Source: International Conference on Computer Vision Theory and Applications ; https://hal.science/hal-04383027 ; International Conference on Computer Vision Theory and Applications, Feb 2024, Rome, Italy

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DeepPrism: Channel Convolution for Lightweight Generative Models

Authors : Fu, Changqing; Cohen, Laurent D.;

Subjects: Machine Learning; Computer Vision; [INFO.INFO-CV]Computer Science [cs]/Computer Vision and Pattern Recognition [cs.CV]Harbin City; virtual; China

Source: 2023 5th International Conference on Video, Signal and Image Processing. The ACM International Conference Proceeding Series (ICPS).The 5th International Conference on Video, Signal and Image

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A model is worth tens of thousands of examples

Authors : Dages, Thomas; Cohen, Laurent D.; Bruckstein, Alfred M. ...

Subjects: Deep learning; Model-based methods; Sample complexitySanta Margherita di Pula; Italy

Source: Lecture Notes in Computer Science ; 9th International Conference on Scale Space and Variational Methods in Computer Vision (SSVM 2023) ; https://hal.science/hal-04271603 ; 9th International Conference

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Shape Morphing as a Minimal Path in the Graph of Cubified Shapes

Authors : Groscot, Raphaël; Cohen, Laurent D.;

Subjects: Shape space Deformable models Generative 3D modeling; Shape space; Deformable modelsLisbon; Portugal

Source: Proceedings of the 18th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications ; 18th International Conference on Computer Graphics Theory and

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Chan-Vese Attention U-Net: An attention mechanism for robust segmentation

Authors : Makaroff, Nicolas; Cohen, Laurent D.;

Subjects: Attention Mechanism; Level Set; Chan-VeseSaint-Malo; France

Source: Proceedings of the 6th conference on Geometric Science of Information (GSI2023) ; 6th conference on Geometric Science of Information (GSI2023) ; https://hal.science/hal-04145428 ; 6th conference on

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Fast Marching Energy CNN

Authors : Bertrand, Théo; Makaroff, Nicolas; Cohen, Laurent D. ...

Subjects: Geodesic Distance; Riemannian metric learning; SegmentationSanta Margherita di Pula; Italy

Source: Lecture Notes in Computer Science ; International Conference on Scale Space and Variational Methods in Computer Vision ; https://hal.science/hal-04145447 ; International Conference on Scale Space and

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Academic Journal

Curvilinear Structure Tracking Based on Dynamic Curvature-penalized Geodesics

Authors : Liu, Li; Wang, Mingzhu; Zhou, Shuwang ...

Subjects: [INFO.INFO-TI]Computer Science [cs]/Image Processing [eess.IV]; [INFO.INFO-CV]Computer Science [cs]/Computer Vision and Pattern Recognition [cs.CV]; [MATH.MATH-AP]Mathematics [math]/Analysis of PDEs [math.AP]

Source: ISSN: 0031-3203 ; Pattern Recognition ; https://hal.science/hal-03863441 ; Pattern Recognition, 2023, 134, pp.109079. ⟨10.1016/j.patcog.2022.109079⟩.

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Academic Journal

Geodesic Models with Convexity Shape Prior

Authors : Chen, Da; Mirebeau, Jean-Marie; Shu, Minglei ...

Subjects: Geodesic curve; convexity shape prior; curvature penalization

Source: ISSN: 0162-8828 ; IEEE Transactions on Pattern Analysis and Machine Intelligence ; https://hal.science/hal-03359125 ; IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023, 45, pp.

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Deformable Voxel Grids for Shape Comparisons

Authors : Groscot, Raphaël; Cohen, Laurent D.;

Subjects: Shape morphing; deformable models; generative 3D modelingWuhan (Virtual); China

Source: 14th International Conference on Digital Image Processing (ICDIP 2022)https://hal.science/hal-0386337014th International Conference on Digital Image Processing (ICDIP 2022), May 2022,

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A New Tubular Structure Tracking Algorithm Based On Curvature-Penalized Perceptual Grouping

Authors : Liu, Li; Chen, Da; Shu, Minglei ...

Subjects: Tubular structure tracking; minimal path; perceptual groupingTorontoToronto, Canada

Source: IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2021 ; https://hal.science/hal-03424096 ; IEEE International Conference on Acoustics, Speech and Signal Processing,

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