Overview

The thesis deals with several image processing techniques for analysis and performance evaluation. The image processing techniques such as compression, fusion, enhancement, clustering and classification are applied to various applications like JPEG encoding-decoding, skin disease detection, and underwater image analysis in this thesis. In recent years, the development and demand of multimedia product grows increasingly fast, contributing to insufficient bandwidth of network and storage of memory device. Therefore, the theory of data compression becomes more and more significant for reducing the data redundancy in order to save more hardware space and transmission bandwidth. In computer science and information theory, data compression or source coding is the process of encoding information using fewer bits or other information-bearing units other than an unencoded representation. Compression is useful because it helps reduce the consumption of expensive resources such as hard disk space or transmission bandwidth.

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9781805458005

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