Title :
Real-time component labelling and feature extraction on FPGA
Author :
Thörnberg, Benny ; Lawal, Najeem
Author_Institution :
Dept. of Inf. Technol. & Media, Mid Sweden Univ., Sundsvall, Sweden
Abstract :
We present in this work an image component labeller-and feature extraction module that can operate in real-time. This labeller is suitable for smart cameras and Field Programmable Gate Arrays (FPGA). We show in our work how complex gray value features of image components can be calculated in parallel with label assignment without first resolving complex chains of merged labels. The labeller and a simple counter of number of image components are implemented on a Xilinx Virtex II Pro. We report device usage, maximum frequency and power dissipation.
Keywords :
computer vision; feature extraction; field programmable gate arrays; video cameras; FPGA; feature extraction; gray value features; image components; label assignment; real-time component labelling; smart cameras; Bandwidth; Feature extraction; Field programmable gate arrays; Image sensors; Information technology; Labeling; Machine vision; Merging; Pixel; Smart cameras;
Conference_Titel :
Signals, Circuits and Systems, 2009. ISSCS 2009. International Symposium on
Conference_Location :
Iasi
Print_ISBN :
978-1-4244-3785-6
Electronic_ISBN :
978-1-4244-3786-3
DOI :
10.1109/ISSCS.2009.5206100