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Fast radial symmetry for detecting points of interest

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TLDR
A new transform is presented that utilizes local radial symmetry to highlight points of interest within a scene and is seen to offer equal or superior performance to contemporary techniques at a relatively low-computational cost.
Abstract
A new transform is presented that utilizes local radial symmetry to highlight points of interest within a scene. Its low-computational complexity and fast runtimes makes this method well-suited for real-time vision applications. The performance of the transform is demonstrated on a wide variety of images and compared with leading techniques from the literature. Both as a facial feature detector and as a generic region of interest detector the new transform is seen to offer equal or superior performance to contemporary techniques at a relatively low-computational cost. A real-time implementation of the transform is presented running at over 60 frames per second on a standard Pentium III PC.

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Citations
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Journal ArticleDOI

Analysis of small infrared target features and learning-based false detection removal for infrared search and track

TL;DR: This paper presents a novel target attribute extraction and machine learning-based target discrimination method for small infrared target detection methods due to the high false alarm rate caused by clutter.
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Automatic detection and measurement of nuchal translucency

TL;DR: A new methodology to support the physician both to identify automatically the nuchal region and to obtain a correct thickness measurement of the nunchal translucency is proposed.
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A Review on Methods for Automatic Counting of Objects in Digital Images

TL;DR: The paper describes some of the main tools and techniques used in this field of research, and then cites the references as sources for additional information and inspiration.
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Recruitment of endocytosis in sonopermeabilization-mediated drug delivery: a real-time study.

TL;DR: In this article, the effects of endocytosis inhibitors on the pharmacokinetic parameters of US- and MB-mediated uptake of SYTOX Green, a 600 Da hydrophilic model drug, were investigated.
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Automatic detection and delineation of citrus trees from VHR satellite imagery

TL;DR: A novel approach to detecting and delineating individual citrus trees through very-high resolution (VHR) GeoEye-1 satellite images at two different test sites is presented, and results indicate that object-based evaluation improves the accuracy at certain detection and delineation rates.
References
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Journal ArticleDOI

Use of the Hough transformation to detect lines and curves in pictures

TL;DR: It is pointed out that the use of angle-radius rather than slope-intercept parameters simplifies the computation further, and how the method can be used for more general curve fitting.

Image Features From Phase Congruency

Peter Kovesi
TL;DR: Videre: Journal of Computer Vision Research is a quarterly journal published electronically on the Internet by The MIT Press, Cambridge, Massachusetts, 02142 and prices subject to change without notice.
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Finding circles by an array of accumulators

TL;DR: This procedure is an extension and improvement of the circle-finding concept sketched by Duda and Hart as an extension of the Hough straight-line finder.
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Algorithms for defining visual regions-of-interest: comparison with eye fixations

TL;DR: This paper investigates and develops a methodology that serves to automatically identify a subset of aROIs (algorithmically detected ROIs) using different image processing algorithms (IPAs), and appropriate clustering procedures, and compares hROIs with hROI as a criterion for evaluating and selecting bottom-up, context-free algorithms.
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Context-free attentional operators: the generalized symmetry transform

TL;DR: An attention operator based on the intuitive notion of symmetry, which generalized many of the existing methods of detecting regions of interest is presented, a low-level operator that can be applied successfully without a priori knowledge of the world.