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Journal ArticleDOI

On the Difficulties Involved in the Segmentation of Pictures

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TLDR
This correspondence provides some theoretical aspects of the problem of picture segmentation that are practically unsolvable in its more general case formulation.
Abstract
The problem of picture segmentation is widely believed to be practically unsolvable in its more general case formulation. However, as far as the authors know no formal argumentation has yet been given to this belief related to the segmentation problem. This correspondence provides some theoretical aspects of this phenomenon.

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Citations
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Journal ArticleDOI

A neural cocktail-party processor

TL;DR: The model is an application and illustration of the Correlation Theory of brain function and represents the peripheral evidence represented by amplitude modulations globally present in all components of a sound spectrum.
Journal ArticleDOI

Image segmentation based on oscillatory correlation

TL;DR: It is argued that LEGION provides a novel and effective framework for image segmentation and figure-ground segregation and exhibits a natural capacity in segmenting images.
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Segmentation of textured images and Gestalt organization using spatial/spatial-frequency representations

TL;DR: Experimental results in the area of texture segmentation and Gestalt grouping using the Wigner distribution are presented, proving the feasibility of using s/sf representations for low-level (early, preattentive) vision.
PatentDOI

Face Authentication Using Recognition-by-Parts, Boosting, and Transduction

TL;DR: A robust recognition-by-parts authentication system for comparing and authenticating a test image with at least one training image is disclosed and applies the concepts of recognition- by-parts, boosting, and transduction.
Journal ArticleDOI

Weight adaptation and oscillatory correlation for image segmentation

TL;DR: It is shown that weight adaptation plays the roles of noise removal and feature preservation and the scheme is insensitive to termination time and the resulting dynamic weights in a wide range of iterations lead to the same segmentation results.
References
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Book

Introduction to Automata Theory, Languages, and Computation

TL;DR: This book is a rigorous exposition of formal languages and models of computation, with an introduction to computational complexity, appropriate for upper-level computer science undergraduates who are comfortable with mathematical arguments.
Journal ArticleDOI

Statistical and structural approaches to texture

TL;DR: This survey reviews the image processing literature on the various approaches and models investigators have used for texture, including statistical approaches of autocorrelation function, optical transforms, digital transforms, textural edgeness, structural element, gray tone cooccurrence, run lengths, and autoregressive models.
Journal ArticleDOI

The Consistent Labeling Problem: Part II

TL;DR: It is shown that Latin square puzzles, finding N-ary relations, graph or auto-mata homomorphisms, graph colorings, as well as determining satisfiability of propositional logic statements and solving scene and edge labeling problems, are all special cases of the general consistent labeling problem.
Journal ArticleDOI

Texture analysis — a survey

TL;DR: This survey presents the state-of-the-art in the texture analysis field and its relation to scientific fields like artificial intelligence and visual perception and it presents most of the relevant methods used today in texture analysis.