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Computer vision-ECCV 2004 : 8th European Conference on Computer Vision, Prague, Czech Republic, May 11-14, 2004 : proceedings. Part IV / Tomas Pajdla, Jiri Matas (eds.).

By: (8th : European Conference on Computer Vision (8th : 2004 : Prague, Czech Republic)Contributor(s): Pajdla, Tomáš | Matas, JiříMaterial type: TextTextSeries: Serienbezeichnung | Lecture notes in computer science ; 3024.Publication details: Berlin ; New York : Springer, ©2004. Description: 1 online resource (xxviii, 621 pages) : illustrationsContent type: text Media type: computer Carrier type: online resourceISBN: 9783540246732; 3540246738Other title: ECCV 2004Subject(s): Computer vision -- Congresses | COMPUTERS -- Computer Vision & Pattern Recognition | Computer vision | Vision artificielleGenre/Form: Electronic books. | Conference papers and proceedings. Additional physical formats: Print version:: Computer vision-ECCV 2004.DDC classification: 006.37 LOC classification: TA1634 | .E97 2004ebOnline resources: Click here to access online
Contents:
Scale Space, Flow, Restoration -- A l 1-Unified Variational Framework for Image Restoration -- Support Blob Machines -- High Accuracy Optical Flow Estimation Based on a Theory for Warping -- Model-Based Approach to Tomographic Reconstruction Including Projection Deblurring. Sensitivity of Parameter Model to Noise on Data -- 2D Shape Detection and Recognition -- Unlevel-Sets: Geometry and Prior-Based Segmentation -- Learning and Bayesian Shape Extraction for Object Recognition -- Multiphase Dynamic Labeling for Variational Recognition-Driven Image Segmentation -- Posters IV -- Integral Invariant Signatures -- Detecting Keypoints with Stable Position, Orientation, and Scale under Illumination Changes -- Spectral Simplification of Graphs -- Inferring White Matter Geometry from Diffusion Tensor MRI: Application to Connectivity Mapping -- Unifying Approaches and Removing Unrealistic Assumptions in Shape from Shading: Mathematics Can Help -- Morphological Operations on Matrix-Valued Images -- Constraints on Coplanar Moving Points -- A PDE Solution of Brownian Warping -- Stereovision-Based Head Tracking Using Color and Ellipse Fitting in a Particle Filter -- Parallel Variational Motion Estimation by Domain Decomposition and Cluster Computing -- Whitening for Photometric Comparison of Smooth Surfaces under Varying Illumination -- Structure from Motion of Parallel Lines -- A Bayesian Framework for Multi-cue 3D Object Tracking -- On the Significance of Real-World Conditions for Material Classification -- Toward Accurate Segmentation of the LV Myocardium and Chamber for Volumes Estimation in Gated SPECT Sequences -- An MCMC-Based Particle Filter for Tracking Multiple Interacting Targets -- Human Pose Estimation Using Learnt Probabilistic Region Similarities and Partial Configurations -- Tensor Field Segmentation Using Region Based Active Contour Model -- Groupwise Diffeomorphic Non-rigid Registration for Automatic Model Building -- Separating Transparent Layers through Layer Information Exchange -- Multiple Classifier System Approach to Model Pruning in Object Recognition -- Coaxial Omnidirectional Stereopsis -- Classifying Materials from Their Reflectance Properties -- Seamless Image Stitching in the Gradient Domain -- Spectral Clustering for Robust Motion Segmentation -- Learning Outdoor Color Classification from Just One Training Image -- A Polynomial-Time Metric for Attributed Trees -- Probabilistic Multi-view Correspondence in a Distributed Setting with No Central Server -- Monocular 3D Reconstruction of Human Motion in Long Action Sequences -- Fusion of Infrared and Visible Images for Face Recognition -- Reliable Fiducial Detection in Natural Scenes -- Light Field Appearance Manifolds -- Galilean Differential Geometry of Moving Images -- Tracking People with a Sparse Network of Bearing Sensors -- Transformation-Invariant Embedding for Image Analysis -- The Least-Squares Error for Structure from Infinitesimal Motion -- Stereo Based 3D Tracking and Scene Learning, Employing Particle Filtering within EM -- 3D Shape Representation and Reconstruction -- The Isophotic Metric and Its Application to Feature Sensitive Morphology on Surfaces -- A Closed-Form Solution to Non-rigid Shape and Motion Recovery -- Stereo Using Monocular Cues within the Tensor Voting Framework -- Shape and View Independent Reflectance Map from Multiple Views.
Summary: The four-volume set comprising LNCS volumes 3021/3022/3023/3024 constitutes the refereed proceedings of the 8th European Conference on Computer Vision, ECCV 2004, held in Prague, Czech Republic, in May 2004. The 190 revised papers presented were carefully reviewed and selected from a total of 555 papers submitted. The four books span the entire range of current issues in computer vision. The papers are organized in topical sections on tracking; feature-based object detection and recognition; geometry; texture; learning and recognition; information-based image processing; scale space, flow, and restoration; 2D shape detection and recognition; and 3D shape representation and reconstruction.
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Includes bibliographical references and index.

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The four-volume set comprising LNCS volumes 3021/3022/3023/3024 constitutes the refereed proceedings of the 8th European Conference on Computer Vision, ECCV 2004, held in Prague, Czech Republic, in May 2004. The 190 revised papers presented were carefully reviewed and selected from a total of 555 papers submitted. The four books span the entire range of current issues in computer vision. The papers are organized in topical sections on tracking; feature-based object detection and recognition; geometry; texture; learning and recognition; information-based image processing; scale space, flow, and restoration; 2D shape detection and recognition; and 3D shape representation and reconstruction.

Scale Space, Flow, Restoration -- A l 1-Unified Variational Framework for Image Restoration -- Support Blob Machines -- High Accuracy Optical Flow Estimation Based on a Theory for Warping -- Model-Based Approach to Tomographic Reconstruction Including Projection Deblurring. Sensitivity of Parameter Model to Noise on Data -- 2D Shape Detection and Recognition -- Unlevel-Sets: Geometry and Prior-Based Segmentation -- Learning and Bayesian Shape Extraction for Object Recognition -- Multiphase Dynamic Labeling for Variational Recognition-Driven Image Segmentation -- Posters IV -- Integral Invariant Signatures -- Detecting Keypoints with Stable Position, Orientation, and Scale under Illumination Changes -- Spectral Simplification of Graphs -- Inferring White Matter Geometry from Diffusion Tensor MRI: Application to Connectivity Mapping -- Unifying Approaches and Removing Unrealistic Assumptions in Shape from Shading: Mathematics Can Help -- Morphological Operations on Matrix-Valued Images -- Constraints on Coplanar Moving Points -- A PDE Solution of Brownian Warping -- Stereovision-Based Head Tracking Using Color and Ellipse Fitting in a Particle Filter -- Parallel Variational Motion Estimation by Domain Decomposition and Cluster Computing -- Whitening for Photometric Comparison of Smooth Surfaces under Varying Illumination -- Structure from Motion of Parallel Lines -- A Bayesian Framework for Multi-cue 3D Object Tracking -- On the Significance of Real-World Conditions for Material Classification -- Toward Accurate Segmentation of the LV Myocardium and Chamber for Volumes Estimation in Gated SPECT Sequences -- An MCMC-Based Particle Filter for Tracking Multiple Interacting Targets -- Human Pose Estimation Using Learnt Probabilistic Region Similarities and Partial Configurations -- Tensor Field Segmentation Using Region Based Active Contour Model -- Groupwise Diffeomorphic Non-rigid Registration for Automatic Model Building -- Separating Transparent Layers through Layer Information Exchange -- Multiple Classifier System Approach to Model Pruning in Object Recognition -- Coaxial Omnidirectional Stereopsis -- Classifying Materials from Their Reflectance Properties -- Seamless Image Stitching in the Gradient Domain -- Spectral Clustering for Robust Motion Segmentation -- Learning Outdoor Color Classification from Just One Training Image -- A Polynomial-Time Metric for Attributed Trees -- Probabilistic Multi-view Correspondence in a Distributed Setting with No Central Server -- Monocular 3D Reconstruction of Human Motion in Long Action Sequences -- Fusion of Infrared and Visible Images for Face Recognition -- Reliable Fiducial Detection in Natural Scenes -- Light Field Appearance Manifolds -- Galilean Differential Geometry of Moving Images -- Tracking People with a Sparse Network of Bearing Sensors -- Transformation-Invariant Embedding for Image Analysis -- The Least-Squares Error for Structure from Infinitesimal Motion -- Stereo Based 3D Tracking and Scene Learning, Employing Particle Filtering within EM -- 3D Shape Representation and Reconstruction -- The Isophotic Metric and Its Application to Feature Sensitive Morphology on Surfaces -- A Closed-Form Solution to Non-rigid Shape and Motion Recovery -- Stereo Using Monocular Cues within the Tensor Voting Framework -- Shape and View Independent Reflectance Map from Multiple Views.

Other editions of this work

Other editions
Computer vision-ECCV 2004 : ©2004
Computer Vision - ECCV 2004 : ©2004
Computer vision-ECCV 2004 : ©2004
Computer vision-ECCV 2004 : ©2004

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