Title :
Face features detection and representation by morphological reconstruction and linking
Author :
Yi, Fazhen ; Feng, Xin ; Qu, Zhenshen
Author_Institution :
Dept. of Electr. Eng., Beijing Jiaotong Univ., Beijing
Abstract :
In this paper, we try to address the low level image features detection and representation problem under various illuminations and in various backgrounds. We use multiple thresholds iteratively get a proper threshold value. The results of detection may have disconnected lines, or edges, or boundaries. We use morphological reconstruction and edge linking algorithm to rebuild the edge and connect the disconnected boundaries. Also, we use a set of straight line to approximate the contours or boundaries of the face features, which can simplify the representation of these features. Experiments on human face images show that the results are good.
Keywords :
edge detection; face recognition; object detection; edge linking algorithm; face features detection; face features representation; morphological reconstruction; Computer vision; Face detection; Face recognition; Feature extraction; Image edge detection; Joining processes; Layout; Lighting; Principal component analysis; Space technology; Illumination invariance; face recognition; feature extraction;
Conference_Titel :
Systems and Control in Aerospace and Astronautics, 2008. ISSCAA 2008. 2nd International Symposium on
Conference_Location :
Shenzhen
Print_ISBN :
978-1-4244-3908-9
Electronic_ISBN :
978-1-4244-2386-6
DOI :
10.1109/ISSCAA.2008.4776184