Bayesian Approach To Image Interpretation
Download and Read Bayesian Approach To Image Interpretation full books in PDF, ePUB, and Kindle. Read online free Bayesian Approach To Image Interpretation ebook anywhere anytime directly on your device. We cannot guarantee that every ebooks is available!
Bayesian Approach to Image Interpretation
Author | : Sunil K. Kopparapu |
Publisher | : Springer Science & Business Media |
Total Pages | : 137 |
Release | : 2005-11-25 |
Genre | : Computers |
ISBN | : 0306469960 |
Download Bayesian Approach to Image Interpretation Book in PDF, Epub and Kindle
Bayesian Approach to Image Interpretation will interest anyone working in image interpretation. It is complete in itself and includes background material. This makes it useful for a novice as well as for an expert. It reviews some of the existing probabilistic methods for image interpretation and presents some new results. Additionally, there is extensive bibliography covering references in varied areas. For a researcher in this field, the material on synergistic integration of segmentation and interpretation modules and the Bayesian approach to image interpretation will be beneficial. For a practicing engineer, the procedure for generating knowledge base, selecting initial temperature for the simulated annealing algorithm, and some implementation issues will be valuable. New ideas introduced in the book include: New approach to image interpretation using synergism between the segmentation and the interpretation modules. A new segmentation algorithm based on multiresolution analysis. Novel use of the Bayesian networks (causal networks) for image interpretation. Emphasis on making the interpretation approach less dependent on the knowledge base and hence more reliable by modeling the knowledge base in a probabilistic framework. Useful in both the academic and industrial research worlds, Bayesian Approach to Image Interpretation may also be used as a textbook for a semester course in computer vision or pattern recognition.
Bayesian Approach to Image Interpretation Related Books
Pages: 137
Pages: 346
Pages: 16
Pages: 139
Pages: 458