Title :
A simple and efficient face detection algorithm for video database applications
Author :
Albiol, Alberto ; Torres, Luis ; Bouman, Charles A. ; Delp, Edward J.
Author_Institution :
Politech. Univ. of Valencia, Spain
Abstract :
The objective of this work is to provide a simple and yet efficient tool to detect human faces in video sequences. This information can be very useful for many applications such as video indexing and video browsing. In particular the paper focuses on the significant improvements made to our face detection algorithm presented by Albiol, Bouman and Delp (see IEEE Int. Conference on Image Processing, Kobe, Japan, 1999). Specifically, a novel approach to retrieve skin-like homogeneous regions is presented, which is later used to retrieve face images. Good results have been obtained for a large variety of video sequences.
Keywords :
database indexing; image retrieval; image segmentation; image sequences; object detection; video databases; face detection algorithm; face image retrieval; skin-like homogeneous regions retrieval; unsupervised segmentation; video browsing; video database applications; video indexing; video sequences; Databases; Face detection; Face recognition; Humans; Image retrieval; Indexing; MPEG 7 Standard; Proposals; Skin; Video sequences;
Conference_Titel :
Image Processing, 2000. Proceedings. 2000 International Conference on
Conference_Location :
Vancouver, BC, Canada
Print_ISBN :
0-7803-6297-7
DOI :
10.1109/ICIP.2000.899286