Parallel Image Processing
(Sprache: Englisch)
This book serves as a general introduction to the area of image processing as well as to data-parallel processing. It covers a number of standard algorithms in image processing and describes their parallel implementation in a practical "hands-on" approach:...
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This book serves as a general introduction to the area of image processing as well as to data-parallel processing. It covers a number of standard algorithms in image processing and describes their parallel implementation in a practical "hands-on" approach: Each algorithm is accompanied by numerous diagrams and program source code. Combining text, graphics, and programs is a new approach in presenting the subject matter, which will help students to better grasp the concepts - irrespective of the programming language used.The programming language chosen for all examples is a structured parallel programming language which is ideal for educational purposes. It has a number of advantages over C, and since all image processing tasks are inherently parallel, using a parallel language for presentation actually simplifies the subject matter, resulting in shorter source codes and better understanding. Sample programs and a free compiler are available on the Web.
Inhaltsverzeichnis zu „Parallel Image Processing “
- Introduction- Point Operators
- Local Operators
- Edge Detection
- Skeletonizing
- Morphological Operators
- Segmentation
- Corner Detection
- Hough Transform
- Fourier Transform
- Texture Recognition
- Stereo Image Processing
- Analysis of Image Sequences
- Appendix: Parallaxis Parallel Programming Language
... Parallaxis-III Syntax
... Programming Tools
... Vision Library
... References
- Index.
Autoren-Porträt von T. Bräunl, S. Feyrer, W. Rapf
Bräunl is Associate Professor at the University of Western Australia, Perth, where he founded and directs the Mobile Robot Lab and is also Director of the Centre for Intelligent Information Processing Systems (CIIPS). Professor Bräunl received a Diploma in Informatics in 1986 from Univ. Kaiserslautern, an MS in Computer Science in 1987 from the University of Southern California, Los Angeles, and a PhD and Habilitation in Informatics in 1989 and 1994, respectively, from Univ. Stuttgart. He has worked in the past for BASF and Daimler Chrysler and has founded a company for innovative mobile robot design. Professor Bräunl s research interests are robotics, vision, graphics, and concurrency. He is author of several research books and textbooks and has developed the Eye Bot mobile robot family.
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