Attention model based progressive image transmission

Progressive image transmission provides a convenient user interface when images are transmitted slowly. However, most of the existing PIT techniques only consider the objective quality of the reconstructed image. Here we present an attention model based progressive image transmission approach to improve the subjective quality of the transmission process. We use both bottom-up image features and top-down semantic information to extract the regions of interest and also propose a new ROI coding scheme based on JPEG2000 to control the trade-off between the transmission of ROI and background. Experiments have shown the efficiency of our approach

[1]  Wang Qi Region-of-interest Coding in JPEG2000 , 2003 .

[2]  K. R. Rao,et al.  Human visual weighted progressive image transmission , 1990, IEEE Trans. Commun..

[3]  Xing Xie,et al.  Automatic browsing of large pictures on mobile devices , 2003, MULTIMEDIA '03.

[4]  Fred Stentiford,et al.  Visual attention for region of interest coding in JPEG 2000 , 2003, J. Vis. Commun. Image Represent..

[5]  Yan Liang,et al.  A new JPEG2000 region-of-interest coding method: generalized partial bitplanes shift , 2005, SPIE/COS Photonics Asia.

[6]  Claudio M. Privitera,et al.  Algorithms for Defining Visual Regions-of-Interest: Comparison with Eye Fixations , 2000, IEEE Trans. Pattern Anal. Mach. Intell..

[7]  Anthony J. Maeder,et al.  Automatic identification of perceptually important regions in an image , 1998, Proceedings. Fourteenth International Conference on Pattern Recognition (Cat. No.98EX170).

[8]  C. Christopoulos,et al.  Efficient methods for encoding regions of interest in the upcoming JPEG2000 still image coding standard , 2000, IEEE Signal Processing Letters.

[9]  A. Said,et al.  Manuscript Submitted to the Ieee Transactions on Circuits and Systems for Video Technology a New Fast and Eecient Image Codec Based on Set Partitioning in Hierarchical Trees , 2007 .

[10]  HongJiang Zhang,et al.  Contrast-based image attention analysis by using fuzzy growing , 2003, MULTIMEDIA '03.

[11]  Guoliang Fan,et al.  A new JPEG2000 region-of-interest image coding method: partial significant bitplanes shift , 2003, IEEE Signal Processing Letters.

[12]  Alan C. Bovik,et al.  Bitplane-by-bitplane shift (BbBShift) - A suggestion for JPEG2000 region of interest image coding , 2002, IEEE Signal Processing Letters.

[13]  Xing Xie,et al.  A visual attention model for adapting images on small displays , 2003, Multimedia Systems.