Adaptive classifier for robust detection of signing articulators based on skin colour

Proceedings - 2011 6th IEEE International Symposium on Electronic Design, Test and Application, DELTA 2011

Volumn , Issue , 2011, Pages 259-262

  Khan, Shujjat ^a   Bailey, Donald ^a   Gupta, Gourab Sen ^a   Demidenko, Serge ^b  

^a MASSEY UNIVERSITY   (New Zealand)

^b RMIT UNIVERSITY VIETNAM   (Viet Nam)

Author keywords

Adaptive histogram; Background model; Cascaded classifier; Non parametric model; Skin detector

Indexed keywords

ADAPTIVE CLASSIFIERS; ADAPTIVE HISTOGRAM; BACKGROUND MODEL; CASCADED CLASSIFIERS; LIGHTING CONDITIONS; MODELLING AND VALIDATION; NON-PARAMETRIC MODEL; ONLINE TRAINING; ROBUST DETECTION; SKIN COLOUR; WEAK CLASSIFIERS;

DETECTORS; GRAPHIC METHODS; MAXIMUM LIKELIHOOD; PIXELS;

MODELS;

EID: 79953127631     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/DELTA.2011.54     Document Type: Conference Paper

References (7)

1. S. M. P. Kakumanu, N. Bourbakis, "A survey of skin-color modeling and detection methods", The journal of pattern recognition, 2007, pp. 106-1122.
2. A. Cheddad, J. Condell, K. Curran, and P. M. Kevitt, "A skin tone detection algorithm for an adaptive approach to steganography", Elsevier, vol. 89, no. 12, 2009, pp. 2465-2478
3. R. Akmeliawati, M. P. Leen Ooi, and Y. C. Kuang, "Real-Time Malaysian Sign Language Translation using Colour Segmentation and Neural Network ", Instrumentation and Measurement Technology Conference (IMTC2007), Warsaw, Poland, pp. 1-6, 1-3 May, 2007
4. M. J. Jones, and J. M. Rehg, "Statistical Color Models with Application to Skin Detection", International Journal of Computer Vision (IJCV), vol. 46, no. 1, 2010, pp. 81-96.
5. Farhad Dadgostar, and A. Sarrafzadeh, "An adaptive real-time skin detector based on Hue thresholding: A comparison on two tracking methods", Pattern Recognition Letters, Voll. 27, Issue 12, Spetember 2006, pp 1342-1352.
6. A. K. B. See, and Y. K. Liaw, "Face detection and tracking utilizing enhanced CAMSHIFT model", International journal of innovative computing, information and control, vol. 10, 2006, pp. 1-12.
7. Z. Qiang, C. Kwang-Ting, W. Ching-Tung, and W. Yi-Leh, "Adaptive learning of an accurate skin-color model", Sixth IEEE International Conference on Automatic Face and Gesture Recognition, Seoul, Korea,pp. 37-42, 17-19 May, 2004.