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The Information Security and Biometrics MSc offers an advanced level of learning and provides you with a detailed understanding of the theories, concepts and techniques in the design, development and effective use of secure information systems. Read more
The Information Security and Biometrics MSc offers an advanced level of learning and provides you with a detailed understanding of the theories, concepts and techniques in the design, development and effective use of secure information systems.

Secure information systems are critically important to modern day businesses and societies. From banking systems and medical systems to power infrastructures or a simple home PC, security is vitally important as they are usually all interconnected directly or indirectly via the Internet or telephony system.

This Master’s programme combines modern engineering and technology with digital media and equips students with the skill set to develop modern security systems with an emphasis on biometric identity management. Graduates of this programme are then capable of adapting to changes in the field and of leading it in innovation.

Visit the website https://www.kent.ac.uk/courses/postgraduate/256/information-security-biometrics

About the School of Engineering and Digital Arts

The School of Engineering and Digital Arts successfully combines modern engineering and technology with the exciting new field of digital media.

Established over 40 years ago, the School has developed a top-quality teaching and research base, receiving excellent ratings in both research and teaching assessments.

The School undertakes high-quality research that has had significant national and international impact, and our spread of expertise allows us to respond rapidly to new developments. Our 30 academic staff and over 130 postgraduate students and research staff provide an ideal focus to effectively support a high level of research activity. There is a thriving student population studying for postgraduate degrees in a friendly and supportive teaching and research environment.

We have research funding from the Research Councils UK, European research programmes, a number of industrial and commercial companies and government agencies including the Ministry of Defence. Our Electronic Systems Design Centre and Digital Media Hub provide training and consultancy for a wide range of companies. Many of our research projects are collaborative, and we have well-developed links with institutions worldwide.

Course structure

This programme is taught jointly with the School of Computing. Both schools are at the forefront of research in their areas.

The School of Engineering and Digital Arts has an excellent reputation for research in various aspects of biometrics, including individual biometric modalities, the management of complexity in biometric systems and the testing and evaluation of biometric systems; while the School of Computing has participated in the development of X.509 international standard and the first X.509 privilege management infrastructure (PMI) was built by members of this school.

This Master's programme offers an advanced level of learning by providing students with a thorough understanding of the theories, concepts and techniques for the design, development and effective use of secure information systems, and producing graduates who are capable of adapting to changes in the field and leading it in innovation.

The course is designed for practitioners, professionals and graduates with an interest in information security, access control technologies, and application domains using biometric identification and verification systems.

Programme aims

This programme aims to:

- produce graduate engineers with a broad understanding of how to provide effective information security, and how to develop and use modern security systems, with a particular emphasis on biometric identity management

- equip trained engineers with the necessary system development skills to allow them to adapt to a dynamic and fast-changing industrial environment

- provide you with proper academic guidance and welfare support

- create an atmosphere of co-operation and partnership between staff and students, and offer you an environment where you can develop your potential.

Careers

We have developed the programme with a number of industrial organisations, which means that successful students will be in a strong position to build long-term careers in this important discipline.

The School of Engineering and Digital Arts (http://www.eda.kent.ac.uk/) has an excellent record of student employability (http://www.eda.kent.ac.uk/school/employability.aspx). We are committed to enhancing the employability of all our students, to equip you with the skills and knowledge to succeed in a competitive, fast-moving, knowledge-based economy.

Graduates who can show that they have developed transferable skills and valuable experience are better prepared to start their careers and are more attractive to potential employers. Within the School of Engineering and Digital Arts, you can develop the skills and capabilities that employers seek. These include problem solving, independent thought, report-writing, time management, leadership skills, team-working and good communication.

Kent has an excellent record for postgraduate employment: over 94% of our postgraduate students who graduated in 2013 found a job or further study opportunity within six months.

Building on Kent’s success as the region’s leading institution for student employability, we offer many opportunities for you to gain worthwhile experience and develop the specific skills and aptitudes that employers value.

Find out how to apply here - https://www.kent.ac.uk/courses/postgraduate/apply/

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This programme of study aims to train first-degree holders in computing-related areas into specialists in selected areas of IT and computing. Read more

Course outline

This programme of study aims to train first-degree holders in computing-related areas into specialists in selected areas of IT and computing. Based on the current expertise in the Department, the programme offers students opportunities for in-depth study in:

- Secure mobile and wireless communications
- Biometrics and authentication
- Data mining and knowledge discovery
- Imaging techniques and applications

The programme is carefully designed to suit the varied needs of different students from different backgrounds and with different career objectives.

Communications using mobile and wireless devices such as mobile phones, PDA s and laptops have become increasingly important in modern life and electronic commerce. Reliable, speedy and secure transmission of information over such devices is vital for the successful exploitation of the technologies.

Authentication, using biometric data as a sophisticated means to combat fraud, is increasingly accepted by both businesses and governments. Biometric authentication solutions require good use of imaging and data mining techniques in constructing and verifying customer profiles. Online organisations have accumulated large collections of online data that need speedy processing and analysis. If you are interested in finding out more about any of these technologies, then this programme is for you.

On graduating from this programme, you will be able to:

- Understand a range of modern computing technologies
- Apply these technologies in practice
- Describe the roles that modern computing technologies have in many areas of application
- Demonstrate the value of state-of-the-art development in one specific technology and its applications

Find out more about our Department of Applied Computing on http://www.buckingham.ac.uk/appliedcomputing.

Teaching methods

Our modules include a mixture of formal lectures, tutorial classes and practical classes. At the start of each module you will be given an up-to-date module outline and reading list. Most modules will provide two or three hours of lectures each week to introduce you to the basic concepts and techniques. These will be supported by lecture notes or handouts.

Lectures are supported by weekly tutorial classes, usually one hour in length, which are held in small groups so that all students can benefit from individual attention. You will be expected to prepare for these classes, for example by attempting a set of exercises or by reading a case study.

Many of our modules have supervised practical classes in the computer laboratories in which you can apply and practise the techniques you have learnt in the lectures. These practical sessions are usually two or three hours long.

You will also be expected to study on your own, using the library for reading research and the computer laboratories to improve your practical skills.

Course material is also available on the University’s own Virtual Learning Environment. This allows students to download lecture notes, submit assignments and share resources in an electronic forum both within the University’s computer network and remotely.

After your degree

The increasing specialisation which is frequently required in the employment market is no longer provided by just an undergraduate degree. A postgraduate degree provides these advanced skills and, in today’s competitive employment market, is becoming increasingly important in order to stand out from the crowd.

Any successful career choice in the market place will be dependent on a number of factors. Your academic qualification, while important, may not be the deciding factor. Your attitude, skills and experience matter too. Whatever your motivation in taking a postgraduate course, you should think about the transferable skills an employer is seeking, and taking advantage of every opportunity for self-development to improve your chances of success in your future career. The Careers Service has the resources to help you with this process.

What our students say

The MSc Innovative Computing programme is a standard, challenging and exciting degree programme. Its broad course content and structure allows students to realize their IT potential and which aspects of the IT industry they can fit in. Intellectually, so much knowledge is gained from the courses in the one year period.

Lecturers are also very helpful and friendly in pushing students to learn, be creative and innovative and not to give up in times of academic challenges.

With the acquired MSc degree in Innovative Computing, I am being promoted to a better position than I was previously.

All in all, I really enjoyed my studies with the Applied Computing Department and hope to still further my studies with the Department.

Akua Biney (MSc Innovative Computing 2013)

Apply here http://www.buckingham.ac.uk/sciences/msc/innovativecomputing.

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The Applied Computing Department is a young department of modest size but is successful in attracting research funding from various sources in the UK and the EU (including industry, research councils and charitable foundations). Read more

Course Outline

The Applied Computing Department is a young department of modest size but is successful in attracting research funding from various sources in the UK and the EU (including industry, research councils and charitable foundations). It supports a significant range of research interest and over the last few years the number of research students has grown steadily. The Department has a history of involvement in EU framework projects. More recently, we were partners in two EU FP6 funded projects: SecurePhone and BroadWan. We have been working and collaborating with many European research institutions including The Technical University Graz, CNUCE, Pisa, Thales, Thomson, TELENOR, RAL, Salzburg, Telephonica – Spain, Atos Origin, The University of Saarbrucken – Germany, INFORMA – Italy, and ENST – France.

The main research areas of interest in the Department cover image / video processing and analysis techniques and applications; wireless mobile network technologies; and biometric-based authentications for constrained devices / environments. In image processing we mainly, but not exclusively, use wavelet transform techniques for facial feature detection and recognition, online image / video compression for constrained devices, visual speech recognition, feature detection in biomedical images, digital watermarking, content-based video indexing for biometric video databases. In the wireless networking area, our research effort focuses on convergence and integration of different wireless technologies and standards, wireless mesh technologies, intrusion detection and prevention, efficiency and stability of ad hoc networks.

Currently the Department has a number of research groups consisting of 5 research active academics, 12 PhD and 3 MSc/MPhil students at various stages of their studies.

Find out more about our Department of Applied Computing on http://www.buckingham.ac.uk/appliedcomputing.

Teaching Method

Candidates spend a considerable part of their studies undertaking supervised research, at the end of which they submit a thesis embodying the results of that research. This thesis must demonstrate familiarity with, and an understanding of the subject, its principal sources and authorities. It should display critical discrimination and a sense of proportion in evaluating evidence and the judgements of others. The subject should be dealt with in a competent and scholarly manner.

After your degree

We have a high graduate employment rate:

- The Higher Education Statistics Agency (HESA) ranked Buckingham top for job prospects with 96.9% (July 2013).
- The Guardian League Table for 2014 ranked Buckingham top in the category of job prospects (June 2013).
- The Complete University Guide reported that the University ranked second for Graduate Prospects (May 2013).

Our graduates have gone on to further study at most of the world’s leading universities, including Harvard, London, Oxford and Cambridge and secured jobs in senior positions around the world. Among our alumni we have a graduate who became the head of his country’s civil service and one who became a leading Formula One motor-racing driver. Another secured a position as the Minister of Sabah and one female law graduate became the first British lawyer to become a French Advocate.

What our students and alumni say

Please see the Research Students page for examples of currently on-going as well as already successfully finished research projects: http://www.buckingham.ac.uk/appliedcomputing/researchstudents.

Apply here http://www.buckingham.ac.uk/sciences/mphil/computerscience.

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This programme provides an exciting opportunity to gain intensive training in the psychology of individual differences by a large team of world-class researchers. Read more

Programme description

This programme provides an exciting opportunity to gain intensive training in the psychology of individual differences by a large team of world-class researchers.

It provides advanced graduate-level study in the field of the psychology of individual differences and psychological research skills, and forms a strong basis for further (typically PhD) study.

There are two key subdivisions in the study of human individual differences: personality and mental abilities. Psychology at Edinburgh has a uniquely large number of world-class researchers in both subdivisions.

The programme covers psychometric research methods, the foundations and correlates of human individual differences (including approaches involving information processing, brain-imaging, molecular genetics and biometric models), and the application of individual differences in personality to health. No prior experience of the psychology of individual differences is assumed.

Programme structure

This programme comprises two semesters of taught courses, followed by a research-based dissertation supervised by a member of staff with similar research interests.

Compulsory courses:

Seminar in Cognitive Ability or Cognitive Ageing and Cognitive Epidemiology
Current Topics in Psychological Research
Multivariate Statistics and Methodology Using R
Professional and Generic Psychological Research Concepts and Research Design
Psychological Research Skills
Univariate Statistics and Methodology using R
Seminar in Personality

Option courses may include:

Advanced Statistical Methods: Categorical and Survival Data
Brain Imaging in Neuropsychology
Clinical Neuropsychology
Emotional Intelligence
Evolutionary Psychology
Human Genetics
Bioinformatics
Working with Specialist Psychological Data

Learning outcomes

The programme is aimed primarily at students who are considering advanced research in the area. Students who follow this programme will gain:

-an in-depth understanding of current research issues, research and methodology in the psychology of individuals
-the ability to formulate research questions and apply appropriate research methods to increase understanding of individual differences in human personality and human mental abilities
-advanced understanding of seminal and recent scientific findings relating to the study of human individual differences and the ways in which individual differences are currently being studied or applied
-skills in research management, including managing data and disseminating research in ways consistent with professional practice in the field of individual differences and the normal principles of research ethics
-advanced knowledge of the basic principles of multivariate statistical data analysis techniques (including multiple regression, factor analysis and structural equation modelling) and epidemiological techniques (including logistic regression and survival analyses), and the ability to carry out data analysis on different data sets using appropriate statistical packages
-a firm basis for subsequent advanced specialised research within the psychology of individual differences
-a broad understanding and awareness of issues and findings in the psychology of individual differences through application to other disciplines such as human cognitive neuropsychology, molecular genetics, evolutionary psychology, epidemiology and health psychology

Career opportunities

This programme has been designed to help you progress your research career and offers a firm basis for further postgraduate study.

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The Computer Animation Master’s programme at Kent is oriented towards current industrial needs, technology and practice. It is designed to be a direct route into this high-profile, modern and creative industry, and has been developed jointly by the School and our industrial partner Framestore CFC. Read more
The Computer Animation Master’s programme at Kent is oriented towards current industrial needs, technology and practice. It is designed to be a direct route into this high-profile, modern and creative industry, and has been developed jointly by the School and our industrial partner Framestore CFC.

Develop your knowledge and understanding of the animation process, software tools, techniques and packages, and the technical aspects of working in a professional animation environment. The MSc programme offers invaluable experience of working to professional briefs and under expert supervision of professional animators to prepare you for a career in industry.

Competition is fierce in animation and visual effects and success depends on your concentration levels, constant practise and ability to grasp the essence and modern techniques of animation. Successful former students are now working in animation and animation layout roles for companies such as Sony Games and Framestore CFC on major titles in games, television and film.

Visit the website https://www.kent.ac.uk/courses/postgraduate/248/computer-animation

About the School of Engineering and Digital Arts

The School of Engineering and Digital Arts successfully combines modern engineering and technology with the exciting field of digital media. The School, which was established over 40 years ago, has developed a top-quality teaching and research base, receiving excellent ratings in both research and teaching assessments.

The School undertakes high-quality research that has had significant national and international impact, and our spread of expertise allows us to respond rapidly to new developments. Our 30 academic staff and over 130 postgraduate students and research staff provide an ideal focus to effectively support a high level of research activity. We have a thriving student population studying for postgraduate degrees in a friendly, supportive teaching and research environment.

We have research funding from the Research Councils UK, European research programmes, a number of industrial and commercial companies and government agencies including the Ministry of Defence. Our Electronic Systems Design Centre and Digital Media Hub provide training and consultancy for a wide range of companies. Many of our research projects are collaborative, and we have well-developed links with institutions worldwide.

Course structure

This intensively taught postgraduate course lasts a full year. It takes place in a dedicated computer laboratory where you have your own seat and computer for the duration of the course. The course lectures and workshops, whether led by visiting professionals or staff, are all held in this room. Demonstrations and showing of films are by means of an HD projector. By the end of the year, the lab will be where you live as much as your accommodation.

Modules

The following modules are indicative of those offered on this programme. This list is based on the current curriculum and may change year to year in response to new curriculum developments and innovation. Most programmes will require you to study a combination of compulsory and optional modules. You may also have the option to take modules from other programmes so that you may customise your programme and explore other subject areas that interest you.

EL831 - Digital Visual Art set-up (15 credits)
EL832 - Animation Principles (15 credits)
EL833 - Visual Training (15 credits)
EL837 - Professional Group Work (15 credits)
EL863 - Advanced 3D Modelling (15 credits)
EL864 - Pre-Visualisation (15 credits)
EL865 - Action in Animation (15 credits)
EL866 - Acting in Animation (15 credits)
EL830 - Computer Animation Project (60 credits)

Assessment

Each module is assessed by practical assignments. The project work is assessed on the outcome of the project itself.

Programme aims

This programme aims to:

- enable you to develop your knowledge and understanding within the field of 3D computer animation, which will equip you to become a professional in the animation and visual effects industry

- produce professionally-trained animators who are highly skilled in using state-of-the-art 3D animation software for producing animated films

- provide you with proper academic guidance and welfare support

- create an atmosphere of co-operation and partnership between staff and students, and offer you an environment where you can develop your potential

- strengthen and expand opportunities for industrial collaboration with the School of Engineering and Digital Arts.

Research areas

- Intelligent Interactions

The Intelligent Interactions group has interests in all aspects of information engineering and human-machine interactions. It was formed in 2014 by the merger of the Image and Information Research Group and the Digital Media Research Group.

The group has an international reputation for its work in a number of key application areas. These include: image processing and vision, pattern recognition, interaction design, social, ubiquitous and mobile computing with a range of applications in security and biometrics, healthcare, e-learning, computer games, digital film and animation.

- Social and Affective Computing
- Assistive Robotics and Human-Robot Interaction
- Brain-Computer Interfaces
- Mobile, Ubiquitous and Pervasive Computing
- Sensor Networks and Data Analytics
- Biometric and Forensic Technologies
- Behaviour Models for Security
- Distributed Systems Security (Cloud Computing, Internet of Things)
- Advanced Pattern Recognition (medical imaging, document and handwriting recognition, animal biometrics)
- Computer Animation, Game Design and Game Technologies
- Virtual and Augmented Reality
- Digital Arts, Virtual Narratives.

Careers

We have developed the programme with a number of industrial organisations, which means that successful students will be in a strong position to build a long-term career in this important discipline.

The School of Engineering and Digital Arts (http://www.eda.kent.ac.uk/) has an excellent record of student employability (http://www.eda.kent.ac.uk/school/employability.aspx). We are committed to enhancing the employability of all our students, to equip you with the skills and knowledge to succeed in a competitive, fast-moving, knowledge-based economy.

Graduates who can show that they have developed transferable skills and valuable experience are better prepared to start their careers and are more attractive to potential employers.

Find out how to apply here - https://www.kent.ac.uk/courses/postgraduate/apply/

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The School of Engineering and Digital Arts offers research-led degrees in a wide range of research disciplines, related to Electronic, Control and Information Engineering, in a highly stimulating academic environment. Read more
The School of Engineering and Digital Arts offers research-led degrees in a wide range of research disciplines, related to Electronic, Control and Information Engineering, in a highly stimulating academic environment. The School enjoys an international reputation for its work and prides itself in allowing students the freedom to realise their maximum potential.

Established over 40 years ago, the School has developed a top-quality teaching and research base, receiving excellent ratings in both research and teaching assessments.

We undertake high-quality research that has had significant national and international impact, and our spread of expertise allows us to respond rapidly to new developments. Our 30 academic staff and over 130 postgraduate students and research staff provide an ideal focus to effectively support a high level of research activity. There is a thriving student population studying for postgraduate degrees in a friendly and supportive teaching and research environment.

We have research funding from the Research Councils UK, European research programmes, a number of industrial and commercial companies and government agencies including the Ministry of Defence. Our Electronic Systems Design Centre and Digital Media Hub provide training and consultancy for a wide range of companies. Many of our research projects are collaborative, and we have well-developed links with institutions worldwide.

Visit the website https://www.kent.ac.uk/courses/postgraduate/262/electronic-engineering

Project opportunities

Some projects available for postgraduate research degrees (http://www.eda.kent.ac.uk/postgraduate/projects_funding/pgr_projects.aspx).

Research areas

- Communications

The Group’s activities cover system and component technologies from microwave to terahertz frequencies. These include photonics, antennae and wireless components for a broad range of communication systems. The Group has extensive software research tools together with antenna anechoic chambers, network and spectrum analysers to millimetre wave frequencies and optical signal generation, processing and measurement facilities. Current research themes include:

- photonic components
- networks/wireless systems
- microwave and millimetre-wave systems
- antenna systems
- radio-over-fibre systems
- electromagnetic bandgaps and metamaterials
- frequency selective surfaces.

- Intelligent Interactions:

The Intelligent Interactions group has interests in all aspects of information engineering and human-machine interactions. It was formed in 2014 by the merger of the Image and Information Research Group and the Digital Media Research Group.

The group has an international reputation for its work in a number of key application areas. These include: image processing and vision, pattern recognition, interaction design, social, ubiquitous and mobile computing with a range of applications in security and biometrics, healthcare, e-learning, computer games, digital film and animation.

- Social and Affective Computing
- Assistive Robotics and Human-Robot Interaction
- Brain-Computer Interfaces
- Mobile, Ubiquitous and Pervasive Computing
- Sensor Networks and Data Analytics
- Biometric and Forensic Technologies
- Behaviour Models for Security
- Distributed Systems Security (Cloud Computing, Internet of Things)
- Advanced Pattern Recognition (medical imaging, document and handwriting recognition, animal biometrics)
- Computer Animation, Game Design and Game Technologies
- Virtual and Augmented Reality
- Digital Arts, Virtual Narratives.

- Instrumentation, Control and Embedded Systems:

The Instrumentation, Control and Embedded Systems Research Group comprises a mixture of highly experienced, young and vibrant academics working in three complementary research themes – embedded systems, instrumentation and control. The Group has established a major reputation in recent years for solving challenging scientific and technical problems across a range of industrial sectors, and has strong links with many European countries through EU-funded research programmes. The Group also has a history of industrial collaboration in the UK through Knowledge Transfer Partnerships.

The Group’s main expertise lies primarily in image processing, signal processing, embedded systems, optical sensors, neural networks, and systems on chip and advanced control. It is currently working in the following areas:

- monitoring and characterisation of combustion flames
- flow measurement of particulate solids
- medical instrumentation
- control of autonomous vehicles
- control of time-delay systems
- high-speed architectures for real-time image processing
- novel signal processing architectures based on logarithmic arithmetic.

Careers

We have developed our programmes with a number of industrial organisations, which means that successful students are in a strong position to build a long-term career in this important discipline. You develop the skills and capabilities that employers are looking for, including problem solving, independent thought, report-writing, time management, leadership skills, team-working and good communication.

Kent has an excellent record for postgraduate employment: over 94% of our postgraduate students who graduated in 2013 found a job or further study opportunity within six months.

Building on Kent’s success as the region’s leading institution for student employability, we offer many opportunities for you to gain worthwhile experience and develop the specific skills and aptitudes that employers value.

Find out how to apply here - https://www.kent.ac.uk/courses/postgraduate/apply/

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The School conducts high-quality significant national and international research and offers excellent opportunities for graduate studies, successfully combining modern engineering and technology with the exciting field of digital media. Read more
The School conducts high-quality significant national and international research and offers excellent opportunities for graduate studies, successfully combining modern engineering and technology with the exciting field of digital media. The digital media group has interests in many areas of interactive multimedia and digital film and animation.

Visit the website https://www.kent.ac.uk/courses/postgraduate/264/digital-arts

About the School of Engineering and Digital Arts

Established over 40 years ago, the School has developed a top-quality teaching and research base, receiving excellent ratings in both research and teaching assessments.

The School undertakes high-quality research (http://www.eda.kent.ac.uk/research/default.aspx) that has had significant national and international impact, and our spread of expertise allows us to respond rapidly to new developments. Our 30 academic staff and over 130 postgraduate students and research staff provide an ideal focus to effectively support a high level of research activity. There is a thriving student population studying for postgraduate degrees in a friendly and supportive teaching and research environment.

We have research funding from the Research Councils UK, European research programmes, a number of industrial and commercial companies and government agencies including the Ministry of Defence. Our Electronic Systems Design Centre and Digital Media Hub provide training and consultancy for a wide range of companies. Many of our research projects are collaborative, and we have well-developed links with institutions worldwide.

Course structure

The digital media group has interests in many areas of interactive multimedia and digital film and animation.

There is particular strength in web design and development, including e-commerce, e-learning, e-health; and the group has substantial experience in interaction design (eg, Usability and accessibility), social computing (eg, Social networking, computer mediated communication), mobile technology (eg, iPhone), virtual worlds (eg, Second Life) and video games. In the area of time-based media, the group has substantial interest in digital film capture and editing, and manipulation on to fully animated 3D modelling techniques as used in games and feature films.

Research Themes:
- E-Learning Technology (http://www.eda.kent.ac.uk/research/theme_detail.aspx?gid=1&tid=1)

- Medical Multimedia Applications and Telemedicine (http://www.eda.kent.ac.uk/research/theme_detail.aspx?gid=1&tid=2)

- Human Computer Interaction and Social Computing (http://www.eda.kent.ac.uk/research/theme_detail.aspx?gid=1&tid=3)

- Computer Animation and Digital Visual Effects (http://www.eda.kent.ac.uk/research/theme_detail.aspx?gid=1&tid=4)

- Mobile Application Design and Development (http://www.eda.kent.ac.uk/research/theme_detail.aspx?gid=1&tid=25)

- Digital Arts (http://www.eda.kent.ac.uk/research/theme_detail.aspx?gid=1&tid=26)

Research areas

- Intelligent Interactions

The Intelligent Interactions group has interests in all aspects of information engineering and human-machine interactions. It was formed in 2014 by the merger of the Image and Information Research Group and the Digital Media Research Group.

The group has an international reputation for its work in a number of key application areas. These include: image processing and vision, pattern recognition, interaction design, social, ubiquitous and mobile computing with a range of applications in security and biometrics, healthcare, e-learning, computer games, digital film and animation.

- Social and Affective Computing
- Assistive Robotics and Human-Robot Interaction
- Brain-Computer Interfaces
- Mobile, Ubiquitous and Pervasive Computing
- Sensor Networks and Data Analytics
- Biometric and Forensic Technologies
- Behaviour Models for Security
- Distributed Systems Security (Cloud Computing, Internet of Things)
- Advanced Pattern Recognition (medical imaging, document and handwriting recognition, animal biometrics)
- Computer Animation, Game Design and Game Technologies
- Virtual and Augmented Reality
- Digital Arts, Virtual Narratives.

Careers

We have developed our programmes with a number of industrial organisations, which means that successful students are in a strong position to build a long-term career in this important discipline. You develop the skills and capabilities that employers are looking for, including problem solving, independent thought, report-writing, time management, leadership skills, team-working and good communication.

Kent has an excellent record for postgraduate employment: over 94% of our postgraduate students who graduated in 2013 found a job or further study opportunity within six months.

Building on Kent’s success as the region’s leading institution for student employability, we offer many opportunities for you to gain worthwhile experience and develop the specific skills and aptitudes that employers value.

Find out how to apply here - https://www.kent.ac.uk/courses/postgraduate/apply/

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This one-year degree is designed for students who already hold a first degree (BA or BSc) in Forensic Anthropology or a related subject, and is intended to provide advanced training in subject areas which are germane to current professional requirements, but which are not available collectively at any other institution in the world. Read more
This one-year degree is designed for students who already hold a first degree (BA or BSc) in Forensic Anthropology or a related subject, and is intended to provide advanced training in subject areas which are germane to current professional requirements, but which are not available collectively at any other institution in the world.

Why study Anatomy & Advanced Forensic Anthropology at Dundee?

Forensic anthropology is the analysis of human remains for the medico-legal purpose of establishing identity. The discipline has adopted a pivotal role in UK and International investigations in cases of inter-personal violence and homicide, repatriation, mass disasters and war crimes.

Recent mass fatality incidents have highlighted the requirement for national and international disaster victim identification (DVI) capability, and cemented the forensic anthropologist’s role as a significant component within the multi-disciplinary response facility.

Traditionally the forensic anthropologist has dealt with human skeletal remains resulting from unexplained deaths; this professional definition is unrealistically restrictive given the multi-disciplinary nature of the demands of human identification in the twenty-first century. In particular there is a significant requirement for anatomically-trained forensic anthropologists who are competent in dealing with both soft and hard tissues in order to fulfil the requirements of DVI deployment.

Centre for Anatomy and Human Identification

This course is taught within the Centre for Anatomy and Human Identfication (CAHID) and is located in the Medical Sciences Institute at the University of Dundee, Scotland.

Prof Sue Black heads the Centre, she was awarded an OBE for her International Human Identification work from mass graves and co-authored Developmental Juvenile Osteology and The Juvenile Skeleton.

The award-winning staff of this Centre are amongst the most experienced in the UK in the fields of human identification, forensic anthropology, craniofacial identification and the study of the human body.

The core remit of the Centre is the study of anatomy. The Centre delivers high quality anatomy teaching at all levels, via whole body dissection which allows students to develop a sound knowledge of the human body. The Centre relies on the generosity of donors for the ability to teach students to the highest standard possible.

The Centre was awarded a prestigious Queen's Anniversary Prize for Higher Education in November 2013. Presented in recognition of 'world class excellence', the Queen’s Anniversary Prizes are among the

Aims of the Programme

The aim of this programme is to provide training in anatomically-based forensic anthropology, and specifically to provide advanced training in musculoskeletal anatomy, juvenile osteology, comparative forensic osteology and DVI training.

What you will study

Course Structure:
This is a one year full time taught Masters programme in which all modules are compulsory. The research dissertation can be in the form of original laboratory research in an area pertinent to anatomy and forensic anthropology.

Human Gross Anatomy (Semesters 1 & 2):
Provides the opportunity to conduct whole body dissection, with particular emphasis on functional and musculoskeletal anatomy
Exposure to human form and function with direct relevance to the identification process
Only institution in the UK offering the opportunity to dissect cadavers which have been embalmed using the Thiel soft-fix method, which provides life-like preservation of the soft tissues.

Developmental Juvenile Osteology (Semester 1):
Focuses on the development of the human juvenile skeleton as a means to understanding adult skeletal form
Through practical examination, each bone of the body will be studied from its embryological origin, through key developmental milestones, until the attainment of its adult form
Practical sessions will focus on the unique Scheuer collection of juvenile skeletal remains.
Forensic Anthropology as Expert Evidence

Covering the more specialised skills including forensic anatomy, trauma analysis and age estimation in the living this module will cover the skills required to present your analyses in a court of law.

Disaster Victim Identification (DVI) training (Semesters 1 & 2):
Provides a thorough understanding of the DVI process in the UK and abroad
Developed by experienced practitioners, it is based on the National DVI Training course for the UK DVI team
Delivers a robust theoretical underpinning for anyone undertaking DVI work on a practical basis.

MSc Research Project (Semester 3):
Students will undertake an advanced level practical project supervised by a research-active practitioner
CAHID staff have significant experience in many areas of forensic human identification, including juvenile osteology, facial anthropology, facial reconstruction, age assessment in the living and dead, analysis of sexual dimorphism and ancestry, soft tissue biometric systems, human provenance, skeletal pathology and trauma, and virtual anthropology

How you will be assessed

A variety of assessment methods will be employed including practical spot exams, online assessment and traditional essay based examination.

Careers

There is a significant requirement for anatomically-trained forensic anthropologists who are competent in dealing with both soft and hard tissues in order to fulfill the requirements of DVI deployment. This degree will train individuals to be competent in specialist areas of anatomy and forensic anthropology.

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Areas of research include, but are not limited to. evaluation of spacial heterogeneity for the design and layout of experimental sites. Read more
Areas of research include, but are not limited to: evaluation of spacial heterogeneity for the design and layout of experimental sites.
The course

This course builds on the Engineering Department’s long history of working closely with industry teaching students how to apply engineering science to industrial product design. Mechatronics is a multi-disciplinary field of engineering that combines with mechanical, electronic, computer, software, control and systems design engineering in the design and manufacture of useful products. It is an increasingly important discipline as most modern vehicles and machinery incorporate multiple mechatronic systems.

Some of the technologies that mechatronics encompasses include: robotics, vision systems, satellite navigation systems, communications technology, and biometric and other new advanced sensors. Introduction of these new technologies means that engineers cannot rely upon prior knowledge when designing machinery. As a consequence it has become normal practice for new highly technical equipment to be developed by specialist manufacturers, either through subcontract subsystem devolution or commercial partnership.

When developing new products, much of the work of the engineer involves the recombination or reapplication of previously un-combined technologies to solve new problems or enable new functionalities. Engineers therefore need to develop the greatest possible body of knowledge as a resource to call upon during the resolution of novel challenges in new or different environments.

This postgraduate programme builds upon students’ existing engineering skills and knowledge developed through prior education and focuses them into a more specific and applied area of study. This approach is designed to allow students to expand their applied knowledge and develop the necessary powers of analysis required to solve complex design problems. Learning largely takes place through a series of individual and group engineering projects intended to enable students to apply their existing academic skills and knowledge to the design, fabrication and testing of new products or systems. Where applicable, projects will be sponsored and supported by engineering companies and will focus on the development of mechatronic systems, machinery and equipment.

How will it benefit me?

This programme is designed for students with a strong academic background but limited industrial experience. It is intended to expedite the experiential development of these engineers through a series of industrially linked projects. Students will complete the course with a view to taking leading positions in manufacturing companies designing innovative machinery and equipment by employing new and emerging technologies to develop mechatronic systems, machinery and solutions.

Careers

This course provides an understanding of the practical application of engineering science and mathematics to the development of mechatronic systems. It is designed to aid students with good engineering qualifications, but limited applied industrial experience, learn the skills to take leading positions in manufacturing companies designing innovative machinery and equipment by employing new and emerging technologies to develop mechatronic systems, machinery and solutions.

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The academic staff in the Applied Computing Department (ACD) are all engaged in research and publications. Considering its modest size, ACD has successfully attracted research funding from various sources in the UK and the EU, including industry, research councils, HEA and EU framework projects such as FP6. Read more

Research programme

The academic staff in the Applied Computing Department (ACD) are all engaged in research and publications. Considering its modest size, ACD has successfully attracted research funding from various sources in the UK and the EU, including industry, research councils, HEA and EU framework projects such as FP6. Furthermore, ACD has been working and collaborating with many European research institutions.

For the academic year 2012-2013, 2 DPhil and 6 MSc students (1 in Mathematics) have graduated, four of whom graduated with Distinction. The 2 DPhil students have made it for the March graduation and we expect to have 3 or 4 more completing their DPhil research programmes for the next graduation. One of our new MPhil/DPhil students in Computing joined the Department last October, and 3 other MPhil/DPhil students have joined us since. Over the last few years, the number of research students in ACD has grown steadily to (currently) 29 PhD and 2 Master’s research students.

We have had over 20 refereed conference and journal papers published during the last 12 months, and two of the papers have been awarded best paper awards.

ACD supports diverse research topics addressing varied applied computing technologies such as:

- Image processing and pattern recognition with applications in biometric-based person identification, image super-resolution, digital watermarking and steganography, content-based image / video indexing and retrieval, biomedical image analysis.
- Multi-factor authentication and security algorithms.
- Wireless networks technologies (Multi-frequency Software-Defined / Cognitive Radios, convergence and integration of different wireless technologies and standards such as WiFi and WiMax, IPv4 and IPv6, wireless mesh technologies, intrusion detection and prevention, efficiency and stability of ad hoc networks).
- Hybrid navigation and localisation integrations for mobile handsets, including using Cellular and WiFi in conjunction with GPS and Glonass for seamless positioning indoors, Multiplexed receive chain of GPS/Glonass with on-board handset Bluetooth/WiFi, GNSS signals multiplexing for real time simulation.
- Cloud computing, including the readiness of mobile operating systems for cloud services and focusing on techniques for fast computing handovers, efficient virtualisation and optimised security algorithms.
- Data mining techniques, including database systems, the application of data mining techniques in image and biological data, human-computer interaction and visual languages.
- Research and development of Apps for mobile devices and smart TVs, particularly for application in the areas of education and healthcare.
- Differential geometry – Einstein metrics, quasi-Einstein metrics, Ricci solitons, numerical methods in differential geometry.

As well as researching the chosen subject, our students engage in delivering seminars weekly, attending conferences and workshops, attending online webinars and discussion forums, attending training and focused group studies, supervising tutorial and laboratory sessions for undergraduate students, peer reviews and final year project supervision, among a host of technical and networking activities to enhance their skills and techniques.

Find out more about our Department of Applied Computing on http://www.buckingham.ac.uk/appliedcomputing.
Apply here http://www.buckingham.ac.uk/sciences/msc/computingresearch.

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An MSc-level conversion programme for those with first degrees in numerate disciplines (e.g. Maths, Physics, others with some mathematics to pre-university level should enquire). Read more
An MSc-level conversion programme for those with first degrees in numerate disciplines (e.g. Maths, Physics, others with some mathematics to pre-university level should enquire). The programme targets producing engineers with the knowledge and skills required for working in the communications industry on programmable hardware, in particular. There is a high demand for people to fill such roles in communications and test & measure equipment vendors, and in many smaller companies developing devices for the internet of things.

The huge growth of interconnected devices expected in the Internet of Things and the goals of flexible, high-speed wireless connections for 5G mobile networks and beyond, require programmable, embedded electronics to play a vital role. From the development of small, intelligence sensors to the design of large-scale network hardware that can be functionally adaptive in software-defined networking, there is a huge demand for advanced embedded electronics knowledge and skills in the communications sector.

Visit the website https://www.kent.ac.uk/courses/postgraduate/1223/embedded-communications-engineering

About the School of Engineering and Digital Arts

The School of Engineering and Digital Arts successfully combines modern engineering and technology with the exciting field of digital media.

Established over 40 years ago, the School has developed a top-quality teaching and research base, receiving excellent ratings in both research and teaching assessments.

The School undertakes high-quality research that has had significant national and international impact, and our spread of expertise allows us to respond rapidly to new developments. Our 30 academic staff and over 130 postgraduate students and research staff provide an ideal focus to effectively support a high level of research activity. There is a thriving student population studying for postgraduate degrees in a friendly and supportive teaching and research environment.

Modules

The following modules are indicative of those offered on this programme. This list is based on the current curriculum and may change year to year in response to new curriculum developments and innovation. Most programmes will require you to study a combination of compulsory and optional modules. You may also have the option to take modules from other programmes so that you may customise your programme and explore other subject areas that interest you.

EL829 - Embedded Real-Time Operating Systems (15 credits)
EL849 - Research Methods & Project Design (30 credits)
EL893 - Reconfigurable Architectures (15 credits)
EL896 - Computer and Microcontroller Architectures (15 credits)
EL822 - Communication Networks (15 credits)
EL827 - Signal & Communication Theory II (15 credits)
EL871 - Digital Signal Processing (DSP) (15 credits)
EL872 - Wireless/Mobile Communications (15 credits)
EL873 - Broadband Networks (15 credits)
EL890 - MSc Project (60 credits)

Research areas

- Communications

The Group’s activities cover system and component technologies from microwave to terahertz frequencies. These include photonics, antennae and wireless components for a broad range of communication systems. The Group has extensive software research tools together with antenna anechoic chambers, network and spectrum analysers to millimetre wave frequencies and optical signal generation, processing and measurement facilities. Current research themes include:

- photonic components
- networks/wireless systems
- microwave and millimetre-wave systems
- antenna systems
- radio-over-fibre systems
- electromagnetic bandgaps and metamaterials
- frequency selective surfaces.

- Intelligent Interactions:

The Intelligent Interactions group has interests in all aspects of information engineering and human-machine interactions. It was formed in 2014 by the merger of the Image and Information Research Group and the Digital Media Research Group.

The group has an international reputation for its work in a number of key application areas. These include: image processing and vision, pattern recognition, interaction design, social, ubiquitous and mobile computing with a range of applications in security and biometrics, healthcare, e-learning, computer games, digital film and animation.

- Social and Affective Computing
- Assistive Robotics and Human-Robot Interaction
- Brain-Computer Interfaces
- Mobile, Ubiquitous and Pervasive Computing
- Sensor Networks and Data Analytics
- Biometric and Forensic Technologies
- Behaviour Models for Security
- Distributed Systems Security (Cloud Computing, Internet of Things)
- Advanced Pattern Recognition (medical imaging, document and handwriting recognition, animal biometrics)
- Computer Animation, Game Design and Game Technologies
- Virtual and Augmented Reality
- Digital Arts, Virtual Narratives.

- Instrumentation, Control and Embedded Systems:

The Instrumentation, Control and Embedded Systems Research Group comprises a mixture of highly experienced, young and vibrant academics working in three complementary research themes – embedded systems, instrumentation and control. The Group has established a major reputation in recent years for solving challenging scientific and technical problems across a range of industrial sectors, and has strong links with many European countries through EU-funded research programmes. The Group also has a history of industrial collaboration in the UK through Knowledge Transfer Partnerships.

The Group’s main expertise lies primarily in image processing, signal processing, embedded systems, optical sensors, neural networks, and systems on chip and advanced control. It is currently working in the following areas:

- monitoring and characterisation of combustion flames
- flow measurement of particulate solids
- medical instrumentation
- control of autonomous vehicles
- control of time-delay systems
- high-speed architectures for real-time image processing
- novel signal processing architectures based on logarithmic arithmetic.

Careers

The programme targets producing engineers with the knowledge and skills required for working in the communications industry on programmable hardware, in particular. There is a high demand for people to fill such roles in communications and test & measure equipment vendors, and in many smaller companies developing devices for the internet of things.

Kent has an excellent record for postgraduate employment: over 94% of our postgraduate students who graduated in 2013 found a job or further study opportunity within six months.

We have developed our programmes with a number of industrial organisations, which means that successful students are in a strong position to build a long-term career in this important discipline. You develop the skills and capabilities that employers are looking for, including problem solving, independent thought, report-writing, time management, leadership skills, team-working and good communication.

Find out how to apply here - https://www.kent.ac.uk/courses/postgraduate/apply/

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Recent years breakthrough discoveries in health sciences have generally been achieved by effective cooperation between interdisciplinary research teams, which included members from medicine, basic sciences and engineering. Read more
Recent years breakthrough discoveries in health sciences have generally been achieved by effective cooperation between interdisciplinary research teams, which included members from medicine, basic sciences and engineering. Such a cooperation provides a broad visionary approach and strong scientific basis for a better understanding of the health related problems and allows the development of novel technologies to improve the quality of life.
Koç University Biomedical Sciences and Engineering (BMSE) MS and PhD programs have been developed with this philosophy in mind and offer unique, truly interdisciplinary graduate education and leading edge research opportunities for students with different disciplines, which include basic sciences (chemistry, physics and biological sciences) engineering (chemical, mechanical and electrical engineering), medicine and related health sciences programs and provide them with the vision, knowledge and tools to become the future leaders.

Current faculty projects and research interests:

• Computational and Quantative Biology
• Biometric Materials and Islet Cell Bioengineering
• Robıtics and Mechanics
• Computational Biology and Bioinformatics
• Molecular biochemistry
• Computational Systems
• Biofluids and Cardiovascular Mechanics
• Polymer Science and Technology
• Mitochondrial Biogenesis
• Cell Biology
• Microphotonics
• Optofluidic and Nano-Optics

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The far STEM route is for chemistry, biotechnology, biochemistry, food science or similar first degrees where statistical analysis was a dominant feature of their analytical studies. Read more
The far STEM route is for chemistry, biotechnology, biochemistry, food science or similar first degrees where statistical analysis was a dominant feature of their analytical studies. You will spend four semesters studying towards a General Engineering Transition Masters, studying appropriate Level 5 modules in the first semester then joining the Near STEM cohort, again with the opportunity to specialise in the above options at L6 or L7.7.

Electrical and Electronics degrees available through the Transition Masters:
-MSc in Embedded Intelligent Systems
-MSc in Radio and Mobile Communication System
-MSc in Microelectronics and Computer Engineering
-MSc in Power Electronics and Control
-MSc in Mechatronics
-MSc in Communications and Information Engineering

Why choose this course?

The School has over 25 years' experience of teaching electronic engineering and has established an excellent international reputation in this field;We offer extensive lab facilities for engineering students, including the latest software packages;Study leading-edge applications such as biometric authentication and speech-based interaction.

Structure

Year 1
Core Modules
-Computer Architecture Design
-Computer Programming for Electronics Engineers
-Digital Design & Embedded Systems
-Digital Signal Processing and Processes
-Electrical and Electronic Theory
-Electronic Engineering Practice
-Engineering Application of Mathematics
-Operations Management

Year 2
Core Modules
-Advanced Reconfigurable Systems and Applications-
-Artificial Intelligence
-Individual Masters Project
-Manufacturing Strategy
-Microelectronics and VLSI
-Operations Research
-Quality Reliability & Maintenance

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The near STEM route is for admission of mathematics, physics, astrophysics or other relevant first degree candidates and whose programme would have made extensive use of applied mathematics to design and explain engineering and/or scientific concepts. Read more
The near STEM route is for admission of mathematics, physics, astrophysics or other relevant first degree candidates and whose programme would have made extensive use of applied mathematics to design and explain engineering and/or scientific concepts. After accreditation of prior experiential learning (APEL) at Level 5, you will spend three semesters studying towards a General Engineering Transition Masters with the opportunity to specialise in the above options at Level 6 and/or 7.

The Electronics and Communications MScs are also accredited by the Institution of Engineering and Technology (IET) as meeting the academic requirements for Chartered Engineer status.

To obtain a Master's degree, you will need to complete an in-depth independent research project.

Courses

-MSc in Embedded Intelligent Systems
-MSc in Radio and Mobile Communication System
-MSc in Microelectronics and Computer Engineering
-MSc in Power Electronics and Control
-MSc in Mechatronics
-MSc in Communications and Information Engineering

Why choose this course?

The School has over 25 years' experience of teaching electronic engineering and has established an excellent international reputation in this field;We offer extensive lab facilities for engineering students, including the latest software packages;Study leading-edge applications such as biometric authentication and speech-based interaction.

Teaching methods

Our enthusiastic staff is always looking for new ways to enhance your learning experience and over recent years, we have won national awards for our innovative teaching ideas. In addition our staff are active in research and useful elements of it are reflected on the learning experience. Learning tools such as StudyNet, unique to the University of Hertfordshire, are extremely useful for the learning environment of the student.

Structure

Year 1
Core Modules
-Digital Design & Embedded Systems
-Digital Mobile Communication Systems
-Information Theory and DSP in Communications
-Operations Management
-Optical Communication Technologies
-Quality Reliability & Maintenance
-Sustainability and Smart Systems Engineering
-Wireless, Mobile and Ad-hoc Networking

Year 2
Core Modules
-Advanced Reconfigurable Systems and Applications
-Individual Masters Project
-Microelectronics and VLSI

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Make your input really count as a postgraduate student in the Department of Computer Science and Engineering. Traditional computer science research covers the hardware and software of computer systems and their applications. Read more
Make your input really count as a postgraduate student in the Department of Computer Science and Engineering. Traditional computer science research covers the hardware and software of computer systems and their applications. Computer science programs at HKUST emphasize an integrated approach to the study of computers and computing methods to collect, process, analyze and transmit information to support relevant and useful applications in modern life.

The Department's goal is to offer a full range of postgraduate courses and research projects to meet the needs and interests of our students and to help solve relevant problems for society. Our world-class faculty members engage in cutting-edge research at the heart of the information technology revolution and our postgraduate students are involved in both applied and fundamental research. The Department has 50 full-time faculty members and 180 postgraduate students.

Computer science is still a young field. The world is only just beginning to realize the potential of information technology. The Department and its programs prepare students to meet the exciting challenges that await and to generate new advances in computing that will fuel future progress.

The MPhil program seeks to strengthen students' knowledge in computer science and expose them to issues involved in the development, scientific, educational and commercial applications of computer systems. Students are required to undertake coursework and successfully complete a thesis to demonstrate competence in research.

Research Foci

The Department's research involves many different areas:
Artificial Intelligence
Machine learning, data mining and pattern recognition, knowledge representation and reasoning, robotics and sensor-based activity recognition, multi-agent and game theory, and speech and language processing.

Data, Knowledge and Information Management
Large-scale data management, modeling and distribution encompassing web query processing, information retrieval and web search, data mining, enterprise systems, high-performance data management systems on modern computers, and database support for science applications.

Human-Computer Interaction
Augmented reality, multi-touch interaction, crowdsourcing, multimodal communication, affective computer, visual analytics of big data, intelligent interface for robots, E-learning, healthcare and e-commerce.

Networking and Computer Systems
Pervasive computing and sensor networks, peer-to-peer computing, grid computing, high-performance switches and routers, video delivery and multicasting, multimedia networking, MAC protocols for ad-hoc networks, web cache management, DDOS detection and defense, and resource management and allocation in optical networks.

Software Technology and Applications
Software engineering, data mining for software analysis and debugging, computer music, cryptography and security, internet computing.

Theoretical Computer Science
Combinatorial optimization, performance analysis techniques, computational geometry, formal languages and machines, graph algorithms, and algorithmic combinatorial game theory.

Vision and Graphics
Computer vision, computer graphics, medical image analysis, biometric systems, and video processing.

Facilities

The Department has excellent facilities to support its programs and is committed to keeping its computing facilities up to date. There are about 700 workstations and PCs, including those in four teaching laboratories, three MS Windows Labs and one Linux lab. The Department also runs several research laboratories with specific facilities, including the computer engineering, database, Human-Computer Interaction Initiative, vision and graphics labs. Specialized project laboratories include:
-The HCI lab, has a 360 degree circular CCD-camera capturing system with a 4x3 large display array and 120" rear projected 3D active stereo system, and large-sized multi-touch panels, linked with various physiological sensors for gesture/body tracking;
-The Human Language Technology Center, with various corpora and a Linux cluster;
-The System and Media Laboratory, partially funded by Deutsche Telekom, focusing mobile computing and any interesting topics related to social network; and
-The Networking group, that maintains different sets of network cluster for Data center and cloud computing research.
-Different research groups maintain their own CPU/GPU cluster customized for different research need.

In addition, the Department manages a pool of Linux servers as CPU/GPU cluster for general research projects demanding significant system resources, and acquires a GPU cluster for the whole University. The file servers are connected with one HDS AMS2100 and one HDS HUS110 Storage Area Network (SAN), with a total capacity of more than 60TB. There is also a pool of high performance servers with GPUs dedicated for undergraduate courses on parallel computing and Big Data analysis.

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