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Fractal image compression

TLDR
Fractal Image Compression (FI) as discussed by the authorsractals are geometric or data structures which do not simplify under magnification and can be described in terms of a few succinct rules, while the fractal contains much or all the image information.
Abstract
Fractals are geometric or data structures which do not simplify under magnification. Fractal Image Compression is a technique which associates a fractal to an image. On the one hand, the fractal can be described in terms of a few succinct rules, while on the other, the fractal contains much or all of the image information. Since the rules are described with less bits of data than the image, compression results. Data compression with fractals is an approach to reach high compression ratios for large data streams related to images. The high compression ratios are attained at a cost of large amounts of computation. Both lossless and lossy modes are supported by the technique. The technique is stable in that small errors in codes lead to small errors in image data. Applications to the NASA mission are discussed.

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Patent

Ergonomic man-machine interface incorporating adaptive pattern recognition based control system

TL;DR: An adaptive interface for a programmable system, for predicting a desired user function, based on user history, as well as machine internal status and context, is presented for confirmation by the user, and the predictive mechanism is updated based on this feedback as mentioned in this paper.
Proceedings ArticleDOI

Image analogies

TL;DR: This paper describes a new framework for processing images by example, called “image analogies,” based on a simple multi-scale autoregression, inspired primarily by recent results in texture synthesis.
Patent

Adaptive pattern recognition based control system and method

TL;DR: An adaptive interface for a programmable system, for predicting a desired user function, based on user history, as well as machine internal status and context, is presented for confirmation by the user, and the predictive mechanism is updated based on this feedback as mentioned in this paper.
Patent

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Patent

Adaptive pattern recognition based controller apparatus and method and human-factored interface therefore

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