Title :
Motion estimation by segmentation and prediction of direction
Author :
Mehr, S.M.R.S. ; Samavi, Shadrokh ; Shirani, Shahram ; Tafazoli, Hassan
Author_Institution :
Dept. of Electr. & Comput. Eng., Isfahan Univ. of Technol.
Abstract :
In this paper we show that the motion direction of a block is correlated with those of the neighboring blocks of the current frame and those of the previous frame. We design a search algorithm which is called SAPDS (segmentation assisted predicted direction search). This algorithm uses the mentioned correlation and hence predicts a direction for the movement of the block. Therefore, based on this prediction an initial search point is found. Around this initial search point a local search is performed to obtain the best matched block. For the hardware implementation of the algorithm we developed a circuit to perform the direction prediction part of the routine. This circuit uses only five 2-input gates and two 5-bit comparators. Comparing our algorithm with the existing routines we were able to reduce the required hardware as well as computational complexity. This is shown by simulating a large number of standard video image sequences
Keywords :
computational complexity; image segmentation; image sequences; motion estimation; computational complexity; initial search point; motion estimation; search algorithm; segmentation assisted predicted direction search; video image sequences; Algorithm design and analysis; Circuit simulation; Computational complexity; Computational modeling; Hardware; Image coding; Image sequences; Motion estimation; Video compression; Videoconference;
Conference_Titel :
Electrical and Computer Engineering, 2005. Canadian Conference on
Conference_Location :
Saskatoon, Sask.
Print_ISBN :
0-7803-8885-2
DOI :
10.1109/CCECE.2005.1557379