Novel Color filter array demosaicing in frequency Domain with Spatial Refinement

The main idea behind wavelet based demosaicing with spatial refinement is to reconstruct the full reso lution color image from the mosaiced image. In this study, a new effective wavelet based demosaicing algorith m for interpolating the missing color components in Bayer ’s Color Filter Array (CFA) pattern is proposed. Th is interpolation technique uses the interchannel corre lation among the high frequency subbands to determine the missing pixels in each color channel, followed by a refining step in spatial domain which uses non-ite rative technique that enforces color difference rule with fewer computations. As a result, the proposed demosaicing method yields better performance than bilinear, edg e based and subband based demosaicing methods.

[1]  Li Chen,et al.  Subband Synthesis for Color Filter Array Demosaicking , 2008, IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans.

[2]  Elwin Chandra Monie,et al.  Edge Sensing Demosaicing Using Adaptive Weighted Interpolation , 2013 .

[3]  Xun Wang,et al.  Colour demosaicking for complementary colour filter array using spectral and spatial correlations , 2012 .

[4]  Paul Scheunders,et al.  Wavelet-based color filter array demosaicking , 2004, 2004 International Conference on Image Processing, 2004. ICIP '04..

[5]  Jr. James E. Adams,et al.  Interactions between color plane interpolation and other image processing functions in electronic photography , 1995, Electronic Imaging.

[6]  Xin Li,et al.  Demosaicing by successive approximation , 2005, IEEE Transactions on Image Processing.

[7]  Pei-Yu Chang,et al.  Effective demosaicking algorithm based on edge property for color filter arrays , 2012, Digit. Signal Process..

[8]  Yücel Altunbasak,et al.  Color plane interpolation using alternating projections , 2002, 2002 IEEE International Conference on Acoustics, Speech, and Signal Processing.

[9]  John A. Weldy Optimized Design For A Single-Sensor Color Electronic Camera System , 1989, Photonics West - Lasers and Applications in Science and Engineering.

[10]  Thierry Blu,et al.  Linear interpolation revitalized , 2004, IEEE Transactions on Image Processing.

[11]  R.W. Schafer,et al.  Demosaicking: color filter array interpolation , 2005, IEEE Signal Processing Magazine.

[12]  Rastislav Lukac,et al.  Demosaicked image postprocessing using local color ratios , 2004, IEEE Transactions on Circuits and Systems for Video Technology.

[13]  Wen-Chung Kao,et al.  Effective demosaicing using subband correlation , 2009, 2009 Digest of Technical Papers International Conference on Consumer Electronics.

[14]  Tadashi Sakamoto,et al.  Software pixel interpolation for digital still cameras suitable for a 32-bit MCU , 1998 .

[15]  Ron Kimmel,et al.  Demosaicing: Image Reconstruction from Color CCD Samples , 1998, ECCV.

[16]  Rastislav Lukac,et al.  Normalized color-ratio modeling for CFA interpolation , 2004, IEEE Transactions on Consumer Electronics.

[17]  Hwang Soo Lee,et al.  Adaptive image interpolation based on local gradient features , 2004, IEEE Signal Process. Lett..

[18]  Soo-Chang Pei,et al.  Effective color interpolation in CCD color filter arrays using signal correlation , 2003, IEEE Trans. Circuits Syst. Video Technol..

[19]  Chung-Yen Su Highly effective iterative demosaicing using weighted-edge and color-difference interpolations , 2006, IEEE Transactions on Consumer Electronics.

[20]  Chung-Yen Su,et al.  Colour interpolation using wavelet-based classifiers , 2007 .

[21]  Moon Gi Kang,et al.  Edge Adaptive Color Demosaicking Based on the Spatial Correlation of the Bayer Color Difference , 2010, EURASIP J. Image Video Process..

[22]  Qichuan Tian,et al.  Adaptive Region Demosaicking Using Multi-Gradients , 2012 .

[23]  Peter B. Delahunt,et al.  Perceptual assessment of demosaicing algorithm performance , 2002, Proc. IEEE.

[24]  Ramakrishna Kakarala,et al.  Adaptive demosaicing with the principal vector method , 2002, IEEE Trans. Consumer Electron..

[25]  Yu-Cheng Fan,et al.  Constant-Hue-Based Color Filter Array Demosaicking Sensor for Digital Still Camera Implementation , 2013, IEEE Sensors Journal.

[26]  Jaeseok Kim,et al.  Cost-efffective color filter array demosaicing using spatial correlation , 2006, IEEE Transactions on Consumer Electronics.