IEEE Transactions on Pattern Analysis and Machine Intelligence · 2003 · 598 citations · 18 references
ComputingComputer ScienceComputer VisionMachine VisionVisual PerceptionFace RecognitionFeature DescriptionFeature DetectionObject DetectionObject RecognitionShape AnalysisComputational Complexity Of AlgorithmsFacial Feature AnalysisInterest Point DetectionKeypoint DetectionLocal Feature DetectionReal-time Feature DetectionSymmetry TransformationsTransform
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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Finding circles by an array of accumulators
Carolyn Kimme, Dana H. Ballard, Jack Sklansky · Communications of the ACM · 1975 · 577 citations · Full text