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Showing 1 to 5 of 5 for “"Tensor Voting"”.
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GPU Accelerated Refined Tensor Voting
… where clarity and accuracy are crucial. The Tensor Voting algorithm offers a robust perceptual organization and feature extraction solution by leveraging geometric and contextual information. However, its high computational complexity has limited its adoption in many cases. Tensors do not …
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Iterative Tensor Voting for Perceptual Grouping of Natural Shapes in Cluttered Background
… general and powerful methods based on iterative tensor voting. In tensor voting, segments are represented as second-order tensors and communicate with each other through a voting scheme that incorporates the Gestalt principles of visual perception. Derived from experiments with human beings, such …
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Digital video moving object segmentation using tensor voting: A non-causal, accurate approach
… moving objects in a video clip. It make use of tensor voting principles. The tensor voting is adapted to allow image structure to manifest in the tangential plane of the saliency map. The technique allows direct estimation of motion vectors from second-order tensor analysis. The tensors make …
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Tracking Dismounts With Feature Matrix Based Multi-scale Intrinsic Motion Segmentation Framework (FM-MIMS)
… are used to drive the predictions made by a tensor voting algorithm that is then segmented to identify the target. Given the computationally intensive nature of tensor voting, this thesis proposes incremental changes to it as well as a layer of image prepossessing to allow for a robust method …
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New contributions in overcomplete image representations inspired from the functional architecture of the primary visual cortex = Nuevas contribuciones en representaciones sobrecompletas de imágenes inspiradas por la arquitectura funcional de la corteza visual primaria
… Fourth, a study on contour completion using the tensor voting framework based on Gestalt psychology is presented. There, the use of iterations and of the curvature information allow to improve the robustness and the perceptual quality of the existing method. La presente tesis doctoral tiene como …