Wavelet Image Compression
Seiten
2013
Morgan and Claypool Life Sciences (Verlag)
978-1-62705-131-6 (ISBN)
Morgan and Claypool Life Sciences (Verlag)
978-1-62705-131-6 (ISBN)
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Explains the stages necessary to create a wavelet compression system for images and describes state-of-the-art systems used in image compression standards and current research. Many diagrams and tables accompany the text to aid understanding. References and resources are also included help the reader expand his knowledge.
This book explains the stages necessary to create a wavelet compression system for images and describes state-of-the-art systems used in image compression standards and current research. It starts with a high level discussion of the properties of the wavelet transform, especially the decomposition into multi-resolution subbands. It continues with an exposition of the null-zone, uniform quantization used in most subband coding systems and the optimal allocation of bitrate to the different subbands. Then the image compression systems of the FBI Fingerprint Compression Standard and the JPEG2000 Standard are described in detail. Following that, the set partitioning coders SPECK and SPIHT, and EZW are explained in detail and compared via a fictitious wavelet transform in actions and number of bits coded in a single pass in the top bit plane. The presentation teaches that, besides producing efficient compression, these coding systems, except for the FBI Standard, are capable of writing bit streams that have attributes of rate scalability, resolution scalability, and random access decoding. Many diagrams and tables accompany the text to aid understanding. The book is generous in pointing out references and resources to help the reader who wishes to expand his knowledge, know the origins of the methods, or find resources for running the various algorithms or building his own coding system.
This book explains the stages necessary to create a wavelet compression system for images and describes state-of-the-art systems used in image compression standards and current research. It starts with a high level discussion of the properties of the wavelet transform, especially the decomposition into multi-resolution subbands. It continues with an exposition of the null-zone, uniform quantization used in most subband coding systems and the optimal allocation of bitrate to the different subbands. Then the image compression systems of the FBI Fingerprint Compression Standard and the JPEG2000 Standard are described in detail. Following that, the set partitioning coders SPECK and SPIHT, and EZW are explained in detail and compared via a fictitious wavelet transform in actions and number of bits coded in a single pass in the top bit plane. The presentation teaches that, besides producing efficient compression, these coding systems, except for the FBI Standard, are capable of writing bit streams that have attributes of rate scalability, resolution scalability, and random access decoding. Many diagrams and tables accompany the text to aid understanding. The book is generous in pointing out references and resources to help the reader who wishes to expand his knowledge, know the origins of the methods, or find resources for running the various algorithms or building his own coding system.
Introduction
Characteristics of the Wavelet Transform
Generic Wavelet-based Coding Systems
The FBI Fingerprint Image Compression Standard
Set Partition Embedded Block (SPECK) Coding
Tree-based Wavelet Transform Coding Systems
Rate Control for Embedded Block Coders
Conclusion
| Erscheint lt. Verlag | 1.6.2013 |
|---|---|
| Reihe/Serie | Synthesis Lectures on Image, Video, and Multimedia Processing |
| Verlagsort | San Rafael, CA |
| Sprache | englisch |
| Maße | 191 x 235 mm |
| Gewicht | 187 g |
| Themenwelt | Mathematik / Informatik ► Informatik ► Grafik / Design |
| Technik | |
| ISBN-10 | 1-62705-131-7 / 1627051317 |
| ISBN-13 | 978-1-62705-131-6 / 9781627051316 |
| Zustand | Neuware |
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