VCL@FER image quality assessment database

In this paper we present new image quality database which consists of four degradation types: JPEG, JPEG2000, White noise and Gaussian blur. Results for five commonly used objective quality measures are compared using newly developed image database, as well as LIVE image database.

[1]  Jorge J. Moré,et al.  Computing a Trust Region Step , 1983 .

[2]  Kenneth Levenberg.  A METHOD FOR THE SOLUTION OF CERTAIN NON – LINEAR PROBLEMS IN LEAST SQUARES , 1944 .

[3]  William T. Freeman,et al.  Presented at: 2nd Annual IEEE International Conference on Image , 1995 .

[4]  M. Kendall.  A NEW MEASURE OF RANK CORRELATION , 1938 .

[5]  Zhou Wang,et al.  Multi-scale structural similarity for image quality assessment , 2003 .

[6]  Jan Hauke,et al.  Comparison of Values of Pearson's and Spearman's Correlation Coefficients on the Same Sets of Data , 2011 .

[7]  Zhou Wang,et al.  Information Content Weighting for Perceptual Image Quality Assessment , 2011, IEEE Transactions on Image Processing.

[8]  D K Smith,et al.  Numerical Optimization , 2001, J. Oper. Res. Soc..

[9]  Eero P. Simoncelli,et al.  Image quality assessment: from error visibility to structural similarity , 2004, IEEE Transactions on Image Processing.

[10]  Eric C. Larson,et al.  Most apparent distortion: full-reference image quality assessment and the role of strategy , 2010, J. Electronic Imaging.

[11]  Sugato Chakravarty,et al.  Methodology for the subjective assessment of the quality of television pictures , 1995 .

[12]  David J. Sakrison,et al.  The effects of a visual fidelity criterion of the encoding of images , 1974, IEEE Trans. Inf. Theory.

[13]  Alan C. Bovik,et al.  Image information and visual quality , 2006, IEEE Trans. Image Process..

[14]  A. Bovik,et al.  A universal image quality index , 2002, IEEE Signal Processing Letters.

[15]  Sheila S. Hemami,et al.  VSNR: A Wavelet-Based Visual Signal-to-Noise Ratio for Natural Images , 2007, IEEE Transactions on Image Processing.

[16]  D. Chandler,et al.  Supplement to “ VSNR : A Visual Signal-to-Noise Ratio for Natural Images Based on Near-Threshold and Suprathreshold Vision ” , 2007 .

[17]  Marta Mrak,et al.  Reliability of Objective Picture Quality Measures , 2004 .

[18]  Edward H. Adelson,et al.  The Laplacian Pyramid as a Compact Image Code , 1983, IEEE Trans. Commun..

[19]  Zhou Wang,et al.  Multiscale structural similarity for image quality assessment , 2003, The Thrity-Seventh Asilomar Conference on Signals, Systems & Computers, 2003.

[20]  Stephen J. Wright,et al.  Numerical Optimization (Springer Series in Operations Research and Financial Engineering) , 2000 .

[21]  Peter Teunissen,et al.  Nonlinear least squares , 1990 .

[22]  Alan C. Bovik,et al.  Image quality assessment using natural scene statistics , 2004 .

[23]  Nikolay N. Ponomarenko,et al.  TID2008 – A database for evaluation of full-reference visual quality assessment metrics , 2004 .

[24]  Alan C. Bovik,et al.  A Statistical Evaluation of Recent Full Reference Image Quality Assessment Algorithms , 2006, IEEE Transactions on Image Processing.