Title :
Skin-tone Macroblock detection for video coding
Author :
Carrillo, Paula ; Osamoto, Akira ; Wang, Jian
Author_Institution :
Texas Instrum., Stafford, TX, USA
Abstract :
This paper presents a low complexity color-based skin tone detection classifying skin Macroblocks (MBs) in two categories: Region of Interest (ROI) MBs and No Skin MB as non-ROI MBs (MB; 16×16 block of pixels). The classification is based on empirical thresholds applied to the mean of the color components. With this classification and a modified Rate Control (RC), which smoothly assign various levels of quality, a visual quality increase in human faces is obtained. The challenge is to develop a reliable system that works in real time implementations. Our proposal is a low complexity solution that could run over a single-core DSP as a part of an encoder implementation.
Keywords :
image colour analysis; video coding; low complexity color-based skin tone detection; rate control; skin macroblocks; skin-tone macroblock detection; video coding; visual quality; Classification algorithms; Complexity theory; Digital signal processing; Image color analysis; Instruments; Pixel; Skin; DSP; Face detection; ROI; Skin tone detection; Video Quality;
Conference_Titel :
Broadband Multimedia Systems and Broadcasting (BMSB), 2011 IEEE International Symposium on
Conference_Location :
Nuremberg
Print_ISBN :
978-1-61284-121-2
Electronic_ISBN :
2155-5044
DOI :
10.1109/BMSB.2011.5954901