Computer Vision -- ECCV 2012. Workshops and Demonstrations
Florence, Italy, October 7-13, 2012, Proceedings, Part II
(Sprache: Englisch)
The three volume set LNCS 7583, 7584 and 7585 comprises the Workshops and Demonstrations which took place in connection with the European Conference on Computer Vision, ECCV 2012, held in Firenze, Italy, in October 2012.The total of 179 workshop papers and...
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Klappentext zu „Computer Vision -- ECCV 2012. Workshops and Demonstrations “
The three volume set LNCS 7583, 7584 and 7585 comprises the Workshops and Demonstrations which took place in connection with the European Conference on Computer Vision, ECCV 2012, held in Firenze, Italy, in October 2012.The total of 179 workshop papers and 23 demonstration papers was carefully reviewed and selected for inclusion in the proceedings.They where held at workshops with the following themes: non-rigid shape analysis and deformable image alignment; visual analysis and geo-localization of large-scale imagery; Web-scale vision and social media; video event categorization, tagging and retrieval; re-identification; biological and computer vision interfaces; where computer vision meets art; consumer depth cameras for computer vision; unsolved problems in optical flow and stereo estimation; what's in a face?; color and photometry in computer vision; computer vision in vehicle technology: from earth to mars; parts and attributes; analysis and retrieval of tracked events and motion in imagery streams; action recognition and pose estimation in still images; higher-order models and global constraints in computer vision; information fusion in computer vision for concept recognition; 2.5D sensing technologies in motion: the quest for 3D; benchmarking facial image analysis technologies.
Inhaltsverzeichnis zu „Computer Vision -- ECCV 2012. Workshops and Demonstrations “
High Accuracy TOF and Stereo Sensor Fusion at Interactive Rates.- A Modular Framework for 2D/3D and Multi-modal Segmentationwith Joint Super-Resolution.- Real-Time Plane Segmentation and Obstacle Detection of 3D PointClouds for Indoor Scenes.- Combining Textural and Geometrical Descriptors for SceneRecognition.- Human-Centric Indoor Environment Modeling from Depth Videos.- Human Daily Action Analysis with Multi-view and Color-DepthData.- Viewpoint Invariant Matching via Developable Surfaces.- A Unified Energy Minimization Framework for Model Fittingin Depth.- Object Recognition Robust to Imperfect Depth Data.- 3D Object Detection with Multiple Kinects.- Unsolved Problems in Optical Flowand Stereo EstimationCombining Monocular Geometric Cues with Traditional Stereo Cuesfor Consumer Camera Stereo.- Quality Assessment of Non-dense Image Correspondences.- A Complete Confidence Framework for Optical Flow.- An Improved Stereo Matching Algorithm with Ground Planeand Temporal Smoothness Constraints.- On the Evaluation of Scene Flow Estimation.- Analysis of KITTI Data for Stereo Analysis with Stereo ConfidenceMeasures.- Lessons and Insights from Creating a Synthetic Optical FlowBenchmark.- What's in a Face?Modeling and Detection of Wrinkles in Aging Human Faces UsingMarked Point Processes.- How Does Aging Affect Facial Components? .- Spatio-Temporal Multifeature for Facial Analysis.- The Role of Facial Regions in Evaluating Social Dimensions.- Illumination Normalization Using Self-lighting Ratios for 3D2D FaceRecognition.- Robust Learning from Normals for 3D Face Recognition.- Coupled Marginal Fisher Analysis for Low-Resolution FaceRecognition.- Exploring Bag of Words Architectures in the Facial ExpressionDomain.- Kernel Conditional Ordinal Random Fields for Temporal Segmentationof Facial Action Units.- Exploring the Facial Expression Perception-Production LinkUsing Real-Time Automated Facial Expression Recognition.- Understanding Critical Factors in Appearance-Based
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GenderCategorization.- Facial Landmarking: Comparing Automatic Landmarking Methodswith Applications in Soft Biometrics.- Periocular Recognition Using Retinotopic Sampling and GaborDecomposition.- Exploiting Perception for Face Analysis: Image Abstraction for HeadPose Estimation.- Complex Bingham Distribution for Facial Feature Detection.- Estimating Surface Normals from Spherical Stokes Reflectance Fields.- Base Materials for Photometric Stereo.- Robust Luminance and Chromaticity for Matte Regression inPolynomial Texture Mapping.- Illuminant Estimation from Projections on the Planckian Locus.- Lighting Estimation in Indoor Environments from Low-QualityImages.- Color Constancy Using Single Colors.- An Effective Method for Illumination-Invariant Representation of ColorImages.- Specularity, the Zeta-image, and Information-Theoretic IlluminantEstimation.- Robust Estimation of Pigment Distributions from Multiband SkinImages and Its Application to Realistic Skin Image Synthesis.- A Fisheye Camera System for Polarisation Detection on UAVs.- Time-Lapse Image Fusion.- HDR Imaging under Non-uniform Blurring.- Semantic Image Segmentation Using Visible and Near-InfraredChannels.- Utilization of False Color Images in Shadow Detection.- High Information Rate and Efficient Color Barcode Decoding.- Uzawa Block Relaxation Methods for Color Image Restoration.- Technology: From Earth to MarsMonocular Rear-View Obstacle Detection Using Residual Flow.- Subtraction-Based Forward Obstacle Detection Using IlluminationInsensitive Feature for Driving-Support.- Adaptive Visual Obstacle Detection for Mobile Robots UsingMonocular Camera and Ultrasonic Sensor.- Data-Driven Vehicle Identification by Image Matching.- A Vision-Based Navigation Facility for Planetary Entry DescentLanding.- CYKLS: Detect Pedestrian's Dart Focusing on an AppearanceChange.- Pose-Invariant Face Recognition in Videos for Human-MachineInteraction.- Hierarchical Properties of Multi-resolution Optical FlowComputation.- Semantic Road Segmentation via Multi-scale Ensembles of LearnedFeatures.- Monocular Visual Odometry and Dense 3D Reconstructionfor On-Road Vehicles.
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Bibliographische Angaben
- 2012, 2012, XXII, 611 Seiten, Maße: 15,5 x 23,5 cm, Kartoniert (TB), Englisch
- Herausgegeben: Andrea Fusiello, Vittorio Murino, Rita Cucchiara
- Verlag: Springer, Berlin
- ISBN-10: 3642338674
- ISBN-13: 9783642338670
Sprache:
Englisch
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