A Statistical Reduced-Reference Approach to Digital Image Quality Assessment
ICCVG 2008 Proceedings of the International Conference on Computer Vision and Graphics: Revised Papers
Colour Image Quality Assessment Using Structural Similarity Index and Singular Value Decomposition
ICCVG 2008 Proceedings of the International Conference on Computer Vision and Graphics: Revised Papers
A Hybrid Image Quality Measure for Automatic Image Quality Assessment
SCIA '09 Proceedings of the 16th Scandinavian Conference on Image Analysis
Feature correlation evaluation approach for iris feature quality measure
Signal Processing
A Quality Pre-processor for Biological Cell Images
ISVC '09 Proceedings of the 5th International Symposium on Advances in Visual Computing: Part II
Singular and principal subspace of signal information system by BROM algorithm
RSKT'07 Proceedings of the 2nd international conference on Rough sets and knowledge technology
Image quality assessment based on energy of structural distortion
PCM'07 Proceedings of the multimedia 8th Pacific Rim conference on Advances in multimedia information processing
Evaluation of the image quality based on random measurements
ISCIT'09 Proceedings of the 9th international conference on Communications and information technologies
Assessment of color video quality based on quaternion singular value decomposition
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 4
A discrete wavelet transform based robust watermarking for copyright protection
ICNVS'10 Proceedings of the 12th international conference on Networking, VLSI and signal processing
Objective image quality assessment based on support vector regression
IEEE Transactions on Neural Networks
Content-partitioned structural similarity index for image quality assessment
Image Communication
A robust watermarking technique for copyright protection using discrete wavelet transform
WSEAS Transactions on Computers
Statistical analysis of image quality metrics for watermark transparency assessment
PCM'10 Proceedings of the 11th Pacific Rim conference on Advances in multimedia information processing: Part I
Combined full-reference image quality metric linearly correlated with subjective assessment
ICAISC'10 Proceedings of the 10th international conference on Artificial intelligence and soft computing: Part I
Kurtosis-based no-reference quality assessment of JPEG2000 images
Image Communication
Perceptual visual quality metrics: A survey
Journal of Visual Communication and Image Representation
Evaluation of image quality metrics for color prints
SCIA'11 Proceedings of the 17th Scandinavian conference on Image analysis
Sparse correlation coefficient for objective image quality assessment
Image Communication
A new model for performance evaluation of denoising algorithms based on image quality assessment
Proceedings of the CUBE International Information Technology Conference
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The important criteria used in subjective evaluation of distorted images include the amount of distortion, the type of distortion, and the distribution of error. An ideal image quality measure should, therefore, be able to mimic the human observer. We present a new grayscale image quality measure that can be used as a graphical or a scalar measure to predict the distortion introduced by a wide range of noise sources. Based on singular value decomposition, it reliably measures the distortion not only within a distortion type at different distortion levels, but also across different distortion types. The measure was applied to five test images (airplane, boat, Goldhill, Lena, and peppers) using six types of distortion (JPEG, JPEG 2000, Gaussian blur, Gaussian noise, sharpening, and DC-shifting), each with five distortion levels. Its performance is compared with PSNR and two recent measures.