Title :
Frame rate up-conversion method based on texture adaptive bilateral motion estimation
Author :
Jin-Hyung Kim ; Yun-Ho Ko ; Hyun-Soo Kang ; Si-Woong Lee ; Jae Kwon
Author_Institution :
Dept. of Mechatron. Eng., Chungnam Nat. Univ., Daejeon, South Korea
Abstract :
In this paper, a new frame rate up-conversion scheme is proposed in order to overcome motion blur problems of liquid crystal displays caused by slow responses. Conventional bilateral motion estimation methods used in the frame rate upconversion scheme present a major drawback of missing true motion vectors if there are blocks with simple textures in search range. To solve this problem, a texture adaptive bilateral motion estimation method increasing the cost value of a block with simple texture is proposed. Also a motion estimation scheme that utilizes neighboring motion vector effectively is proposed to reduce computation time required to estimate motion. Since the proposed scheme does not apply all available motion vectors within search range, the execution time of frame rate up conversion can be reduced dramatically. Experimental results show that the interpolated frame image quality is improved as well as the processing time of the proposed method is greatly reduced compared with those of conventional methods.
Keywords :
computational complexity; image restoration; image texture; liquid crystal displays; motion estimation; block cost value; computation time reduction; frame rate up-conversion method; image quality improvement; liquid crystal displays; motion blur problems; neighboring motion vector utilization; texture adaptive bilateral motion estimation method; Computational complexity; Educational institutions; Image quality; Image reconstruction; Image sequences; Motion estimation; Vectors; Bilateral motion estimation; Fast frame rate up conversion; LCD motion blurs; Neighboring motion; Texture activity;
Journal_Title :
Consumer Electronics, IEEE Transactions on
DOI :
10.1109/TCE.2014.6937329