Title :
A Novel Integer Pixel Search Algorithm Based on Prediction
Author :
Sun, Yan ; Li, Shaozi
Author_Institution :
Xiamen Univ., Xiamen
Abstract :
In this paper, an Integer pixel Search algorithm based on Prediction (PIS) is proposed. The primary characteristic is using quadrangle search pattern as guidance to predicting direction when searching optimal result. Then, the flat hexagon, which has cross-center-biased property of moving vectors´ direction in video sequences, is used. To prove the validity of the PIS algorithm, besides some theories and computation analysis, several experiments shows compressed images using PIS have similar quality to the full search (FS). The loss is 0.2% at most and much less time than FS and other former fast algorithms in all kinds of condition.
Keywords :
image motion analysis; image sequences; prediction theory; search problems; video coding; cross-center-biased property; image compression; prediction based integer pixel search algorithm; quadrangle search pattern; video sequence; Algorithm design and analysis; Cognitive science; Computer science; Image analysis; Image coding; Motion estimation; Prediction algorithms; Transform coding; Video compression; Video sequences; hexagon; integer pixel; prediction; quadrangle;
Conference_Titel :
Information Technologies and Applications in Education, 2007. ISITAE '07. First IEEE International Symposium on
Conference_Location :
Kunming
Print_ISBN :
978-1-4244-1386-7
Electronic_ISBN :
978-1-4244-1386-7
DOI :
10.1109/ISITAE.2007.4409320