Color image enhancement based on HVS and PCNN

To enhance color images more effectively, a novel strategy is presented in this paper. We firstly translate the image to be enhanced from RGB space into HIS space, secondly keep its H component unchanged, and thirdly stretch its S component exponentially, and at last process its I component in the following manner: couple both the gray value and the spatial information into an inner activity item of corresponding neuron, integrate the human visual system into a dynamic component of corresponding neuron, and compare the inner activity item with dynamic component to obtain the enhanced image. Experiments demonstrate the effectiveness and validity of our strategy.

[1]  Robert Faux Stevens, S S , 2005 .

[2]  WU Zhen-yang,et al.  Multi-scale Color Image Enhancement Algorithm Based on Human Visual System (HVS) , 2003 .

[3]  Wen-Rong Wu,et al.  Image Contrast Enhancement Based on a Histogram Transformation of Local Standard Deviation , 1998, IEEE Trans. Medical Imaging.

[4]  Liu Yong-chun Image segmentation based on pulse-coupled neural network , 2008 .

[5]  Liu Feng,et al.  Diffusion filtering in image processing based on wavelet transform , 2006 .

[6]  S. S. Stevens On the psychophysical law. , 1957, Psychological review.

[7]  Dai-Heng Chen Stresses due to an adhesion crack in T-shaped junction of two orthotropic plates , 2012 .

[8]  김정연,et al.  서브블록 히스토그램 등화기법을 이용한 개선된 콘트래스트 강화 알고리즘 ( An Advanced Contrast Enhancement Using Partially Overlapped Sub-Block Histogram Equalization ) , 1999 .

[9]  Yudong Zhang,et al.  Improved image filter based on SPCNN , 2008, Science in China Series F: Information Sciences.

[10]  Bin Liu,et al.  Multi-spectral image fusion method based on two channels non-separable wavelets , 2008, Science in China Series F: Information Sciences.

[11]  Malur K. Sundareshan,et al.  Adaptive image contrast enhancement based on human visual properties , 1994, IEEE Trans. Medical Imaging.

[12]  Fei Qiao,et al.  Implementation of low-swing differential interface circuits for high-speed on-chip asynchronous interconnection , 2008, Science in China Series F: Information Sciences.

[13]  WU Le-nan Improved immune algorithm for image restoration , 2009 .

[14]  Thomas Augustin,et al.  The problem of meaningfulness: Weber's law, Guilford's power law, and the near-miss-to-Weber's law , 2009, Math. Soc. Sci..

[15]  Reinhard Eckhorn,et al.  Feature Linking via Synchronization among Distributed Assemblies: Simulations of Results from Cat Visual Cortex , 1990, Neural Computation.

[16]  Chen Wenxi AN ANALYTICAL EXPRESSION OF WEBER RATIO , 1996 .