Kód: 06963249
This book presents practical methods for detecting common object classes such as people, cars, cows, chairs, etc., in real world images. In particular, it discusses a range of visual representations (Histograms of Oriented Gradien ... celý popis
Angličtina
Nákupem získáte 100 bodů
Anotace knihy
This book presents practical methods for detecting common object classes such as people, cars, cows, chairs, etc., in real world images. In particular, it discusses a range of visual representations (Histograms of Oriented Gradients (HOG), Local Binary Patterns (LBP), Local Ternary Patterns (LTP), Local Quantized Patterns (LQP) and similar techniques), dimensionality reduction (Partial Least Squares and SVM Weight Sparsification) and learning methods (Latent and Non-Latent Support Vector Machines) for the problem of object detection. These methods are presented from a practical perspective and shown to give state-of-the-art performance on a range of challenging public datasets.
Parametry knihy
Zařazení knihy Knihy v angličtině Literature & literary studies Literature: history & criticism Literary studies: general
997 Kč
Angličtina
Osobní odběr Praha, Brno a 47410 dalších
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