December 2017
Intermediate to advanced
424 pages
12h 35m
English
Content preview from Multimedia Security
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Improved Feature Vocabulary-Based Method for Image Categorization |
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CONTENTS
3.2 Feature Extraction and Description
3.4 Improved Method Based on Random Sampling
3.4.1 K-Means Clustering and Nearest Neighbor Quantization
3.4.2 Nearest-Neighbor Classification as a Benchmark Method
3.4.4 Categorization with Multi-Class SVMs
3.1 INTRODUCTION
With the enormous and growing amounts of captured digital images, there has been tremendous interest in image categorization. Image categorization aims to label or classify images into one of the predefined categories. ...
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