Title :
Rolling Shutter Effect Compensation with Global Waves Analysis
Author :
Jiayi Yao ; Xiaofu Huang ; Bin Sheng ; Ruimin Shen ; Ping Li
Author_Institution :
Dept. of Comput. Sci. & Eng., Shanghai Jiao Tong Univ., Shanghai, China
Abstract :
CMOS camera expose different portions of the frame at different points in time, resulting in the so-called rolling shutter effect that bright and dark region of striation moving in the movie vertically. In this paper, we propose an image processing technique using global wave analysis and develop a general compensation algorithm to handle this problem. Researches in this area aggregated in geometric image distortion or wobble effect. Our algorithm can perform this rolling shutter effect removal under varying environments. Experimental results demonstrate improvement of quality on rolling shutter effected video.
Keywords :
CMOS image sensors; image processing; CMOS camera; general compensation algorithm; geometric image distortion; global wave analysis; image processing technique; rolling shutter effect compensation; wobble effect; Algorithm design and analysis; CMOS integrated circuits; Cameras; Image resolution; Interference; Noise; Sensors; CMOS camera; global wave analysis; rolling shutter effect; video correction;
Conference_Titel :
Multimedia Big Data (BigMM), 2015 IEEE International Conference on
Print_ISBN :
978-1-4799-8687-3
DOI :
10.1109/BigMM.2015.81