Transmission error and compression robustness of 2D chaotic map image encryption schemes
EURASIP Journal on Information Security
Estimating the Detectability of Small Lesions in High Resolution MR Compressed Images
ICIAR '08 Proceedings of the 5th international conference on Image Analysis and Recognition
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
Assuring Quality Bounds for Distance Measurements on JPEG 2000 Compressed CT Scans
ICIAR '09 Proceedings of the 6th International Conference on Image Analysis and Recognition
A Hybrid Image Quality Measure for Automatic Image Quality Assessment
SCIA '09 Proceedings of the 16th Scandinavian Conference on Image Analysis
Image quality assessment based on included angle cosine and discrete 2-D wavelet transform
CCDC'09 Proceedings of the 21st annual international conference on Chinese Control and Decision Conference
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
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
Semantic analysis and retrieval in personal and social photo collections
Multimedia Tools and Applications
Content makes the difference in compression standard quality assessment
ACIVS'11 Proceedings of the 13th international conference on Advanced concepts for intelligent vision systems
Compression of encrypted visual data
CMS'06 Proceedings of the 10th IFIP TC-6 TC-11 international conference on Communications and Multimedia Security
Framework for the integrated video quality assessment
Multimedia Tools and Applications
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While lossy image compression techniques are vital in reducing bandwidth and storage requirements, they result in distortions in compressed images. A reliable quality measure is a much needed tool for determining the type and amount of image distortion. The traditional subjective criteria, which involve human observers, are inconvenient, time-consuming, and influenced by environmental conditions. Widely used pixel wise measures such as the mean square error (MSE) cannot capture the artifacts like blurriness or blockiness, and do not correlate well with visual error perception. Attempts to improve quality measurement include incorporation of simple models of the human visual system (HVS) and multi-dimensional tool design. We review the criteria for monochrome compressed image quality from 1974 to 1999.