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Proceedings ArticleDOI

A Systolic Architecture for Real-Time Composite Video Image Coding

P. A. Ramamoorthy, +1 more
- Vol. 3, Iss: 3
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TLDR
This work emphasizes on the implementation of multistage VQ which can significantly reduce the computation load due to much smaller codebooks required and the repetitive nature of VQ error computation and codebook vectors comparison points to us that VQ can be VLSI implemented to make real-time applications possible.
Abstract
Secure and reliable image transmission is achieved using a representation of video images in digital form and digital communication techniques However, the digital representation results in a large increase in the transmission bandwidth required Hence the need for coding or compression techniques that will reduce the bandwidth required or equivalently the bit-rate involved as much as possible for a given level of reconstructed image quality From Information Theory, we know that it is possible to obtain better performance by coding vectors of picture elements instead of coding the individual pixels Nevertheless, application of Vector Quantizers is limited due to the high computational complexity With curent VLSI technology this can be changed The repetitive nature of VQ error computation and codebook vectors comparison points to us that using special structure such as systolic type architecture, VQ can be VLSI implemented to make real-time applications possible Along with full search VQ, we emphasize on the implementation of multistage VQ which can significantly reduce the computation load due to much smaller codebooks required Examples of processed images are presented to show the validity of such an approach

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Citations
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Journal ArticleDOI

Bit-serial VLSI implementation of vector quantizer for real-time image coding

TL;DR: A practical high-throughput architecture and its implementation for real-time coding of television-quality signals are presented and the architecture is directed toward the implementation of multistage vector quantization (VQ), as the authors' simulation results show that the latter is more suitable for real -time coding.
Journal ArticleDOI

Image compression by vector quantization: a review focused on codebook generation

TL;DR: After reviewing the state-of-the-art in the field of vector quantization, this work focuses on iterative and non-iterative codebook generation algorithms.
Patent

Image coding and transmitting apparatus

TL;DR: In an image coding and decoding device, input digital image signals are divided into blocks of prescribed size, and coding processing is performed to differential signal taken between the input block signal and interframe forcasting signal thereby transmission recording is performed.
Proceedings ArticleDOI

Bit serial systolic chip set for real-time image coding

TL;DR: The bits per pixel rates for TV quality composite color image encoding using Multi-Stage Vector Quantization are reported and the VQ/MSVQ implementation requires two processors, inner product processor and comparator-address generator.
Patent

Image coding and decoding system

TL;DR: In an image coding and decoding device, input digital image signals are divided into blocks of prescribed size, and coding processing is performed to differential signal taken between the input block signal and interframe forcasting signal thereby transmission recording is performed as mentioned in this paper.
References
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Journal ArticleDOI

An Algorithm for Vector Quantizer Design

TL;DR: An efficient and intuitive algorithm is presented for the design of vector quantizers based either on a known probabilistic model or on a long training sequence of data.
Journal Article

Vector quantization

TL;DR: During the past few years several design algorithms have been developed for a variety of vector quantizers and the performance of these codes has been studied for speech waveforms, speech linear predictive parameter vectors, images, and several simulated random processes.
Journal ArticleDOI

Why systolic architectures

TL;DR: The basic principle of systolic architectures is reviewed and it is explained why they should result in cost-effective, highperformance special-purpose systems for a wide range of problems.
Proceedings ArticleDOI

Multiple stage vector quantization for speech coding

Biing-Hwang Juang, +1 more
TL;DR: Experimental results show that the quantizer performance is very close to a theoretically predicted asymptotically optimal rate distortion relationship for Euclidean distance measures.
Journal ArticleDOI

Vector quantization: A pattern-matching technique for speech coding

TL;DR: Recent results obtained in waveform coding of speech with vector quantization are reviewed, with Vector quantization appearing to be a suitable coding technique which caters to this dual requirement of effective speech coding.
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