Title :
Efficient sign language video representation
Author :
Kountchev, R. ; Todorov, Vl ; Kountcheva, R.
Author_Institution :
Dept. of Radio Commun., Tech. Univ.-Sofia, Sofia
Abstract :
In the paper is presented one new approach for efficient presentation of video sign language interpretations, used in training of hearing impaired people. The idea is based on the use of contour image sequences instead of the original color ones. The aim is to achieve efficient compression, which to offer easier access for distance learning applications or mobile communications. The contours extraction is based on image filtration and background equalization, followed by image segmentation and lossless intra-frame compression of the consecutive TV frames of the video interpretations. In result, the understandability of the sign language interpretations is retained. The high compression ratio obtained ensures easier accessibility for the presented information. The comparison with other similar methods proved the efficiency of the new approach.
Keywords :
edge detection; handicapped aids; image representation; image segmentation; image sequences; natural languages; video signal processing; background equalization; contour image sequences; contours extraction; distance learning applications; hearing impaired people training; image filtration; image segmentation; lossless intra-frame compression; mobile communications; sign language video representation; video interpretations; video sign language interpretations; Auditory system; Computer aided instruction; Data mining; Filtration; Handicapped aids; Image coding; Image segmentation; Image sequences; Mobile communication; Video compression; Contour extraction; Intra-frame coding; Lossless and lossy compression; Sign language interpretation;
Conference_Titel :
Systems, Signals and Image Processing, 2008. IWSSIP 2008. 15th International Conference on
Conference_Location :
Bratislava
Print_ISBN :
978-80-227-2856-0
Electronic_ISBN :
978-80-227-2880-5
DOI :
10.1109/IWSSIP.2008.4604396