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Image Category Recognition using Invariant and Discriminative Features - Softcover

Kannaiyan, Suresh; Kannan, Rajkumar

 
9786208065966: Image Category Recognition using Invariant and Discriminative Features
Softcover
ISBN 10: 6208065968 ISBN 13: 9786208065966
Publisher: LAP LAMBERT Academic Publishing, 2024

Synopsis

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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Publisher
LAP LAMBERT Academic Publishing
Publication date
2024
Language
English
ISBN 10 
6208065968
ISBN 13 
9786208065966
Binding
Paperback
Number of pages
124