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Image Processing: Principles and Applications Review by John Matlock
Includes the new JPEG 2000 Standard
The applications for image processing technology are increasing rapidly as computers become more powerful. Images enable a doctor to view the inside of the body in a manner that gives him useful information he could never decipher out of the raw data. With the increase in the demand for images, so has the need for information on digital image processing.
This book begins with the image sensor and continues through the programming techniques that are applicable . This includes both processing the image for automatic analysis (fingerprint or facial feature analysis), or presenting the image for human evaluation (a digital camera). The book is primarily interested in still images rather than video.
The early chapters in the book are oriented to the basic technology of image processing that are used in virtually all applications. This includes a chapter on color imagry and others on the mathematical tranforms. Later chapters are broken down more to application areas such as biomedical, and satellite sensors and imageries.
Finally the last chapters discuss image compression to minimize image storage space and transmission times. This includes a full discussion on the new JPEG 2000 standard. One of the authors, Dr. Acharya was a member of the committee developing this standard.
This book is suitable for use as a text in a formal setting, or for the individual who may be interested.