Restoration of degraded moving image for predicting a moving object
| Autor: | Shigeyuki Hosoe, Masaki Onishi, Zhiwei Luo, Kei Akiyama |
|---|---|
| Rok vydání: | 2009 |
| Předmět: |
Computer Networks and Communications
business.industry Computer science Computation Applied Mathematics ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION Process (computing) General Physics and Astronomy Object (computer science) Calculation methods Image (mathematics) Nonlinear programming Wavelet decomposition Static image Position (vector) Signal Processing Computer vision Artificial intelligence Electrical and Electronic Engineering business Image restoration |
| Zdroj: | Electronics and Communications in Japan. 92:38-48 |
| ISSN: | 1942-9541 1942-9533 |
| Popis: | Iterative optimal calculation methods have been proposed for degraded static image restoration based on the multiresolution wavelet decomposition. However, it is quite difficult to apply these methods to process moving images due to the high computational cost. In this paper, we propose an effective restoration method for degraded moving images by modeling the motion of moving object and predicting the future object position. We verified our method by computer simulations and experiments to show that our method can achieve favorable results. © 2009 Wiley Periodicals, Inc. Electron Comm Jpn, 92(2): 38–48, 2009; Published online in Wiley InterScience (www.interscience.wiley.com). DOI 10.1002/ecj.10013 |
| Databáze: | OpenAIRE |
| Externí odkaz: |
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