Bayesian Approach to Image Interpretation is popular PDF and ePub book, written by Sunil K. Kopparapu in 2005-11-25, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, Bayesian Approach to Image Interpretation can be Read Online from any device for your convenience.
Bayesian Approach to Image Interpretation Book PDF Summary
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.
Detail Book of Bayesian Approach to Image Interpretation PDF
- Author : Sunil K. Kopparapu
- Release : 25 November 2005
- Publisher : Springer Science & Business Media
- ISBN : 9780306469961
- Genre : Computers
- Total Page : 137 pages
- Language : English
- PDF File Size : 16,8 Mb
If you're still pondering over how to secure a PDF or EPUB version of the book Bayesian Approach to Image Interpretation by Sunil K. Kopparapu, don't worry! All you have to do is click the 'Get Book' buttons below to kick off your Download or Read Online journey. Just a friendly reminder: we don't upload or host the files ourselves.