Wednesday, March 16th, 2005
Papers on Perceptual Image Quality Metrics, Image Phase, Subband Transforms, and Image Statistics
This entry documents the most interesting papers I’ve been reading and studying this quarter. I have sorted them into categories and then sorted chronologically to show the influence that early papers has on the newer ones.
Image Phase
1975 Kuglin and Hines, “The phase correlation image alignment method”
1979 Oppenheim, Lim, Kopec, and Pohlig, “Phase in speech and pictures”
1980 Hayes, Lim, and Oppenheim, “Signal reconstruction from phase or magnitude”
1999 Thomson, “Visual coding and the phase structure of natural scenes”
2000 Kovesi, “Phase congruency: A low-level image invariant”
2003 Wang and Simoncelli, “Local Phase Coherence and the Perception of Blur”
Subband Transforms: Steerable Pyramids
1991 Freeman and Adelson, “The design and use of steerable filters”
1991 Simoncelli, “Shiftable Multi-scale Transforms”
1995 Simoncelli, “The steerable pyramid: A flexible architecture for multi-scale derivative computation”
2000 Portilla, “A Parametric Texture Model based on Joint Statistics of Complex Wavelet Coefficients”
Statistical Image Modeling
2002 Srivastava, “On advances in statistical modeling of natural images”
2005 Simoncelli, “Statistical Modeling of Photographic Images”
2005 Wang, “Reduced-Reference Image Quality Assessment Using a Wavelet-Domain Natural Image Statistic Model”
Perceptual Image Quality
1998 Watson, “Toward a perceptual video-quality metric”
1998 Eckert, “Perceptual quality metrics applied to still image compression”
2001 Chen and Pappas, “Perceptual Coders and Perceptual Metrics”
2002 Wang, “Why is Image Quality Assessment So Difficult?”
2004 Pappas, “Perceptual Criteria for Image Quality Evaluation”
2004 Wang, “Image Quality Assessment- From Error Visibility to Structural Similarity”
2005 Wang, “Translation Insensitive Image Similarity in Complex Wavelet Domain”
