Title :
A novel interpolation-free scheme for fractional pixel motion estimation
Author :
Xuguang Zuo ; Lu Yu
Author_Institution :
Zhejiang Provincial Key Lab. of Inf. Network Technol., Zhejiang Univ., Hangzhou, China
fDate :
May 31 2015-June 3 2015
Abstract :
Fractional pixel motion estimation (ME), including fractional pixel interpolation and fractional motion vector (MV) prediction, has been implemented within many modern video codecs to optimize the rate-distortion performance. However, it brings about significant computational complexity increase. This paper proposes an interpolation-free fractional pixel ME scheme. Based on the analysis of the property of the error surface established with the block distortion measurement (BDM) of the integer pixel points, a parabolic curve passing the minimum point of the error surface is derived. Then the optimal fractional MV position is determined as the minimum point of the curve. Experimental results show that the proposed algorithm significantly reduces computational complexity of fractional pixel ME and outperforms the state-of-the-art interpolation-free fractional pixel ME algorithms.
Keywords :
computational complexity; interpolation; motion estimation; video codecs; BDM; block distortion measurement; computational complexity; fractional MV; fractional motion vector; fractional pixel motion estimation; integer pixel point; interpolation-free fractional pixel ME scheme; parabolic curve; rate-distortion performance; video codecs; Complexity theory; Indexes; Prediction algorithms; Interpolation-free; block distortion measurement; error surface; fractional pixel motion estimation; parabola;
Conference_Titel :
Picture Coding Symposium (PCS), 2015
Conference_Location :
Cairns, QLD
DOI :
10.1109/PCS.2015.7170051