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Course, academic year 2023/2024
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Computer Vision - NPGR036
Title: Počítačové vidění
Guaranteed by: Department of Software and Computer Science Education (32-KSVI)
Faculty: Faculty of Mathematics and Physics
Actual: from 2018
Semester: summer
E-Credits: 5
Hours per week, examination: summer s.:2/2, C+Ex [HT]
Capacity: unlimited
Min. number of students: unlimited
4EU+: no
Virtual mobility / capacity: no
State of the course: taught
Language: Czech, English
Teaching methods: full-time
Teaching methods: full-time
Guarantor: doc. RNDr. Elena Šikudová, Ph.D.
Annotation -
The lecture is focused on the basics of computer vision. The graduate will master the techniques of computer vision, image processing and recognition, such as image segmentation, face detection and tracking, determining salient areas in images, etc.
Last update: Holan Tomáš, RNDr., Ph.D. (26.05.2020)
Course completion requirements - Czech

http://cgg.mff.cuni.cz/~sikudova/#teaching

Last update: Šikudová Elena, doc. RNDr., Ph.D. (17.06.2019)
Literature - Czech

Algorithms for image processing and computer vision / J. R. Parker. New York : Wiley, 1997

Richard Szeliski: Computer Vision, Algorithms and Applications. Springer, 2011.

Sonka, Hlavac, Boyle: Image Processing, Analysis, and Machine Vision. Cengage Learning; 4 edition, 2014

Elena Šikudová, Zuzana Černeková, Vanda Benešová, Zuzana Haladová, Júlia Kučerová: Počítačové videnie. Detekcia a rozpoznávanie objektov, vydavateľstvo Wikina, Praha, ISBN: 978-80-87925-06-5

Last update: Šikudová Elena, doc. RNDr., Ph.D. (22.05.2020)
Requirements to the exam - Czech

znalost látky probírané na přednáškách

Last update: Šikudová Elena, doc. RNDr., Ph.D. (17.06.2019)
Syllabus - Czech

Snímanie obrazu, vlastnosti digitálneho obrazu

Farba, Modely farieb, Kvantovanie farieb

Matematická morfológia

Segmentácia obrazu (K-means, mean-shift, watershed)

Detekcia, popis a párovanie lokálnych príznakov, aplikácie

Detekcia a Sledovanie objektov (napr. tvárí), Optický tok

Významné oblasti v obraze, Sledovanie pohybu očí

Vyhľadávanie na základe obsahu

Last update: Šikudová Elena, doc. RNDr., Ph.D. (25.05.2020)
 
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