Improved estimation for just-noticeable visual distortion
Signal Processing
Just-noticeable difference estimation with pixels in images
Journal of Visual Communication and Image Representation
No-reference noticeable blockiness estimation in images
Image Communication
Content-based distortion control scheme for high-quality wireless multimedia services
EURASIP Journal on Wireless Communications and Networking - Intelligent Systems for Future Generation Wireless Networks
Spatio-temporal just noticeable distortion profile for grey scale image/video in DCT domain
IEEE Transactions on Circuits and Systems for Video Technology
Adaptive Block-Size Transform Based Just-Noticeable Difference Profile for Images
PCM '09 Proceedings of the 10th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Perceptual visual quality metrics: A survey
Journal of Visual Communication and Image Representation
Perceptually tuned subband coder for JPEG
Journal of Real-Time Image Processing
Self-similarity based structural regularity for just noticeable difference estimation
Journal of Visual Communication and Image Representation
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Designing a videocodec involves a four-way tradeoff among computational complexity, data rate, picture quality, and latency. Rapid advancement in very large-scale integration technology has provided CPUs with enough power to accommodate a software-only videocodec. Accordingly, computational complexity has resurfaced as a major element in this tradeoff. With a view toward significantly reducing computational complexity relative to standards-based videocodecs, we introduce a pixelwise conditional differential replenishment scheme to compress video via perception-sensitive decomposition of difference frames into a facsimile map and an intensity vector. Our schemes, which apply techniques from facsimile, are transform free. Some of them also involve no motion compensation and hence are completely free of block-based artifacts and particularly computationally economical. The fusion of our facsimile-based video-coding schemes and spatio-temporal perceptual-coding techniques facilitates powerful software-only video conferencing on today's medium- and highend personal computers. Indeed, assuming that a frame-capture driver has been provided, our motion-compensation-free approach has yielded a software-only, full-duplex, full-color videoconferencing system that conveys high-quality, CIF/Q-NTSC-sized video at 30 frames per second on 200-MHz Pentium PCs sending less than 300 Kbps in each direction. We also present new spatio-temporal compression techniques for perceptual coding of video. These techniques, motivated by the classical psychological experiments that led to formulation of the Weber-Fechner law, allow videocodec systems to capitalize on properties of the human visual system. Some of our spatiotemporal perceptual techniques not only apply to our proprietary pixelwise conditional differential replenishment schemes that we describe for video conferencing but also can readily be incorporated into today's popular video standards