A Two Stage Template Matching Algorithm and Its Implementation on FPGA
23nd Signal Processing and Communications Applications Conference (SIU), Malatya, Turkey, 16 - 19 May 2015, pp.2214-2217, (Full Text)
- Publication Type: Conference Paper / Full Text
- Doi Number: 10.1109/siu.2015.7130315
- City: Malatya
- Country: Turkey
- Page Numbers: pp.2214-2217
- Keywords: Template Matching, Sum of Absolute Differences, Field-Programmable-Gate-Array (FPGA), Parallel Processing, Memorry Adressing, Unmanned Air Vehicle (UAV)
- Akdeniz University Affiliated: Yes
Abstract
In this paper, to decrease the computational cost and number of cycles in Template Matching Algorithm, a novel two-stage algorithm is proposed. The Sum of Absolute Differences method is used for matching. The proposed algorithm is implemented on Field-Programmable-Gate-Array (FPGA). The algorithm is accelerated with the effective usage of Block RAMs distributed on FPGA. Thus, the proposed algorithm became fast enough for real time object tracking applications on UAVs.