Akın, Abdulkadir and Çetin, Mert and Erbağcı, Burak and Karakaya, Özgür and Hamzaoğlu, İlker (2010) An adaptive bilateral motion estimation algorithm and its hardware architecture. In: 18th IEEE/IFIP International Conference on VLSI and System-on-Chip (VLSI-SoC), Madrid, Spain
Full text not available from this repository. (Request a copy)Abstract
In this paper, we propose an adaptive bilateral motion estimation (Bi-ME) algorithm for frame rate up-conversion of High Definition (HD) video. The proposed algorithm can be used as a refinement step after a true motion estimation algorithm. It refines the motion vector field between successive frames by employing a spiral search pattern and by adaptively assigning weights to candidate search locations. In addition, we propose a high performance hardware architecture for implementing the proposed Bi-ME algorithm. The proposed hardware uses an efficient memory organization and a novel data reuse scheme in order to reduce the memory bandwidth and control overhead. The proposed hardware consumes 24% of the slices in a Xilinx 2V8000FF1517-5 FPGA. It can work at 107 MHz in the same FPGA and is capable of processing 124 1920x1080 full HD frames per second (fps), therefore doubling the frame rate to 248 fps.
| Item Type: | Papers in Conference Proceedings |
|---|---|
| Uncontrolled Keywords: | Bilateral Motion Estimation; True Motion Estimation; Frame Rate Up-conversion; Hardware Implementation; FPGA |
| Subjects: | T Technology > TK Electrical engineering. Electronics Nuclear engineering > TK7800-8360 Electronics > TK7885-7895 Computer engineering. Computer hardware T Technology > TK Electrical engineering. Electronics Nuclear engineering > TK7800-8360 Electronics |
| Divisions: | Faculty of Engineering and Natural Sciences > Academic programs > Electronics Faculty of Engineering and Natural Sciences |
| Depositing User: | İlker Hamzaoğlu |
| Date Deposited: | 01 Dec 2010 12:42 |
| Last Modified: | 26 Apr 2022 08:58 |
| URI: | https://research.sabanciuniv.edu/id/eprint/15576 |


