Selected topics in Computer Vision - NPGR041
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Last update: RNDr. Tomáš Holan, Ph.D. (14.05.2024)
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Last update: doc. RNDr. Elena Šikudová, Ph.D. (26.05.2020)
http://cgg.mff.cuni.cz/~sikudova/#teaching |
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Last update: doc. RNDr. Pavel Töpfer, CSc. (25.05.2020)
Mark Nixon Alberto Aguado: Feature Extraction and Image Processing for Computer Vision, 4th Edition, Academic Press
Trevor Hastie, Robert Tibshirani, Jerome Friedman: The Elements of Statistical Learning: Data Mining, Inference, and Prediction, Second Edition, Springer
Elena Šikudová, Zuzana Černeková, Vanda Benešová, Zuzana Haladová, Júlia Kučerová: Počítačové videnie. Detekcia a rozpoznávanie objektov, vydavateľstvo Wikina, Praha
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Last update: doc. RNDr. Pavel Töpfer, CSc. (25.05.2020)
Contrast and intensity manipulation, HDR, noise reduction, edge detection. Global and local features for 2D object description. Statistical pattern recognition, supervised and unsupervised learning, convolutional networks. |