Image Segmentation and Compression Using Hidden Markov Models (eBook, PDF)

Image Segmentation and Compression Using Hidden Markov Models (eBook, PDF)

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In the current age of information technology, the issues of distributing and utilizing images efficiently and effectively are of substantial concern. Solutions to many of the problems arising from these issues are provided by techniques of image processing, among which segmentation and compression are topics of this book. Image segmentation is a process for dividing an image into its constituent parts. For block-based segmentation using statistical classification, an image is divided into blocks and a feature vector is formed for each block by grouping statistics of its pixel intensities. Conv...

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