Title :
High-Speed Video Transfer and Real-Time Infrared Spots Detection Based on FPGA
Author :
Huang, Maoxiang ; Wang, Chenhao ; Liu, Yuncai
Author_Institution :
Inst. of Image Process. & Pattern Recognition, Shanghai Jiao Tong Univ., Shanghai, China
Abstract :
This paper presents a high-speed video transfer scheme and a real-time infrared spots detection algorithm designed for field programmable gate array (FPGA) implementation. Rather than IEEE 1394a, two IEEE 1394b interfaces are alternatively used to ensure high-resolution image transfer in real time. In order to execute fast infrared spots detection, a parallel algorithm that processes four pixels per clock cycle is proposed. It detects infrared spots in a single pass over a frame and its implementation is only composed of combinatorial logic and registers. Furthermore, the execution time of the algorithm is independent of image content. A prototype system is implemented in an FPGA device. It is capable of transferring 1024 Ã 768 images smoothly at 60 fps and detecting infrared sports in a 1024 Ã 768 image within 1.966ms, demonstrating its superiority over the existing multi-pass algorithms and some other one-pass algorithms. Details of software and hardware architecture are discussed in this paper.
Keywords :
field programmable gate arrays; image resolution; object detection; video streaming; FPGA; IEEE 1394b interface; field programmable gate array; high-resolution image transfer; high-speed video transfer; parallel algorithm; real-time infrared spots detection; Algorithm design and analysis; Clocks; Detection algorithms; Field programmable gate arrays; Infrared detectors; Infrared imaging; Logic devices; Parallel algorithms; Prototypes; Software prototyping; FPGA; IEEE 1394b; centroid; connected component; infrared spot; real-time image processing;
Conference_Titel :
Computer Science and Engineering, 2009. WCSE '09. Second International Workshop on
Conference_Location :
Qingdao
Print_ISBN :
978-0-7695-3881-5
DOI :
10.1109/WCSE.2009.786