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Machine Learning Methods for Visual Object Detection

Jezik EngleskiEngleski
Knjiga Meki uvez
Knjiga Machine Learning Methods for Visual Object Detection Sibt ul Hussain
Libristo kod: 06963249
Nakladnici Omniscriptum, veljača 2018
This book presents practical methods for detecting common object classes such as people, cars, cows,... Cijeli opis
? points 106 b
43.79 €
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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.

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Informacije o knjizi

Puni naziv Machine Learning Methods for Visual Object Detection
Autor Sibt ul Hussain
Jezik Engleski
Uvez Knjiga - Meki uvez
Datum izdanja 2018
Broj stranica 160
EAN 9783841790682
ISBN 3841790682
Libristo kod 06963249
Nakladnici Omniscriptum
Težina 245
Dimenzije 152 x 229 x 9

Kategorija

Biography, Literature & Literary studies > Literature: history & criticism > Literary studies: general
Computing & Information Technology > Information technology: general issues
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