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Full Description
The new edition will have separate volumes for computer vision and human-based vision applications. The first volume, Computer Vision and Image Analysis, will focus on the topics needed for computer vision systems development. It will feature more examples, more exercises and new algorithms. It will also include the new GUI for the CVIP MATLAB® Toolbox. The expansion of the chapter on application development will help the reader in using the concepts in the book in real world engineering applications. In addition to a step-by-step tutorial on this type of development, I will include recent applications that have been developed with the software. These will provide insight to the reader who is dealing with difficult imaging problems. They will be useful for both research and industry. The second volume, Image Enhancement, Restoration and Compression, will focus on the topics needed for human vison based systems development. It will feature more examples, more exercises and new algorithms. It will also include the new GUI for the CVIP MATLAB®Toolbox. The expansion of the applications-oriented discussion throughout the book will help the reader in using the concepts in the book in real world engineering applications. These will provide insight to the reader who is dealing with difficult imaging problems. They will be useful for both research and industry.
Contents
Volume 1:
Chapter 1: Digital Image Processing and Analysis
Chapter 2: Computer Vision Development Tools
Chapter 3: Image Analysis and Computer Vision
Chapter 4: Edge, Line and Shape Detection
Chapter 5: Segmentation
Chapter 6: Feature Extraction and Analysis
Chapter 7: Pattern Classification
Chapter 8: Application Development Tools
Volume 2:
Chapter 1: Digital Image Processing and Analysis
Chapter 2: Image Processing Development Tools
Chapter 3: Digital Image Processing and Visual Perception
Chapter 4: Discrete Transforms
Chapter 5: Transform Filters, Spatial Filters and the Wavelet Transform
Chapter 6: Image Enhancement
Chapter 7: Image Restoration and Reconstruction Chapter 8: Image Compression
