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Machine Learning Methods for Visual Object Detection
Language
English
English
Book
Paperback
This book presents practical methods for detecting common object classes such as people, cars, cows,...
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Libristo code: 06963249
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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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About the book
Full name
Machine Learning Methods for Visual Object Detection
Author
Sibt ul Hussain
Language
English
English
Binding
Book - Paperback
Date of issue
2018
Number of pages
160
EAN
9783841790682
ISBN
3841790682
Libristo code
06963249
Publishers
Omniscriptum
Weight
245
Dimensions
152 x 229 x 9
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