Singh, S and Saini, R and Saurav, S and Tanwar, P and Raju, KS and Saini, AK and Chaudhury, S and Ishii, I
(2016)
High Frame Rate Real-time Scene Change Detection System.
In: 10th Indian Conference on Computer Vision, Graphics and Image Processing, 18 - 22 December 2016, Indian Institute of Technology Guwahati.
(Submitted)
Abstract
Scene change detection, one of the fundamental and most important problems of computer vision, plays a very important role in the realization of a complete industrial vision system as well as automated video surveillance sys• tem - for automatic scene analysis, monitoring, and generation of alerts based on relevant changes in a video stream. Therefore, in addition to being accurate and robust, a successful scene change detection system must also be of very high frame rate in order to detect scene changes which goes off within a glimpse of the eye and often goes unnoticeable by the conventional frame rate cameras. Keeping this high frame rate processing as main focus, a very high frame rate real-time scene change detection system is developed by leveraging VLSI design to achieve high performance. This is accomplished by proposing, designing. and implementing an area-efficient scene change detection VLSI ar• chitecrure on FPGA-based !DP Express platform. The complete real-time scene change detection system is capable of processing 2000 frames per second for 5 I 2x5 I 2 video resolution and the developed prototype is tested for the same. The proposed and implemented system architecture is adaptable and scalable for different video resolutions and frame rates.
Actions (login required)
 |
View Item |
Download Statistics
Download Statistics