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- Title
Scaling-Translation Parameter Estimation using Genetic Hough Transform for Background Compensation.
- Authors
Thuy Tuong Nguyen; Xuan Dai Pham; Jae Wook Jeon
- Abstract
Background compensation plays an important role in detecting and isolating object motion in visual tracking. Here, we propose a Genetic Hough Transform, which combines the Hough Transform and Genetic Algorithm, as a method for eliminating background motion. Our method can handle cases in which the background may contain only a few, if any, feature points. These points can be used to estimate the motion between two successive frames. In addition to dealing with featureless backgrounds, our method can successfully handle motion blur. Experimental comparisons of the results obtained using the proposed method with other methods show that the proposed approach yields a satisfactory estimate of background motion.
- Subjects
PARAMETER estimation; GENETIC algorithms; HOUGH functions; IMAGE processing; MOTION picture camera stabilization systems
- Publication
KSII Transactions on Internet & Information Systems, 2011, Vol 5, Issue 8, p1423
- ISSN
1976-7277
- Publication type
Article
- DOI
10.3837/tiis.2011.08.004