Computer Science

Coordinating person: prof. dr hab. Lech Banachowski

Symbol: A_BD

Specialized area topics

The course includes learning database programming, administration and tuning using Oracle, Microsoft SQLServer, IBM DB2, MySQL, PostgreSQL as examples. In addition, students are introduced to the design, administration and tuning of databases, learn to use CASE tools and create database applications that run on the Internet and on a local network.

Opportunities to use the knowledge gained in your future professional work

It prepares graduates to work in companies and IT departments in the following positions: analyst, information system designer, database system administrator, traditional application programmer, web application designer, and web portal designer and administrator.

Sample thesis topics:

- Library;
- Tourism;
- Third Country Training Program;
- JazzWorld Society;
- Statistical Support System for Games of Chance;
- Online Tea Room;
- Education Under Sail Society System;
- Online Store;
- Australia - Educational Application for Children.

Laboratory description

The lab is equipped with virtual servers: design, database and application servers. A variety of programming, design and system tools are available to students, such as:

• CASE tools for conducting design work: Oracle Designer, Micro-soft Visio;
• Design methodologies from Oracle, Microsoft and Rational Software (IBM);
• database systems: Oracle, MS SQLServer, DB2, Postgres, MySQL;
• client application development environments: Visual Basic, Java, C, C#, C++, Oracle Forms, Oracle Reports;
• Web application development environments: Oracle Internet Application Server, Oracle JDeveloper, Microsoft Internet Information Server, ASP.NET, Apache, PHP, Java Servlets, JSP, EJB, XML, web services.

Specialization subjects

• Internet Technologies | TIN
• Database Administration | ABD

Coordinating person: Dr. Mariusz Trzaska, Eng.

Symbol: A_IB

Specialized area topics

The curriculum covers analysis and design of information systems using popular object-oriented notations (e.g., UML) and CASE tools. Software engineering issues are also addressed (including life cycle for various methodologies/approaches, e.g. incremental). Students learn how to manage a software development project, as well as how to implement analysis results (diagrams) in an object-oriented programming language. Ongoing engineering projects (both group and individual) combine many areas of IT, including: databases, software engineering, mobile and distributed (web) technologies

Opportunities to use the knowledge gained in your future professional work

We prepare specialists in analysis, design, implementation, testing and administration of information systems, software engineering methods, database design methods, software quality enhancement methods, Internet integration methods. They are sought after by medium and large computer companies (including foreign ones) implementing key IT projects for government and administrative institutions, banks, state and private enterprises, schools, military, media.

Sample thesis topics:

- Knowledge and risk management in a software company;
- Software to support the construction and operation of an online store;
- Workflow system to support document and software quality management;
- Comprehensive Emergency Incident Handling System;
- Animal shelter handling system;
- Platform for managing an assembly company;
- Mobile application to support foreign language learning;
- Mobile application to support aerobic training;
- Analysis and comparison of object-relational mappers;
- System to enable mutual borrowing of everyday objects.

Laboratory description

Various CASE packages, IDE tools (e.g., IntelliJ Idea, Visual Studio), databases (e.g., Microsoft SQL Server, MariaDB, PostgreSQL), content management systems, various programming languages (e.g., Java, .NET platform) are used in classes.

Specialization subjects

• Internet Technologies | TIN
• Database Administration | ABD

Coordinating person: prof. dr hab. Adam Wierzbicki

Symbol: B

Specialized area topics

The scope includes classes on topics:

• Information protection in computer networks;
• Configuration and use of firewall, intrusion detection and prevention systems;
• Hiding information (steganography), using watermarks;
• applications of cryptography and digital forensics;
• distributed programming;
• Design and build secure and efficient software, including network software;
• Protocols to ensure quality of service (QoS) in computer networks;
• management of computer networks;
• Advanced routing protocols and design of local area networks, VLANs and VPNs;
• Designing and managing devices that provide network diagnostics;
• Configuring the network, evaluating its performance and transmission speed;
• Administer and configure basic network, operating systems and databases;
• Wireless network design and operation techniques.

Opportunities to use the knowledge gained in your future professional work

It prepares specialists in computer network management, information protection, designing secure and efficient software with basic software engineering principles, and digital forensics. They are potential employees of companies that use computer networks and require ensuring their security and high performance and reliability. Software companies operating in the areas of e-commerce, e-learning, e-government, e-business are looking for specialists in software and data security. A separate category is made up of digital forensics specialists employed by large companies or organizations that respond in information security breaches or digital crimes.

Sample thesis topics:

- Authentication and authorization protocols in computer networks;
- Investigation methods in digital forensics;
- Ensuring information protection in electronic banking;
- Digital watermarking methods;
- Auditing intrusion detection systems;
- Planning and implementation of "Voice over IP" services;
- Controlling devices via computer networks;
- Analysis of network protocols;
- Management and administration of computer networks;
- Comparative analysis of network media;
- Network controllers of non-standard devices;
- Redundant mechanisms in computer networks.

Laboratory description

Area has a Specialized Laboratory equipped with equipment designed for building computer networks. There are several portable cabinets (Racks) with switches and Cisco routers. It is also possible to rent or use mobile devices on site. Apple computers supporting software development based on the ObjectiveC language are also available to students. Other equipment is also worth mentioning:

• Nokia Lumia (various types);
• Samsung Galaxy (SIII x 2, Note II x 4, Tab 3);
• Nexus (4, 10);
• Apple (iPad Air x 2, iPhone 4, iPhone 5S, iPhone 5C);
• Motorola Xoom;
• Dice+ (x2);
• Dell Venue 8;
• Epoc Emotive.

Specialization subjects

• Advanced Computer Networks | ZSK
• Advanced Operating Systems | ZSO

Coordinating person: prof. dr hab. Grzegorz Marcin Wojcik

Symbol: D

Specialized area topics

The aim of the scope is to educate in the design of decision-making and advisory systems for solving complex planning and optimization problems. The design classes discuss techniques for designing and implementing algorithms and tools using artificial neural networks, genetic, evolutionary and ant algorithms, rough sets and fuzzy numbers, as well as cellular automata and decision trees. They belong to a rapidly growing field of computer science called computational intelligence, the science of computer modeling, learning, and finally solving tasks along the lines of the principles of mechanisms found in nature. This field - derived from artificial intelligence - allows one to learn computational intelligence techniques that make it possible to face complex tasks beyond the capabilities of the human mind. In addition to data mining, one can mention issues of management and control of complex systems (e.g., production systems, tasks requiring the involvement of a larger group of mobile robots) or solving difficult optimization problems (e.g., in banking, transportation systems and production). Participants in the specialized scope have the opportunity to verify the acquired knowledge in practical applications, which allows to combine general programming skills with specialized experience in the selected field.

Opportunities to use the knowledge gained in your future professional work

Graduates in the field can work as programmers in the design of decision-making and consulting systems, using computer analysis of large databases and complex planning and optimization problems in action, able to extract valuable information from large databases, data warehouses and the Internet.

Sample thesis topics:

- Design and implementation of a tool supporting search phrases in English according to various types of patterns;
- Identification of personal identities based on biometric data;
- Anomaly detection in transactional systems;
- Medical diagnosis support based on analysis of a hospital database;
- Investment decision analysis and support system;
- Banking operations analysis;
- DNA microarray research analysis;
- Smart spam filters.

Laboratory description

The specialized area has a specialized laboratory equipped with a set of several workstations and a cluster of computers for processing large amounts of Web-related data. 

Specialization subjects

• Intelligent control systems | ISS
• Machine Vision | WMA

Coordinating person: Michał Żbikowski, M.Sc., Krzysztof Szklanny, dr hab. ,

Symbol: E

Specialized area topics

Students are introduced to Human-Computer Interaction (HCI) issues related to the design of digital products and services. Students will learn the principles of Human-Centered Design (UCD) to ensure a high level of UX of the interactive solutions created such as websites, mobile applications, etc. They will learn to analyze user needs in the design of processes, services, user interfaces and interactions. Students will learn the basics of design art and design guidelines/patterns for creating user interfaces and interactions on various platforms. Students will possess the ability to create advanced and complex prototypes of user interfaces and interactions with varying levels of detail using specialized software. They will possess comprehensive knowledge of multimodal interfaces, voice interfaces, GUIs (graphical user interfaces), interfaces for mobile devices and others. They will learn about the principles of accessibility of systems and interfaces and the creation of dedicated interfaces for special user groups, such as disabled users. They will learn to use and integrate AI tools in the interfaces they create. They will learn the principles of web design.

Students will learn digital signal and image processing techniques, techniques for processing sound, images and generating 2D and 3D graphics, image acquisition techniques, sound and video recording, principles of multimedia editing and processing, basics of photography and creating multimedia guides.

Students will learn to apply AI tools to edit, process and generate multimedia, to analyze multimedia content and to generate code. They will learn principles of speech analysis and synthesis, methods of classification and object recognition, and virtual and augmented reality (VR) techniques.

Opportunities to use the knowledge gained in your future professional work

Graduates of the "Multimedia and AI" specialization can find jobs in interactive agencies, film studios, sound studios, education, advertising, entertainment, industry, transportation, medicine or as multimedia content creators for marketing branding or e-commerce or e-learning. 

Examples of professions in which a graduate of the "Multimedia and AI" specialization can find employment are: interaction designer, user experience and usability evaluation specialist, specialist in the creation of multimedia materials with the help of AI, graphic designer, photo and video editor, animator, multimedia artist, audio/video creator, video color correction specialist. color correction in video material, 3D graphic designer, visual effects (VFX) artist, web designer, designer of mobile applications and other digital interactive solutions, multimedia application developer, game designer, speech synthesis/recognition specialist, natural language processing specialist

Sample thesis topics:

- Advanced immersive environments prepared using AI.
- Creating multimedia content using AI.
- Using VR tools in transportation, medicine, industry.
- Using AI tools to create user interfaces.
- Integrating AI tools as user interface elements.
- Creating interactive educational content using augmented reality.
- Exploring AI-powered video editing: Automating color correction and transitions between scenes.
- Sound design for immersive games: Techniques and tools.
- Optimizing lighting techniques in studio photography and film production.
- The role of multimedia in branding: Creating a marketing campaign for e-commerce.
- Designing a real-time 3D animation pipeline for virtual reality applications.
- Using voice cloning and synthetic speech in marketing campaigns.
- Using green screen effects in low-budget film production.
- Interactive visualization of anthropometric measurements.
- Application designed for therapy of autistic children.

Laboratory description 

Students have access to modern laboratories where they can conduct research and projects. Our labs include a recording studio, a photo lab, among others.

Recording studio

The recording studio consists of two rooms (the director's room and the recording studio) separated from each other by double glass and double doors. In addition, care was taken to ensure that the angles between the walls were not straight, to prevent unwanted acoustic phenomena. In addition, the walls are covered with sound-absorbing material.

The students have at their disposal professional sound equipment, i.e. sound consoles, various types of microphones (starting with classic dynamic microphones for recording musical instruments, through very sensitive condenser microphones, and ending with a set for miking a drum set), sound processors and a prepared computer workstation for the realization of recordings with dedicated software installed. The studio also includes a digital piano and MIDI keyboard.

Photo studio

The studio is equipped with one main workstation with three backgrounds and several additional ones having a single background. The studio has realized an acoustic adaptation, made of special panels, which allows recording video and sound material for professional purposes.

The studio uses full-frame DSLR cameras that have a wide tonal range of light-sensitive sensors. 

Professional lighting equipment is at the disposal of the students, so lamps that allow shooting with ultra-short flash times allowing to freeze motion, multiple flashes during one exposure with the possibility of setting delays. The lamps are equipped with lighting modifiers such as softboxes, grids, gates, stripboxes, reflectors and streamers. The rest of the lighting is supplemented by reporter lamps, which are portable lighting sources with battery power. A device called a Pixelstick can also be used in the studio.

Specialization subjects

• Multimedia Project Delivery (RPM).
• Artificial Intelligence and Virtual Reality (SIWR).

Coordinating person: Piotr Pawlowski, M.Sc.

Symbol: E_3D

Specialized area topics

Students after completing the scope have basic knowledge in the topics of using video, computer image processing and 3D animation techniques. They can prepare a 3D model for animation and provide technical support during character animation by a professional animator. With technical knowledge of the process, graduates of the scope can control the process of 3D animation and special effects post-production. They also know how to run and supervise the systems used in the production of special effects and 3D animation.

Ability to use the knowledge gained in future professional work

Graduates of the range will find work in the production of films, commercials, television programs or in FX "Special Effects" post-production. They will also be able to work successfully programming computer games and other multimedia applications. Opportunities to use the knowledge gained include creating elements of computer games and other multimedia applications.

Sample thesis topics:

- Producing an animated film using 3D graphics;
- Creating content for a computer game.

Laboratory description

The 3D Animation and Graphics Laboratory is equipped with the latest generation of PCs and a 3D scanner designed to scan the post-breast with texture. The lab also houses several highly specialized devices that interact with the computer. These include a handheld 3D scanner (Microscribe by Immersion) and a specialized HAPTIC touch interface (Phantom Desktop by Sensable). The lab develops technologies for cinema and television, as well as technologies used in animation and rendering. It also has its own BlueBox. The Laboratory's teaching activities include design classes for the 3D Animation and Game Programming specialties.

Specialization subjects

• Internet Technologies | TIN
• Machine Vision | WMA

Coordinating person: Dr. Michal Majewski, Eng.

Symbol: F

Specialized area topics

The area covers a wide area of topics related to mobile robotics. Various robot architectures are presented, with a detailed discussion of sensory systems, how robots move, and actuators. Many issues of localization and navigation such as the construction of terrain maps (both topological and geometrical) are related to robot mobility. Issues of control and cooperation of robots in complex situations will also be presented, taking into account methods of artificial intelligence, machine learning or knowledge engineering. Since experiments with real robots are quite expensive and time-consuming, computer simulation skills are very helpful.

Ability to use the knowledge gained  

After completing the scope, the student should independently implement simple robotic constructions using Arduino or Raspberry Pi. The knowledge gained will enable the use of robots for specific tasks - such as drones for monitoring or tracking objects. It will also be helpful in companies dealing with electromobility, monitoring and traffic security. There is also the possibility of working as a programmer, especially in areas where knowledge of hardware is required, such as a programmer of machines, robots, etc.

Sample thesis topics

The topics of potential work are quite broad. It ranges from the possibility of building a robot or implementing specific robot control. This usually involves solving tasks related to localization, navigation, object detection and tracking, optimization or decision-making. Theses using only computer simulations are also possible.
Our students have made many constructions, including.

- PALADYN humanoid robot;
- quadruped robot;
- hexapod robot.

The thesis proposals are presented below:

- Building a drone using the Multiwii or Raspberry pi platform;
- Collaboration of a group of robots;
- Simultaneous localization and SLAM map building;
- Robot navigation using topological maps;
- Object tracking, for example, using deep learning techniques;
- Gesture-based robot control.

Laboratory description

In the robotics laboratory, it is possible to do experimental work with robots on their navigation, localization, object detection, and wandering in a maze. It is also possible to build your own robot. Our students have made many constructions, including.

• PALADYN humanoid robot - currently on display at the Copernicus Science Center;
• quadruped robot;
• hexapod robot.

The laboratory is equipped with:

• 8 Roomba mobile robots with on - board computers;
• NAO humanoid robot;
• 2 Pioneer 2DX mobile robots;
• 5 Lego NXT 2.0 robots;
• Human-computer control system based on gestures and silhouette using Asus Xtion depth camera.

Specialization subjects

• Intelligent control systems | ISS
• Machine Vision | WMA

Coordinating persons: dr Krzysztof Barteczko

Symbol: G

Specialized area topics

Topics focus on tools for creating, implementing and integrating business distributed applications using state-of-the-art technology. Graduates are specialists in programming business systems, familiar with the nuances of technology and avant-garde programming technologies, which gives them a high level of skill in designing, developing and implementing such systems, while ensuring a good position in the job market.

What we teach:

- uses and nuances of programming languages (Java, C#, Groovy, Scala, among others),
- distributed programming in Java, .NET, Scala environments,
- Web application building platforms (GWT, Vaadin, ExtJS, among others),
- business application design patterns (among others.Enterprise Java Beans patterns, among others),
- working with application servers (JBoss, Tomcat, among others),
- programming for mobile devices (Android and WindowsPhone, among others),
- Internet technologies,
- database administration.

Opportunities to use the knowledge gained in your future professional work

Graduates are specialists in business systems programming. They are familiar with the technological nuances and avant-garde technologies of business programming, which gives them a high level of skill in designing and implementing such systems, while ensuring a good position in the job market.

Sample thesis topics:

- Comparative analysis of selected programming technologies in multilayer business application architecture;
- Creation of business portals using RIA ("Rich Internet Application") technologies;
- Selection of programming technologies in the context of a company's value chain in the era of the information revolution;
- Programming technologies for building information systems for small and medium-sized enterprises;
- Practical projects (systems for companies), emphasizing the use of new business application programming technologies in solutions.

Laboratory description

The lab has a powerful server with remote access capabilities. Modern software (including JEE, .NET, Scala Akka, RubyOnRails, Django, Grails, SQL and NoSQL databases) is used in the development of projects and theses.

Specialization subjects

• Internet Technologies | TIN
• Mobile Programming | PRM

Coordinating persons: Michał Tomaszewski, Ph.D., Radosław Nielek, Ph.

Symbol: H

Specialized area topics

During the three semesters of study in the scope, students receive practical knowledge of software development for mobile platforms. They gain information on: operating systems and hardware architectures of mobile devices; IP network service providing mobility and communication of mobile devices with the Internet; information protection in mobile device networks; ad-hoc networks; distributed programming; architecture, radio channel organization, switching, protocols and signaling, services and design principles of radio networks; cellular networks (GSM, CDMA, UMTS standards); satellite networks and their applications; 802.11 and Bluetooth networks; protocols to ensure quality of service (QoS) in computer networks; advanced routing protocols and VPNs. The didactic classes introduce ecosystems based on Android, Qt, as well as Windows Phone. Students learn the basics of the platforms' architecture, application development process and distribution. The following problems are also addressed in the classes: user interaction with applications (detection and action tracking mechanisms); design of mobile application appearance; analysis and processing of acquired information (cameras, accelerometers, etc.); Bluetooth and WiFi wireless communication. Students are introduced to programming languages such as Java, C++ and ObjectiveC, and soon .Net.

Opportunities to use the knowledge gained in your future professional work

Graduates are specialists in software development for mobile platforms. They acquire information on: operating systems and hardware architectures of mobile devices; IP network service providing mobility and communication of mobile devices with the Internet; information protection in mobile device networks; ad-hoc networks; distributed programming; architecture, radio channel organization, switching, protocols and signaling, services and design principles of radio networks; cellular networks (GSM, CDMA, UMTS standards); satellite networks and their applications; 802.11 and Bluetooth networks; protocols to ensure quality of service (QoS) in computer networks; advanced routing protocols and VPNs.

Sample thesis topics:

- Smart home;
- Secure 802.11 network access point;
- English-Japanese translator for cell phones;
- Remote-controlled vehicles;
- Games for cell phones;
- Virtual phone;
- GPS mapping;
- Interactive guides for tourists
- Optimal way finding systems.

Laboratory description

The scope laboratory is subject to continuous development funded by research and statutory work. It is also supported by Nokia. The lab includes CISCO equipment for managing 802.11x networks (using the RADIUS authentication protocol), a radio spectrum analyzer for WiFi, a GPS module, WiFi and Bluetooth network cards on USB "dongles." Several advanced sensor devices are planned to be purchased, including those using ZigBee radio networks. Among the mobile devices available for students to test their solutions are:

• Google Android devices (G1, G2, also tablets);
• Nokia devices (N900, N97);
• Apple devices (iPhone 3GS, iPod Touch, iPad);
• Blackberry devices (9700 Bold);
• HTC Devices (HD2);
• Tablets (Archos 5, Archos 9, Samsung Galaxy);
• Booklets (Nokia).

Specialization subjects

• Advanced Computer Networks | ZSK
• Mobile Programming | PRM

Coordinating person:Barbara Karpowicz, MScEng, prof. Wiesław Kopeć, XR Department and XR Research Center PJAIT

Symbol: J

Specialized area topics

The specialization of eXtended Reality, Immersive Games and Systems is led by
a team of researchers and specialists from the laboratories of the XR Research and Development Center
PJAIT (XR Center - XRC) consisting of, among others. from academic staff experienced
in the area of creating immersive eXtended Reality continuum
(VR/AR/XR) environments, Unity developers, interface and interaction designers, graphic and
2D and 3D designers, as well as specialists in project and
team management.

The primary path of XRG's specialized scope is Game Development,
building on the existing specialization of Game Programming (XPG) and constituting its
complement and extension. It includes comprehensive
diploma preparation with attention to various aspects related to the creation of contemporary
2D and 3D computer games using the main engines used in
the industry, namely Unity and Unreal. The program covers practical elements of
production processes specific to the industry, from design issues and
rapid prototyping, through software and content development, to tools and
methods of teamwork, complemented by important elements of documenting
the process, especially for the written part of the thesis. As part of
specialization, we also offer support for those interested in
thesis topics related to virtual, augmented and augmented reality
(VR/AR/XR). This area is the main axis of the XR Center's research work, which
consists of advanced research tools using
immersive systems embedded in a broad Mixed Reality continuum
including Virtual Reality (VR), Augmented Reality (AR) and Augmented Reality (XR) in
combination with the use of the latest trends and innovations in
computer science applications, such as machine learning (Machine Learning, ML) and
artificial intelligence (AI), including Generative AI, IoT and
smart environment (Smart Environment), including Smart City, Smart Home, Smart
Office, Robotic Process Automation (RPA), Complex Event
Processing or Industry 4.0 combined with custom interfaces, such
as VUI (Voice User Interface), EMG (Electromyography) and EOG (Electro-oculography),

BCI (Brain-Computer Interface), and the acquisition, processing and analysis of
multimodal data, including psychophysiological data such as ophthalmography
and pupillometry (Eye Tracking, ET), EEG (electroencephalography) and psychophysiology
peripheral (GSR/EDA, ECG/PPG, among others).

Opportunities to use the knowledge gained in your future professional work

Graduates of the specialization can find a job not only in the game development market, but
also in any other IT area related to the development of
real-time applications, e.g. Game Designer, Game Developer, Unity Developer, 2D Artist, 3D
Artist.
During classes for those interested in a career in software development
there will be an emphasis on good programming practices in the C# language, which finds
application in many areas of modern IT systems based, among others, on
the .NET environment and ecosystem. Those interested in developing in the direction of content
development will receive support in the workbench necessary for
technical preparation of widely understood 2D and 3D content for
IT projects. In addition, skills in teamwork
will find application regardless of the target career path of a graduate of our
specialization. Those interested in diploma topics related to the
research areas of the XR Center can develop their professional ambitions in the direction
of a broad spectrum of modern IT industry trends related to both
design and co-creation and use of interactive
immersive systems from the selected area of eXtended Reality / Mixed Reality
continuum (XR/MR). In particular, they may specialize in the development
of software and content for immersive interactive environments,
from 2D and 3D games to VR/AR/XR applications, also including selected
aspects related to the acquisition and use of multimodal data, including
psychophysiological data, along with their processing and analysis with
the use of advanced computer vision,
machine learning and artificial intelligence algorithms.

Sample thesis topics:

In the case of the basic Game Development track, the thesis topic
may cover a variety of aspects from the broad area of
game development, along with their implementation as part of the thesis project in the form of a game or
key gameplay elements demonstrating the solution to a given problem.
Example topics from previous years:

- Implementation of dynamic adjustment of the difficulty level in the game
on the example of the arcade game "Chicken fever".
- The process of creating a computer game based on Virtual Reality technology,
in the Unity environment on the example of the project "SurVR".
- Implementation of a melee combat system using active physics in
based on Active Ragdoll.
- Framework for RPG development using the Unity environment.
- Network communication protocol for multiplayer gaming in the context of
turn-based gameplay.
-Solving the problem of playability through the use of
random and procedurally generated elements.

Thesis topics for those interested in areas related to
research projects of the XR Center may address various aspects
of the design and implementation of selected mixed
reality continuum issues, in particular VR/AR/XR immersive systems in
conjunction with supporting areas of information systems applications
such as artificial intelligence, machine learning, intelligent
environments, or multimodal interfaces and interactions. Sample topics
diploma topics in this area:

- Mobile intervention and research application to strengthen
pro-environmental behavior. (One of the top five theses of the
first degree program in the academic year 2021/2022)

- Mobile intervention and research application to reinforce
pro-environmental behavior. (One of the top five
first degree theses for the 2021/2022 academic year)
-Game engine implementation using OGRE renderer.
-Rendering real-time scenes using Vulkan.
-Using elements of peripheral psychophysiology in
virtual environments.
-Using eyetracking in immersive virtual environments.
-Application of artificial intelligence to control interaction in
immersive systems.
-Image analysis and processing using several image sources.
-Image recognition using
crowdsourcing-assisted artificial intelligence.
-Business process automation using
rule-based robots and artificial intelligence.

Laboratory description

The XRG specialized area (eXtended Reality, Games and Immersive Systems) has the support of the XR Research Center laboratories in the form of high-performance XR stations, VR, AR and XR equipment with eye-tracking, specialized equipment for psychophysiological research, as well as rapid prototyping based on, among others, 3D printing, laser scanning or photogrammetry.

Specialization subjects

• Participatory game design | PAPG
• Unity - design patterns and development practices | UWP