Title :
Visible Edges Thresholding: a HVS based Approach
Author :
Hautière, Nicolas ; Aubert, Didier
Author_Institution :
LIVIC, INRETS-LCPC, Versailles
Abstract :
This paper presents a technique, which determines whether an edge is visible for a human eye or not. First, a threshold function is built according to the optical characteristics of the sensor and a contrast sensitivity function (CSF). Then, the DCT coefficients of each 8times8 block are computed. For each one, the computed spectrum is compared with the previous threshold function, which enables to conclude about the presence of visible picture elements. Finally, this information is applied to edges detection using a binarization technique. Results are given on images grabbed onboard a moving vehicle
Keywords :
discrete cosine transforms; edge detection; image segmentation; DCT coefficients; binarization technique; contrast sensitivity function; edge detection; human visual system; threshold function; visible edges thresholding; Cameras; Charge coupled devices; Charge-coupled image sensors; Discrete cosine transforms; Humans; Image edge detection; Optical sensors; Sensor arrays; Sensor phenomena and characterization; Solid modeling;
Conference_Titel :
Pattern Recognition, 2006. ICPR 2006. 18th International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
0-7695-2521-0
DOI :
10.1109/ICPR.2006.1177