Title :
Video object segmentation using color fuzzy determination algorithm
Author :
Byun, Oh-Sung ; Park, In-Kyu ; Baek, Deck-Soo ; Moon, Sung-Ryong
Author_Institution :
Dept. of Electron. Eng., Won Kwang Univ., Chollabuk-Do, South Korea
Abstract :
In this paper, we propose the color fuzzy decision algorithm for face segmentation in a color image. Our algorithm can segment without the user´s interaction by fuzzy decision marking. It removes small parts such as a noise using wavelet morphology in the image obtained by applying the fuzzy decision algorithm. Also, it merges and chooses the face region in each quantization image through rough sets. This video object division algorithm is shown to be superior to a conventional algorithm.
Keywords :
decision making; decision theory; fuzzy set theory; image coding; image colour analysis; image segmentation; wavelet transforms; color fuzzy decision algorithm; color image; fuzzy decision making; quantization image; rough sets; user interaction; video object division algorithm; video object segmentation; wavelet morphology; Encoding; Face detection; Face recognition; Fuzzy systems; Image segmentation; Morphology; Object segmentation; Rough sets; Skin; Standardization;
Conference_Titel :
Fuzzy Systems, 2003. FUZZ '03. The 12th IEEE International Conference on
Print_ISBN :
0-7803-7810-5
DOI :
10.1109/FUZZ.2003.1206619
