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Machine Learning Methods for Visual Object Detection

 

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  • Product Description
 

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.

Product Specifications
SKU :COC18224
AuthorSibt ul Hussain
LanguageEnglish
BindingPaperback
Number of Pages160
Publishing Year2012-06-03T00:00:00.000
ISBN978-3841790682
Edition1 st
Book TypeComputer networking & communications
Country of ManufactureIndia
Product BrandNot defined
Product Packaging InfoBox
In The Box1 Piece
Product First Available On ClickOnCare.com2015-07-27 00:00:00