Title :
A Rough Set Approach for Video Deinterlacing
Author :
Jeon, Gwanggil ; Won, Junho ; Lee, Rokkyu ; Jeong, Jechang
Author_Institution :
Hanyang Univ., Seoul
Abstract :
A deinterlacing algorithm that is based on rough set theory is researched and applied. In this paper, rough sets serve as a tool for data analysis and knowledge discovery from test sequences. The proposed deinterlacing approach employs a size reduction of the database system, keeping only the essential information for the process. This approach automatically selects the best deinterlacing approach. Decision making and interpolation results are presented.
Keywords :
data mining; rough set theory; video signal processing; data analysis; decision making; knowledge discovery; rough set theory; test sequences; video deinterlacing; Data analysis; Database systems; Expert systems; Information systems; Interpolation; Rough sets; Sampling methods; Set theory; TV; Testing; core; deinterlacing; information system; reduct; rough set theory;
Conference_Titel :
Multimedia and Expo, 2007 IEEE International Conference on
Conference_Location :
Beijing
Print_ISBN :
1-4244-1016-9
Electronic_ISBN :
1-4244-1017-7
DOI :
10.1109/ICME.2007.4285057
