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Computer Vision -- ECCV 2014 de David Fleet

Computer Vision -- ECCV 2014: Lecture Notes in Computer Science, cartea 8692

Editat de David Fleet, Tomas Pajdla, Bernt Schiele, Tinne Tuytelaars
en Limba Engleză Paperback – 22 sep 2014
The seven-volume set comprising LNCS volumes 8689-8695 constitutes the refereed proceedings of the 13th European Conference on Computer Vision, ECCV 2014, held in Zurich, Switzerland, in September 2014.
The 363 revised papers presented were carefully reviewed and selected from 1444 submissions. The papers are organized in topical sections on tracking and activity recognition; recognition; learning and inference; structure from motion and feature matching; computational photography and low-level vision; vision; segmentation and saliency; context and 3D scenes; motion and 3D scene analysis; and poster sessions.
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Specificații

ISBN-13: 9783319105925
ISBN-10: 3319105922
Pagini: 876
Ilustrații: XXVIII, 848 p. 340 illus.
Dimensiuni: 155 x 235 x 47 mm
Greutate: 1.3 kg
Ediția:2014
Editura: Springer
Colecția Lecture Notes in Computer Science
Seria Lecture Notes in Computer Science

Locul publicării:Cham, Switzerland

Public țintă

Research

Cuprins

Schwarps: Locally Projective Image Warps Based on 2D Schwarzian Derivatives.- gDLS: A Scalable Solution to the Generalized Pose and Scale Problem.- Generalized Connectivity Constraints for Spatio-temporal 3D Reconstruction.- Passive Tomography of Turbulence Strength.- A Non-local Method for Robust Noisy Image Completion.- Improved Motion Invariant Deblurring through Motion Estimation.- Consistent Matting for Light Field Images.- Consensus of Regression for Occlusion-Robust Facial Feature Localization.- Learning the Face Prior for Bayesian Face Recognition.- Spatio-temporal Event Classification Using Time-Series Kernel Based Structured Sparsity.- Feature Disentangling Machine - A Novel Approach of Feature Selection and Disentangling in Facial Expression Analysis.- Joint Unsupervised Face Alignment and Behaviour Analysis.- Learning a Deep Convolutional Network for Image Super-Resolution.- Discriminative Indexing for Probabilistic Image Patch Priors.- Modeling Video Dynamics with DeepDynencoder.- Good Image Priors for Non-blind Deconvolution: Generic vs. Specific.- Image Deconvolution Ringing Artifact Detection and Removal via PSF Frequency Analysis.- View-Consistent 3D Scene Flow Estimation over Multiple Frames.- Hand Waving Away Scale.- A Non-Linear Filter for Gyroscope-Based Video Stabilization.- Multi-modal and Multi-spectral Registration for Natural Images.- Using Isometry to Classify Correct/Incorrect 3D-2D Correspondences.- Bilateral Functions for Global Motion Modeling.- VCDB: A Large-Scale Database for Partial Copy Detection in Videos.- Single-Image Super-Resolution: A Benchmark.- Well Begun Is Half Done: Generating High-Quality Seeds for Automatic Image Dataset Construction from Web.- Zero-Shot Learning via Visual Abstraction.- Discovering Groups of People in Images.- Untangling Object-View Manifold for Multiview Recognition and Pose Estimation.- Parameterizing Object Detectors in the Continuous Pose Space.- Jointly Optimizing 3D Model Fitting andFine-Grained Classification.- Pipelining Localized Semantic Features for Fine-Grained Action Recognition.- Robust Scene Text Detection with Convolution Neural Network Induced MSER Trees.- Deep Features for Text Spotting.- Improving Image-Sentence Embeddings Using Large Weakly Annotated Photo Collections.- Strengthening the Effectiveness of Pedestrian Detection with Spatially Pooled Features.- Selecting Influential Examples: Active Learning with Expected Model Output Changes.- Efficient Sparsity Estimation via Marginal-Lasso Coding.- Continuous Conditional Neural Fields for Structured Regression.- Learning to Rank Using High-Order Information.- Support Vector Guided Dictionary Learning.- Video Object Discovery and Co-segmentation with Extremely Weak Supervision.- Supervoxel-Consistent Foreground Propagation in Video.- Clustering with Hypergraphs: The Case for Large Hyperedges.- Person Re-identification by Video Ranking.- Bayesian Nonparametric Intrinsic Image Decomposition.- Face Detection without Bells and Whistles.- On Image Contours of Projective Shapes.- Programmable Automotive Headlights.- ROCHADE: Robust Checkerboard Advanced Detection for Camera Calibration.- Correcting for Duplicate Scene Structure in Sparse 3D Reconstruction.- Total Moving Face Reconstruction.- Automatic Single-View Calibration and Rectification from Parallel Planar Curves.- On Sampling Focal Length Values to Solve the Absolute Pose Problem.