IEEE Transactions on Signal Processing · 1992 · 24 citations · 10 references
ComputingComputer EngineeringComputer ScienceComputer VisionReal-time SystemsSystem-on-chip DesignData CompressionDigital Image ProcessingDigital Signal ProcessingImage CompressionImage ProcessingImage QuantizationQuantizationReal-time ProcessingSearch ComplexityVector QuantizationVideo Compression
Digital image coding using vector quantization (VQ) based techniques provides low-bit rates and high quality coded images, at the expense of intensive computational demands. The computational requirement due to the encoding search process, had hindered application of VQ to real-time high-quality coding of color TV images. Reduction of the encoding search complexity through partitioning of a large codebook into the on-chip memories of a concurrent VLSI chip set is proposed. A real-time vector quantizer architecture for encoding color images is developed. The architecture maps the mean/quantized residual vector quantizer (MQRVQ) (an extension of mean/residual VQ) onto a VLSI/LSI chip set. The MQRVQ contributes to the feasibility of the VLSI architecture through the use of a simple multiplication free distortion measure and reduction of the required memory per code vector. Running at a clock rate of 25 MHz the proposed hardware implementation of this architecture is capable of real-time processing of 480*768 pixels per frame with a refreshing rate of 30 frames/s. The result is a real-time high-quality composite color image coder operating at a fixed rate of 1.12 b per pixel.< <ETX xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">></ETX>
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Robert M. Gray · Elsevier eBooks · 1984 · 2.4K citations · Full text
Classified Vector Quantization of Images
Bhaskar Ramamurthi, A. Gersho · IEEE Transactions on Communications · 1986 · 425 citations
A fast codebook search algorithm for nearest-neighbor pattern matching
De-Yuan Cheng, A. Gersho · 2005 · 74 citations