With the use of multimedia technologies increasing every day, image compression techniques not only need to incorporate new features but also better performance. This book will present two hybrid image compression algorithms. The first algorithm, a two-way hybrid, combines the fractal image compression algorithm along with the very familiar and popular DCT-based JPEG algorithm. The second algorithm, a three-way hybrid, combines the two-way hybrid with JPEG2000 image compression, the newer emerging standard for image compression. The fractal image compression used by both hybrid algorithms has a greater depth of quadtree partitioning than traditional implementations, extending all the way down to single-pixel blocks. The hybrid image compression algorithms discussed in this book yield better compression ratios and image quality reconstruction when compared to the fractal, JPEG, or JPEG2000 image compression methods individually.
A Three-Component Hybrid Image Compression Algorithm
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Description
With the use of multimedia technologies increasing every day, image compression techniques not only need to incorporate new features but also better performance. This book will present two hybrid image compression algorithms. The first algorithm, a two-way hybrid, combines the fractal image compression algorithm along with the very familiar and popular DCT-based JPEG algorithm. The second algorithm, a three-way hybrid, combines the two-way hybrid with JPEG2000 image compression, the newer emerging standard for image compression. The fractal image compression used by both hybrid algorithms has a greater depth of quadtree partitioning than traditional implementations, extending all the way down to single-pixel blocks. The hybrid image compression algorithms discussed in this book yield better compression ratios and image quality reconstruction when compared to the fractal, JPEG, or JPEG2000 image compression methods individually.
This book discusses efficient prediction techniques for the current state-of-the-art High Efficiency Video Coding (HEVC) standard, focusing on the compression of a wide range of video signals, such...
This book presents a collection of the most recent hybrid methods for image processing. The algorithms included consider evolutionary, swarm, machine learning and deep learning. The respective...
In recent years, the requirements for technical components have steadily been increasing. This development is intensified by the desire for products with a lower weight, smaller size, and extended...
James A. Storer Computer Science Dept. Brandeis University Waltham, MA 02254 Data compression is the process of encoding a body of data to reduce stor age requirements. With Lossless compression,...
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