FPGA implementation of a vehicle detection algorithm using three-dimensional information
Masanori Hariyama, Kensaku Yamashita, Michitaka Kameyama · Proceedings - IEEE International Parallel and Distributed Processing Symposium · 2008
This paper presents a vehicle detection algorithm using 3-dimensional(3D) information and its FPGA implementation. For high-speed acquisition of 3D information, feature- based stereo matching is employed to reduce search area. Our algorithm consists of some tasks with high degree of column- level parallelism. Based on the parallelism, we propose area- efficient VLSI architecture with local data transfer between memory modules and processing elements. Images are equally divided into blocks with some columns, and a block is allocated to a PE. Each PE performs the processing in parallel. The proposed architecture is implemented on FPGA (Altera Stratix EP1S40F1020C7). For specifications of image size 640 times 480, 100 frames/sec, and operating frequency 100 MHz, only 11,000 logic elements (< 30%) are required for 30 PEs.