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Image Pattern Recognition
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4631825Image Pattern Recognitionhttps://www.gandhi.com.mx/image-pattern-recognition-9781000460971/phttps://gandhi.vtexassets.com/arquivos/ids/4311211/image.jpg?v=63844663252957000011801180MXNCRC PressInStock/Ebooks/<p>This book describes various types of image patterns for image retrieval. All these patterns are texture dependent. Few image patterns such as Improved directional local extrema patterns, Local Quantized Extrema Patterns, Local Color Oppugnant Quantized Extrema Patterns and Local Mesh quantized extrema patterns are presented. Inter-relationships among the pixels of an image are used for feature extraction. In contrast to the existing patterns these patterns focus on local neighborhood of pixels to creates the feature vector. Evaluation metrics such as precision and recall are calculated after testing with standard databases i.e., Corel-1k, Corel-5k and MIT VisTex database. This book serves as a practical guide for students and researchers.</p><p>-The text introduces two models of Directional local extrema patterns viz.,</p><ul><li></li><li>Integration of color and directional local extrema patterns</li><li></li><li>Integration of Gabor features and directional local extrema patterns.</li></ul><p>-Provides a framework to extract the features using quantization method</p><p>-Discusses the local quantized extrema collected from two oppugnant color planes</p><p>-Illustrates the mesh structure with the pixels at alternate positions.</p>...4409260Image Pattern Recognition11801180https://www.gandhi.com.mx/image-pattern-recognition-9781000460971/phttps://gandhi.vtexassets.com/arquivos/ids/4311211/image.jpg?v=638446632529570000InStockMXN99999DIEbook20229781000460971_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9781000460971_pThis book describes various types of image patterns for image retrieval. All these patterns are texture dependent. Few image patterns such as Improved directional local extrema patterns, Local Quantized Extrema Patterns, Local Color Oppugnant Quantized Extrema Patterns and Local Mesh quantized extrema patterns are presented. Inter-relationships among the pixels of an image are used for feature extraction. In contrast to the existing patterns these patterns focus on local neighborhood of pixels to creates the feature vector. Evaluation metrics such as precision and recall are calculated after testing with standard databases i.e., Corel-1k, Corel-5k and MIT VisTex database. This book serves as a practical guide for students and researchers./pp-The text introduces two models of Directional local extrema patterns viz.,/pulli/liliIntegration of color and directional local extrema patterns/lili/lili/liliIntegration of Gabor features and directional local extrema patterns./lili/li/ulp-Provides a framework to extract the features using quantization method/pp-Discusses the local quantized extrema collected from two oppugnant color planes/pp-Illustrates the mesh structure with the pixels at alternate positions./p(*_*)9781000460971_<p>This book describes various types of image patterns for image retrieval. All these patterns are texture dependent. Few image patterns such as Improved directional local extrema patterns, Local Quantized Extrema Patterns, Local Color Oppugnant Quantized Extrema Patterns and Local Mesh quantized extrema patterns are presented. Inter-relationships among the pixels of an image are used for feature extraction. In contrast to the existing patterns these patterns focus on local neighborhood of pixels to creates the feature vector. Evaluation metrics such as precision and recall are calculated after testing with standard databases i.e., Corel-1k, Corel-5k and MIT VisTex database. This book serves as a practical guide for students and researchers.</p><p>-The text introduces two models of Directional local extrema patterns viz.,</p><ul><li></li><li>Integration of color and directional local extrema patterns</li><li></li><li>Integration of Gabor features and directional local extrema patterns.</li></ul><p>-Provides a framework to extract the features using quantization method</p><p>-Discusses the local quantized extrema collected from two oppugnant color planes</p><p>-Illustrates the mesh structure with the pixels at alternate positions.</p>...9781000460971_CRC Presslibro_electonico_9781000460971_9781000460971P RohiniInglésMéxicohttps://getbook.kobo.com/koboid-prod-public/taylorandfrancis-epub-59fae4a5-a175-44da-9c85-277a433af9f1.epub2022-02-06T00:00:00+00:00CRC Press