Subpixel motion estimation without interpolation

We propose a fast subpixel motion estimation method for motion deblurring, where conventional motion estimation algorithms used in video codings are too complex. The new algorithm is a combination of block matching and optical flow. It does not require any interpolation and it does not provide motion compensated frames. Thus it is much faster than conventional methods. Statistical results show that the new algorithm performs quickly and accurately. It also demonstrates compatible performance with the benchmarking full search algorithm, yet uses significantly less amount of time.

• Type: Conference
• Year: 2010
• Where: ICASSP
• Authors: Stanley H. Chan, Dung Trung Vo, Truong Q. Nguyen
• Keywords: Algorithm, ICASSP 2010, Motion Estimation, Signal Processing, Subpixel Motion Estimation