Specialization Details

Computer Vision

Abbreviation: NVIZ

Length of Study: 2 years

Min. Credits: 120

Degree Programme: Information Technology and Artificial Intelligence

Language of Instruction: Czech

Form of Study: full-time

Accredited from: 2019 Accredited till: 2029

Information for applicants

Profile

The goal of the study is to teach students knowledge and skills in the field of computer vision and related subjects. The tought knowledge includes the geometry of cameras, image formation and necessary basics of machine learning and artificial intelligence. The graduates will be ready to develop systems of computer vision and apply them in the practice.

Key learning outcomes

Obtaining knowledge about image formation in a camera, about image processing and machine learning used in computer vision. Obtaining practical experience with development of image processing and computer vision systems.

Guarantor
Occupational profiles of graduates with examples

The achieved knowledge includes:

  • knowledge of image processing, usage of software libraries for image processing, development of image processing algorithms,
  • knowledge of basic tasks of computer vision: detection, classification, geometric scene understanding, segmentation, etc.
  • practical experience with development of computer vision systems for solving particular tasks.


Extent of the State Final Examinations

State Exam in Information Technology and Artificial Intelligence, specialization Computer Vision consists of the following parts:

  • presentation and defense of master's thesis,
  • oral exam, which combines the basic themes contained in the courses profiling the basis of Information Technology and Artificial Intelligence (Theoretical Computer Science, Statistics and Probability, Computer Systems Architectures, Artificial Intelligence and Machine Learning, Data Storage and Preparation, Functional and Logic Programming, Parallel and distributed algorithms, Modern trends in informatics),
  • oral exam, which combines the basic themes contained in the courses profiling the basis of Computer Vision (Computer Graphics, Computational Geometry, Computer Vision, Image Processing, Graphical and Sound Interfaces and Standards, Convolutionary Neural Networks).

All parts of the state examination are held on the same date before the State Examination Board. The state exam can be taken by a student who has obtained the required number of credits in the prescribed composition necessary for the successful completion of the master's degree and has submitted the master's thesis in due time. The organization and course of the state examination are given by the corresponding internal standard of the faculty and by the relevant instructions of the program guarantor for state examinations.

Examples of theses
  • Reconstruction of 3D information about automobiles observed by a surveillance camera
  • Optical localization of very distant targets in a multi-camera system
  • Counting pedestrians in video
  • Deep neural networks for face recognition in video
  • Recognition of historical texts by using deep neural networks
  • Deblurring of X-ray images with geometric blur
  • Estimation of personality characteristics from video

Choose academic year and curriculum

1st year of study, winter semester

AbbrvTitleCredDutyComplFa
AVSComputation Systems Architectures5CCr+ExFIT
MSPStatistics and Probability6CCr+ExFME
SUIArtificial Intelligence and Machine Learning5CExFIT
TINTheoretical Computer Science7CCr+ExFIT
UPAData Storage and Preparation5CCr+ExFIT

1st year of study, summer semester

AbbrvTitleCredDutyComplFa
FLPFunctional and Logic Programming5CCr+ExFIT
PRLParallel and Distributed Algorithms5CCr+ExFIT

2nd year of study, winter semester

AbbrvTitleCredDutyComplFa
SEPSemester Project5CClCrFIT
PP2Project Practice 25EClCrFIT

2nd year of study, summer semester

AbbrvTitleCredDutyComplFa
DIPMaster's Thesis13CCrFIT

all years of study, winter semester

AbbrvTitleCredDutyComplFa
GZNGraphical and Sound Interfaces and Standards5CExFIT
PGRComputer Graphics5CExFIT
POVaComputer Vision (in English)5CExFIT
AEUEnglish for Europe3ECr+ExFEEC
AGSAgents and Multiagent Systems5EExFIT
AISInformation Systems Analysis and Design5ECr+ExFIT
BAYaBayesian Models for Machine Learning (in English)5EExFIT
BIOBiometric Systems5ECr+ExFIT
BISInformation System Security5ECr+ExFIT
BMSWireless and Mobile Networks5ECr+ExFIT
CCSDesign and Security of Enterprise Networks5EClCrFIT
CZSaDigital Signal Processing (in English)5EExFIT
C1PImplementing Cisco IP Routing (ROUTE)5EClCrFIT
C2PImplementing Cisco IP Switched Networks (SWITCH) *)5EClCrFIT
C3PTroubleshooting and Maintaining Cisco IP Networks (TSHOOT) *)5EClCrFIT
EIPEconomics of Information Products *)5EExFIT
SAVStatic Analysis and Verification5ECr+ExFIT
FCEEnglish: Practical Course of Business Conversation and Presentation3ECrFIT
FIKPhilosophy and the Culture *)3ECrILL
FITHistory and Philosophy of Technology3ECrILL
GALGraph Algorithms5EExFIT
GJAGraphical User Interfaces in Java5ECr+ExFIT
GMUGraphic and Multimedia Processors5ECr+ExFIT
GUXGraphical User Interfaces in X Window System *)5EExFIT
HKOCommunication and Presentation Skills3ECrFIT
HSCHardware/Software Codesign5ECr+ExFIT
HVRLeadership and Time Management3ECrFIT
JA3Conversation through Hot Current Issues3ECr+ExFEEC
MATMathematical Structures in Computer Science *)5EExFME
MOGMolecular Genetics3EExFCH
PBIAdvanced Bioinformatics4EExFIT
PCGParallel Computations on GPU5EExFIT
PCSAdvanced Digital Systems5EExFIT
PDBAdvanced Database Systems5ECr+ExFIT
PDIDistributed Application Environment5EExFIT
PGPaAdvanced Computer Graphics (in English)5EExFIT
PKSAdvanced Communication Systems5ECr+ExFIT
PRMFundamentals of Law3ECrILL
RETRhetoric3ECrILL
ROBaRobotics (in English)5EExFIT
RTSaReal-Time Systems (in English)5EExFIT
SEMSensors and Measurement5ECr+ExFIT
SFCSoft Computing5ECr+ExFIT
SINIntelligent Systems5EExFIT
SLALinear Algebra6ECr+ExFME
SRIStrategic Management of Information Systems5EExFIT
TAMaApplication Development for Mobile Devices (in English)5EClCrFIT
THEGame Theory5ECr+ExFIT
VINComputer Art5EClCrFIT
VYPaCompiler Construction (in English)5EExFIT
ZPJaNatural Language Processing (in English) *)5EExFIT
ZPXProfessional Practice, Abroad5ECrFIT
ZZNKnowledge Discovery in Databases5ECr+ExFIT

all years of study, summer semester

AbbrvTitleCredDutyComplFa
KNNConvolutional Neural Networks5CClCrFIT
MTIaModern Trends in Informatics (in English)4CClCrFIT
VGEComputational Geometry5CExFIT
ZPOImage Processing5CExFIT
ALGAlgebra5ECr+ExFME
PPPPractical Parallel Programming5ECr+ExFIT
ATAAutomated Testing and Dynamic Analysis5EExFIT
BIFBioinformatics5EExFIT
BINBio-Inspired Computers5EExFIT
BZASecure Hardware Devices5EExFIT
CPSaCyber-Physical Systems Design (in English)5EExFIT
CSOaCCNA Cybersecurity Operations (in English)5EClCrFIT
C1PImplementing Cisco IP Routing (ROUTE) *)5EClCrFIT
C2PImplementing Cisco IP Switched Networks (SWITCH)5EClCrFIT
C3PTroubleshooting and Maintaining Cisco IP Networks (TSHOOT) *)5EClCrFIT
DFAaDigital Forensics (in English)5EExFIT
DJADynamic Languages5EExFIT
EVOApplied Evolutionary Algorithms5EExFIT
FIKPhilosophy and the Culture3ECrILL
FITHistory and Philosophy of Technology *)3ECrILL
FVSFunctional Verification of Digital Systems5EExFIT
FYOPhysical Optics5EExFEEC
GISGeographical Information Systems *)5ECr+ExFIT
HKOCommunication and Presentation Skills3ECrFIT
HVRLeadership and Time Management3ECrFIT
SURMachine Learning and Recognition5EExFIT
JA3Conversation through Hot Current Issues3ECr+ExFEEC
KKOData Coding and Compression5ECr+ExFIT
KRYCryptography5ECr+ExFIT
LOGLogic5ECr+ExFME
MMATMatrices and Tensors Calculus5ECr+ExFEEC
MPRProject Management5ECr+ExFIT
MULMultimedia5EExFIT
NAVDesign of Embedded Systems5EExFIT
NSBProjecting, Administration and Security5ECr+ExFIT
PDSData Communications, Computer Networks and Protocols5EExFIT
MBAModel-Based Analysis5EExFIT
PISAdvanced Information Systems5ECr+ExFIT
PMAProject Manager5EClCrFIT
POSAdvanced Operating Systems *)5EExFIT
PP1Project Practice 15ECrFIT
PRMFundamentals of Law3ECrILL
RETRhetoric3ECrILL
SLOaComplexity (in English)5EExFIT
SNTSimulation Tools and Techniques5ECr+ExFIT
SPPFault Tolerant Systems5ECr+ExFIT
TOIPrinciples and Design of IoT5ECr+ExFIT
UXIaUser Experience and Design of User Interfaces and Services (in English)5EClCrFIT
VIZaVisualization and CAD (in English)5EClCrFIT
VNVHigh Performance Computations5EExFIT
VYFComputational Photography5EClCrFIT
WAPInternet Applications5ECr+ExFIT
ZPXProfessional Practice, Abroad5ECrFIT
ZRESpeech Signal Processing5EExFIT
Course is not open in this academic year
Compl: Course completion: Ex - examination, Cr - credit, ClCr - classified credit, Co - colloquium
Duty: C - compulsory, CEx - compulsory-elective group x, R - recommended, E - elective
Back to top