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Level set methods and the stereo problem 1st

引用

1st international conference on scale-space Theory in computer vision (scale-space 97)

作者： Faugeras, O Keriven, R INRIA Sophia Antipolis France MIT AI Lab Cambridge MA 02139 USA ENPC CERMICS Noisy Le Grand France

ISBN: (纸本)3540631674

We present a novel geometric approach for solving the stereo problem for an arbitrary number of images (greater than or equal to 2). It is based upon the definition of a variational principle that must be satisfied by the surfaces of the objects in the scene and their images. The Euler-Lagrange equations which are deduced from the variational principle provide a set of PDE's which are used to deform an initial set of surfaces which then move towards the objects to be detected. The level set implementation of these PDE's potentially provides an efficient and robust way of achieving the surface evolution and to deal automatically with changes in the surface topology during the deformation, i.e. to deal with multiple objects. Results of a two dimensional implementation of our theory are presented on synthetic and real images.

关键词： Equations of motion

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scale space and variational methods in computer vision 1

Scale Space and Variational Methods in Computer Vision

引用

丛书名： Lecture Notes in computer Science

1000年

作者： Tatiana A. Bubba Romina Gaburro Silvia Gazzola Kostas Papafitsoros Marcelo Pereyra Carola-Bibiane Schönlieb

ISBN: (数字)9783031923661

ISBN: (纸本)9783031923654

The two-volume set LNCS 15667 and 15668 constitutes the proceedings of the 10th international conference on scale space and variational methods in computer vision, SSVM 2025, which took place in Dartington, UK, in May 2025. The total of 63 full papers accepted in the proceedings were carefully reviewed and selected from 81 submissions. They were organized in topical sections as follows: Part I: Inverse Problems in Imaging; machine and deep learning in imaging; Part II: Optimization for imaging: theory and methods; scale space, PDES, flow, motion and registration.

关键词： computer Imaging, vision, Pattern Recognition and Graphics Signal, Image and Speech Processing computer Communication Networks computer Applications Machine Learning Mathematics of Computing

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scale space and variational methods in computer vision 1

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丛书名： Lecture Notes in computer Science

1000年

作者： François Lauze Yiqiu Dong Anders Bjorholm Dahl

ISBN: (数字)9783319587714

ISBN: (纸本)9783319587707

This book constitutes the refereed proceedings of the 6th international conference on scale space and variational methods in computer vision, SSVM 2017, held in Kolding, Denmark, in June 2017. The 55 revised full papers presented were carefully reviewed and selected from 77 submissions. The papers are organized in the following topical sections: scale space and PDE methods; Restoration and Reconstruction; Tomographic Reconstruction; Segmentation; Convex and Non-Convex Modeling and Optimization in Imaging; Optical Flow, Motion Estimation and Registration; 3D vision.

关键词： Image Processing and computer vision computer Graphics Pattern Recognition Algorithm Analysis and Problem Complexity Information Systems Applications (incl. Internet) Computation by Abstract Devices

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scale space and variational methods in computer vision 1

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丛书名： Lecture Notes in computer Science

1000年

作者： Jean-François Aujol Nicolas Papadakis Mila Nikolova

ISBN: (数字)9783319184616

ISBN: (纸本)9783319184609

This book constitutes the refereed proceedings of the 5th international conference on scale space and variational methods in computer vision, SSVM 2015, held in Lège-Cap Ferret, France, in May 2015. The 56 revised full papers presented were carefully reviewed and selected from 83 submissions. The papers are organized in the following topical sections: scale space and partial differential equation methods; denoising, restoration and reconstruction, segmentation and partitioning; flow, motion and registration; photography, texture and color processing; shape, surface and 3D problems; and optimization theory and methods in imaging.

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scale space and variational methods in computer vision 1

Scale Space and Variational Methods in Computer Vision

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丛书名： Lecture Notes in computer Science

1000年

作者： Tatiana A. Bubba Romina Gaburro Silvia Gazzola Kostas Papafitsoros Marcelo Pereyra Carola-Bibiane Schönlieb

ISBN: (数字)9783031923692

ISBN: (纸本)9783031923685

关键词： computer Imaging, vision, Pattern Recognition and Graphics Signal, Image and Speech Processing computer Communication Networks Machine Learning Mathematics of Computing

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scale space and variational methods in computer vision 1

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丛书名： Lecture Notes in computer Science

1000年

作者： Abderrahim Elmoataz Julien Rabin Jalal Fadili Loïc Simon Yvain Quéau

ISBN: (数字)9783030755492

ISBN: (纸本)9783030755485

This book constitutes the proceedings of the 8th international conference on scale space and variational methods in computer vision, SSVM 2021, which took place during May 16-20, 2021. The conference was planned to take place in Cabourg, France, but changed to an online format due to the COVID-19 pandemic.;The 45 papers included in this volume were carefully reviewed and selected from a total of 64 submissions. They were organized in topical sections named as follows: scale space and partial differential equations methods; flow, motion and registration; optimization theory and methods in imaging; machine learning in imaging; segmentation and labelling; restoration, reconstruction and interpolation; and inverse problems in imaging.

关键词： Image Processing and computer vision computer Communication Networks computer Appl. in Social and Behavioral Sciences Machine Learning Mathematics of Computing Pattern Recognition

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scale space and variational methods in computer vision 1

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丛书名： Lecture Notes in computer Science

1000年

作者： Jan Lellmann Jan Modersitzki Martin Burger

ISBN: (数字)9783030223687

ISBN: (纸本)9783030223670

This book constitutes the proceedings of the 7th international conference on scale space and variational methods in computer vision, SSVM 2019, held in Hofgeismar, Germany, in June/July 2019. The 44 papers included in this volume were carefully reviewed and selected for inclusion in this book. They were organized in topical sections named: 3D vision and feature analysis; inpainting, interpolation and compression; inverse problems in imaging; optimization methods in imaging; PDEs and level-set methods; registration and reconstruction; scale-space methods; segmentation and labeling; and variational methods.

关键词： Image Processing and computer vision Numeric Computing Math Applications in computer Science Artificial Intelligence

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scale space and variational methods in computer vision 1

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丛书名： Lecture Notes in computer Science

1000年

作者： Luca Calatroni Marco Donatelli Serena Morigi Marco Prato Matteo Santacesaria

ISBN: (数字)9783031319754

ISBN: (纸本)9783031319747

This book constitutes the proceedings of the 9th international conference on scale space and variational methods in computer vision, SSVM 2023, which took place in Santa Margherita di Pula, Italy, in May 2023.;The 57 papers presented in this volume were carefully reviewed and selected from 72 submissions. They were organized in topical sections as follows: Inverse Problems in Imaging; Machine and Deep Learning in Imaging; Optimization for Imaging: Theory and methods; scale space, PDEs, Flow, Motion and Registration.

关键词： Image Processing and computer vision computer Communication Networks computer Applications Machine Learning Mathematics of Computing Pattern Recognition

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scale space and variational methods in computer vision 1

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丛书名： Lecture Notes in computer Science

1000年

作者： Xue-Cheng Tai Knut Mørken Marius Lysaker Knut-Andreas Lie

ISBN: (数字)9783642022562

ISBN: (纸本)9783642022555

This book contains 71 original, scienti?c articles that address state-of-the-art researchrelatedto scale space and variationalmethods for image processing and computer vision. Topics covered in the book range from mathematical analysis of both established and new models, fast numerical methods, image analysis, segmentation, registration, surface and shape construction and processing, to real applications in medical imaging and computer vision. The ideas of scale spaceandvariationalmethodsrelatedtopartialdi?erentialequationsarecentral concepts. The papers re?ect the newest developments in these ?elds and also point to the latest literature. All the papers were submitted to the Second international conference on scale space and variational methods in computer vision, which took place in Voss, Norway, during June 1–5, 2009. The papers underwent a peer review process similar to that of high-level journals in the ?eld. We thank the authors, the Scienti?c Committee, the Program Committee and the reviewers for their hard work and helpful collaboration. Their contribution has been crucial for the e?cient processing of this book, and for the success of the conference.

关键词： Image Processing and computer vision Programming Techniques Data Mining and Knowledge Discovery computer Graphics computer Imaging, vision, Pattern Recognition and Graphics Pattern Recognition

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scale space and variational methods in computer vision 1

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丛书名： Lecture Notes in computer Science

1000年

作者： Alfred M. Bruckstein Bart M. Haar Romeny Alexander M. Bronstein Michael M. Bronstein

ISBN: (数字)9783642247859

ISBN: (纸本)9783642247842

This book constitutes the thoroughly refereed post-conference proceedings of the Third international conference on scale space methods and variational methods in computer vision, SSVM 2011, held in Ein-Gedi, Israel in May/June 2011.;The 24 revised full papers presented together with 44 poster papers were carefully reviewed and selected from 78 submissions. The papers are organized in topical sections on denoising and enhancement, segmentation, image representation and invariants, shape analysis, and optical flow.

关键词： Image Processing and computer vision computer Graphics Pattern Recognition Algorithm Analysis and Problem Complexity Data Mining and Knowledge Discovery Computation by Abstract Devices

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