Title :
Automatic extraction of facial feature points for MPEG4 videophone applications
Author :
Sarris, N. ; Karagiannis, P. ; Strintzis, M.G.
Author_Institution :
Dept. of Electr. & Comput. Eng., Aristotle Univ. of Thessaloniki, Greece
Abstract :
This paper addresses the problem of automatically extracting a set of characteristic feature points from images containing a front view of a human face. These feature points include edge-points of the basic characteristics of a face and are extremely useful for the adaptation of 3D head models and the extraction of facial animation parameters of the synthetic/natural hybrid coding (SNHC) part of the MPEG4 image coding standard. The proposed method is based on: (a) an initial segmentation of the chrominance image to extract a rough area of the face, (b) post-processing of the extracted area by standard dilation and erosion operators, (c) geometric region splitting within the facial area and (d) detection of the features within their corresponding regions based on their geometrical characteristics.
Keywords :
Code standards; Computer animation; Feature extraction; Image color analysis; Image segmentation; Mathematical operators; Telecommunication standards; Video coding; Videotelephony; 3D head models; MPEG4 image coding standard; MPEG4 videophone applications; automatic extraction; chrominance image segmentation; facial animation parameters; facial area; facial feature points; feature detection; feature extraction; front view; geometric region splitting; geometrical characteristics; human face; post-processing; standard dilation operator; standard erosion operator; synthetic/natural hybrid coding; Data mining; Face detection; Facial animation; Facial features; Humans; Image coding; Image segmentation; MPEG 4 Standard; Neural networks; Principal component analysis;
Conference_Titel :
Consumer Electronics, 2000. ICCE. 2000 Digest of Technical Papers. International Conference on
Conference_Location :
Los Angles, CA, USA
Print_ISBN :
0-7803-6301-9
DOI :
10.1109/ICCE.2000.854528