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portada Image Category Recognition Using Invariant and Discriminative Features
Type
Physical Book
Publisher
Author
Language
English
Pages
124
Format
Paperback
ISBN13
9786208065966

Image Category Recognition Using Invariant and Discriminative Features

Suresh Kannaiyan; Rajkumar Kannan (Author) · Lap Lambert Academic Publishing · Paperback

Image Category Recognition Using Invariant and Discriminative Features - Suresh Kannaiyan; Rajkumar Kannan

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Synopsis "Image Category Recognition Using Invariant and Discriminative Features"

Image category recognition is a hot topic of research in Computer Vision due to its increasing number of applications including video surveillance and medical image classification. Finding an image category is a very challenging task due to variations in illumination, scale, view point, rotation, blur, occlusion and translation. The objective of this book is to build local image features that are invariant to various geometric (e.g., changes in scale, rotation, translation), photometric transformations (e.g., illumination and blur) and improve accuracy of image category recognition, by proposing the novel image region descriptors.

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