Title :
Segmentation-based image restoration for multiple moving objects with different motions
Author :
Kang, Sang Kyu ; Choung, Yoo Chan ; Paik, Joon Ki
Author_Institution :
Dept. of Electron. Eng., Chung-Ang Univ., Seoul, South Korea
fDate :
6/21/1905 12:00:00 AM
Abstract :
When a digital image acquisition system captures a scene, image degradation due to motion blur is unavoidable. Motion blur is caused by an imperfect imaging geometry, and it makes the obtained image lose important information. In this work we propose a new degradation model for boundary region between multiple moving objects. Based on the proposed model, we also propose a segmentation-based spatially adaptive image restoration algorithm. Accordingly, we present a proper segmentation algorithm and a motion estimation method for moving object
Keywords :
image restoration; image segmentation; image sequences; motion estimation; degradation model; image acquisition; image restoration; motion blur; motion estimation; multiple moving objects; segmentation algorithm; Degradation; Digital images; Electronics industry; Image restoration; Image segmentation; Image sequences; Industrial electronics; Layout; Motion estimation; Research and development;
Conference_Titel :
Image Processing, 1999. ICIP 99. Proceedings. 1999 International Conference on
Conference_Location :
Kobe
Print_ISBN :
0-7803-5467-2
DOI :
10.1109/ICIP.1999.821634