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Pattern Recognition [[electronic resource] ] : 26th DAGM Symposium, August 30 - September 1, 2004, Proceedings / / edited by Carl Edward Rasmussen, Heinrich H. Bülthoff, Bernhard Schölkopf, Martin A. Giese
| Pattern Recognition [[electronic resource] ] : 26th DAGM Symposium, August 30 - September 1, 2004, Proceedings / / edited by Carl Edward Rasmussen, Heinrich H. Bülthoff, Bernhard Schölkopf, Martin A. Giese |
| Edizione | [1st ed. 2004.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2004 |
| Descrizione fisica | 1 online resource (XVIII, 586 p.) |
| Disciplina | 006.4/2 |
| Collana | Lecture Notes in Computer Science |
| Soggetto topico |
Pattern recognition
Optical data processing Artificial intelligence Computer graphics Algorithms Pattern Recognition Image Processing and Computer Vision Artificial Intelligence Computer Graphics Algorithm Analysis and Problem Complexity |
| ISBN | 3-540-28649-7 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Learning -- Predictive Discretization During Model Selection -- Adaptive Feature Selection in Image Segmentation -- Semi-supervised Kernel Regression Using Whitened Function Classes -- Bayesian Approaches -- Fast Monocular Bayesian Detection of Independently Moving Objects by a Moving Observer -- Kernel Density Estimation and Intrinsic Alignment for Knowledge-Driven Segmentation: Teaching Level Sets to Walk -- Vision and Faces -- 3D Head Pose Estimation with Symmetry Based Illumination Model in Low Resolution Video -- Efficient Approximations for Support Vector Machines in Object Detection -- Efficient Face Detection by a Cascaded Support Vector Machine Using Haar-Like Features -- Vision / Motion -- Differential Analysis of Two Model-Based Vehicle Tracking Approaches -- Efficient Computation of Optical Flow Using the Census Transform -- Hybrid Model-Based Estimation of Multiple Non-dominant Motions -- Biologically Motivated Approaches -- A Model of Motion, Stereo, and Monocular Depth Perception -- POI Detection Using Channel Clustering and the 2D Energy Tensor -- Segmentation -- 3D Segmentation and Quantification of Human Vessels Based on a New 3D Parametric Intensity Model -- Hierarchical Image Segmentation Based on Semidefinite Programming -- Fast Random Sample Matching of 3d Fragments -- Object Recognition -- Invariants for Discrete Structures – An Extension of Haar Integrals over Transformation Groups to Dirac Delta Functions -- Scale-Invariant Object Categorization Using a Scale-Adaptive Mean-Shift Search -- Pixel-to-Pixel Matching for Image Recognition Using Hungarian Graph Matching -- Object Recognition / Synthesis -- Estimation of Multiple Orientations at Corners and Junctions -- Phase Based Image Reconstruction in the Monogenic Scale Space -- Synthesizing Movements for Computer Game Characters -- Poster Session -- MinOver Revisited for Incremental Support-Vector-Classification -- A Semantic Typicality Measure for Natural Scene Categorization -- Tunable Nearest Neighbor Classifier -- SVM-Based Feature Selection by Direct Objective Minimisation -- Learning with Distance Substitution Kernels -- Features for Image Retrieval: A Quantitative Comparison -- Learning from Labeled and Unlabeled Data Using Random Walks -- Learning Depth from Stereo -- Learning to Find Graph Pre-images -- Multivariate Regression via Stiefel Manifold Constraints -- Hilbertian Metrics on Probability Measures and Their Application in SVM’s -- Shape from Shading Under Coplanar Light Sources -- Pose Estimation for Multi-camera Systems -- Silhouette Based Human Motion Estimation -- Cooperative Optimization for Energy Minimization in Computer Vision: A Case Study of Stereo Matching -- Building a Motion Resolution Pyramid by Combining Velocity Distributions -- A Stratified Self-Calibration Method for a Stereo Rig in Planar Motion with Varying Intrinsic Parameters -- Efficient Feature Tracking for Long Video Sequences -- Recognition of Deictic Gestures with Context -- Mosaics from Arbitrary Stereo Video Sequences -- Accurate and Efficient Approximation of the Continuous Gaussian Scale-Space -- Multi-step Entropy Based Sensor Control for Visual Object Tracking -- Spatio–temporal Segmentation Using Laserscanner and Video Sequences -- Fast Statistically Geometric Reasoning About Uncertain Line Segments in 2D- and 3D-Space -- A Statistical Measure for Evaluating Regions-of-Interest Based Attention Algorithms -- Modelling Spikes with Mixtures of Factor Analysers -- An Algorithm for Fast Pattern Recognition with Random Spikes -- The Perceptual Influence of Spatiotemporal Noise on the Reconstruction of Shape from Dynamic Occlusion -- Level Set Based Image Segmentation with Multiple Regions -- CVPIC Colour/Shape Histograms for Compressed Domain Image Retrieval -- The Redundancy Pyramid and Its Application to Segmentation on an Image Sequence -- A Higher Order MRF-Model for Stereo-Reconstruction -- Adaptive Computer Vision: Online Learning for Object Recognition -- Robust Pose Estimation for Arbitrary Objects in Complex Scenes -- Vectorization-Free Reconstruction of 3D CAD Models from Paper Drawings -- Globally Consistent 3-D Reconstruction by Utilizing Loops in Camera Movement -- A Probabilistic Framework for Robust and Accurate Matching of Point Clouds -- Large Vocabulary Audio-Visual Speech Recognition Using the Janus Speech Recognition Toolkit -- Lesion Preserving Image Registration with Applications to Human Brains -- Snake-Aided Automatic Organ Delineation -- Practical Gaze Point Detecting System -- Using Pattern Recognition for Self-Localization in Semiconductor Manufacturing Systems -- Feature and Viewpoint Selection for Industrial Car Assembly -- Automating Microscope Colour Image Analysis Using the Expectation Maximisation Algorithm -- Camera Orientation of Mars Express Using DTM Information -- Detection and Classification of Gateways for the Acquisition of Structured Robot Maps -- Real Time High Speed Measurement of Photogrammetric Targets -- A Simple New Method for Precise Lens Distortion Correction of Low Cost Camera Systems. |
| Record Nr. | UNINA-9910144164403321 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2004 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Pattern Recognition [[electronic resource] ] : 26th DAGM Symposium, August 30 - September 1, 2004, Proceedings / / edited by Carl Edward Rasmussen, Heinrich H. Bülthoff, Bernhard Schölkopf, Martin A. Giese
| Pattern Recognition [[electronic resource] ] : 26th DAGM Symposium, August 30 - September 1, 2004, Proceedings / / edited by Carl Edward Rasmussen, Heinrich H. Bülthoff, Bernhard Schölkopf, Martin A. Giese |
| Edizione | [1st ed. 2004.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2004 |
| Descrizione fisica | 1 online resource (XVIII, 586 p.) |
| Disciplina | 006.4/2 |
| Collana | Lecture Notes in Computer Science |
| Soggetto topico |
Pattern recognition
Optical data processing Artificial intelligence Computer graphics Algorithms Pattern Recognition Image Processing and Computer Vision Artificial Intelligence Computer Graphics Algorithm Analysis and Problem Complexity |
| ISBN | 3-540-28649-7 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Learning -- Predictive Discretization During Model Selection -- Adaptive Feature Selection in Image Segmentation -- Semi-supervised Kernel Regression Using Whitened Function Classes -- Bayesian Approaches -- Fast Monocular Bayesian Detection of Independently Moving Objects by a Moving Observer -- Kernel Density Estimation and Intrinsic Alignment for Knowledge-Driven Segmentation: Teaching Level Sets to Walk -- Vision and Faces -- 3D Head Pose Estimation with Symmetry Based Illumination Model in Low Resolution Video -- Efficient Approximations for Support Vector Machines in Object Detection -- Efficient Face Detection by a Cascaded Support Vector Machine Using Haar-Like Features -- Vision / Motion -- Differential Analysis of Two Model-Based Vehicle Tracking Approaches -- Efficient Computation of Optical Flow Using the Census Transform -- Hybrid Model-Based Estimation of Multiple Non-dominant Motions -- Biologically Motivated Approaches -- A Model of Motion, Stereo, and Monocular Depth Perception -- POI Detection Using Channel Clustering and the 2D Energy Tensor -- Segmentation -- 3D Segmentation and Quantification of Human Vessels Based on a New 3D Parametric Intensity Model -- Hierarchical Image Segmentation Based on Semidefinite Programming -- Fast Random Sample Matching of 3d Fragments -- Object Recognition -- Invariants for Discrete Structures – An Extension of Haar Integrals over Transformation Groups to Dirac Delta Functions -- Scale-Invariant Object Categorization Using a Scale-Adaptive Mean-Shift Search -- Pixel-to-Pixel Matching for Image Recognition Using Hungarian Graph Matching -- Object Recognition / Synthesis -- Estimation of Multiple Orientations at Corners and Junctions -- Phase Based Image Reconstruction in the Monogenic Scale Space -- Synthesizing Movements for Computer Game Characters -- Poster Session -- MinOver Revisited for Incremental Support-Vector-Classification -- A Semantic Typicality Measure for Natural Scene Categorization -- Tunable Nearest Neighbor Classifier -- SVM-Based Feature Selection by Direct Objective Minimisation -- Learning with Distance Substitution Kernels -- Features for Image Retrieval: A Quantitative Comparison -- Learning from Labeled and Unlabeled Data Using Random Walks -- Learning Depth from Stereo -- Learning to Find Graph Pre-images -- Multivariate Regression via Stiefel Manifold Constraints -- Hilbertian Metrics on Probability Measures and Their Application in SVM’s -- Shape from Shading Under Coplanar Light Sources -- Pose Estimation for Multi-camera Systems -- Silhouette Based Human Motion Estimation -- Cooperative Optimization for Energy Minimization in Computer Vision: A Case Study of Stereo Matching -- Building a Motion Resolution Pyramid by Combining Velocity Distributions -- A Stratified Self-Calibration Method for a Stereo Rig in Planar Motion with Varying Intrinsic Parameters -- Efficient Feature Tracking for Long Video Sequences -- Recognition of Deictic Gestures with Context -- Mosaics from Arbitrary Stereo Video Sequences -- Accurate and Efficient Approximation of the Continuous Gaussian Scale-Space -- Multi-step Entropy Based Sensor Control for Visual Object Tracking -- Spatio–temporal Segmentation Using Laserscanner and Video Sequences -- Fast Statistically Geometric Reasoning About Uncertain Line Segments in 2D- and 3D-Space -- A Statistical Measure for Evaluating Regions-of-Interest Based Attention Algorithms -- Modelling Spikes with Mixtures of Factor Analysers -- An Algorithm for Fast Pattern Recognition with Random Spikes -- The Perceptual Influence of Spatiotemporal Noise on the Reconstruction of Shape from Dynamic Occlusion -- Level Set Based Image Segmentation with Multiple Regions -- CVPIC Colour/Shape Histograms for Compressed Domain Image Retrieval -- The Redundancy Pyramid and Its Application to Segmentation on an Image Sequence -- A Higher Order MRF-Model for Stereo-Reconstruction -- Adaptive Computer Vision: Online Learning for Object Recognition -- Robust Pose Estimation for Arbitrary Objects in Complex Scenes -- Vectorization-Free Reconstruction of 3D CAD Models from Paper Drawings -- Globally Consistent 3-D Reconstruction by Utilizing Loops in Camera Movement -- A Probabilistic Framework for Robust and Accurate Matching of Point Clouds -- Large Vocabulary Audio-Visual Speech Recognition Using the Janus Speech Recognition Toolkit -- Lesion Preserving Image Registration with Applications to Human Brains -- Snake-Aided Automatic Organ Delineation -- Practical Gaze Point Detecting System -- Using Pattern Recognition for Self-Localization in Semiconductor Manufacturing Systems -- Feature and Viewpoint Selection for Industrial Car Assembly -- Automating Microscope Colour Image Analysis Using the Expectation Maximisation Algorithm -- Camera Orientation of Mars Express Using DTM Information -- Detection and Classification of Gateways for the Acquisition of Structured Robot Maps -- Real Time High Speed Measurement of Photogrammetric Targets -- A Simple New Method for Precise Lens Distortion Correction of Low Cost Camera Systems. |
| Record Nr. | UNISA-996465428103316 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2004 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||