Visual Communication at Limited Colour Display ... - Semantic Scholar
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Visual Communication at Limited Colour Display ... - Semantic Scholar
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Visual Communication at Limited Colour Display Capability Yan Lu, Wen Gao and Feng Wu
Abstract: A novel scheme for visual communication by means of mobile devices with limited colour display capability is proposed. A colour quantization technique is first proposed based on the perception of human visual system on skin colour. An efficient coding scheme is then developed to compress colour quantised video at very low bit rate.
I. INTRODUCTION With the rapid developments on multimedia and Internet, more and more images and videos are transmitted and viewed in digital form. However, people still experience difficultly access image/video despite of the great achievements in visual communication techniques. One of the main problems arises owing to the limited colour display capability of mobile devices. Full-colour display devices use 24 bits to specify the colour of each pixel on the screen. However, most of mobile devices have insufficient capability on displaying a full-colour video. Therefore, a reduced colourresolution screen is often used with 8 bits for each pixel. Instead of directly specifying a colour, 8 bits give a colour index in the colour map (or palette). The video represented by the indexes associated with a colour palette is known as pseudocolour video. A further main problem of mobile communication is due to low channel bandwidth, which seeks to code source video at very low bit rates. Generally efficient compression of pseudo-colour video is very difficult because the indexes lose spatial correlation. A straightforward way is to directly code raw full-colour video by utilizing the available coding techniques such as H.263 and MPEG-4, and then apply dynamic colour quantisation on the decoder side prior to display. However, good dynamic colour quantization usually requires high intensive computation that most of mobile devices cannot offer [1]. In this Letter we first propose a colour quantisation technique by considering the perception of human visual system (HVS) on human skin colour. The skin colour model is trained based on yellow and white human as an example. For other human species, different skin colour models can be easily produced. After colour
1
quantisation, the video sequence still consists of luminance and chrominance values with fewer bits. We call this limited colour video in this Letter. The existing video coding techniques are still suitable to the limited colour video. Therefore, an efficient coding scheme is developed from JVT [2] with significantly modification on chrominance compression. At the decoder side, the reconstructed luminance and chrominance can properly display with the proposed colour map.
II. COLOR QUANTISATION Since YUV colour space is used in the most video coding systems, the colour quantisation algorithm proposed in this Letter is operated on it. HVS can readily understand and recognize the luminance (or gray) image rather than the chrominance image. Therefore, allocating more bits to represent the luminance (Y) component is reasonable. Assume that N (N