Computer Vision -- ECCV 2010 : 11th European Conference on Computer Vision, Heraklion, Crete, Greece, September 5-11, 2010, Proceedings, Part IV

by Daniilidis, Kostas; Maragos, Petros; Paragios, Nikos

• ISBN13: 9783642155604
• ISBN10: 364215560X
• Edition: 1st
• Format: Paperback
• Copyright: 2010-09-20
• Publisher: Springer-Verlag New York Inc

Summary

The six-volume set comprising LNCS volumes 6311 until 6313 constitutes the refereed proceedings of the 11th European Conference on Computer Vision, ECCV 2010, held in Heraklion, Crete, Greece, in September 2010. The 325 revised papers presented were carefully reviewed and selected from 1174 submissions. The papers are organized in topical sections on object and scene recognition; segmentation and grouping; face, gesture, biometrics; motion and tracking; statistical models and visual learning; matching, registration, alignment; computational imaging; multi-view geometry; image features; video and event characterization; shape representation and recognition; stereo; reflectance, illumination, color; medical image analysis.

Table of Contents

Spotlights and Posters W1
Kernel Sparse Representation for Image Classification and Face Recognition	p. 1
Every Picture Tells a Story: Generating Sentences from Images	p. 15
An Eye Fixation Database for Saliency Detection in Images	p. 30
Face Image Relighting Using Locally Constrained Global Optimization	p. 44
Correlation-Based Intrinsic Image Extraction from a Single Image	p. 58
ADICT: Accurate Direct and Inverse Color Transformation	p. 72
Real-Time Specular Highlight Removal Using Bilateral Filtering	p. 87
Learning Artistic Lighting Template from Portrait Photographs	p. 101
Photometric Stereo from Maximum Feasible Lambertian Reflections	p. 115
Part-Based Feature Synthesis for Human Detection	p. 127
Improving the Fisher Kernel for Large-Scale Image Classification	p. 143
Max-Margin Dictionary Learning for Multiclass Image Categorization	p. 157
Towards Optimal Naive Bayes Nearest Neighbor	p. 171
Weakly Supervised Classification of Objects in Images Using Soft Random Forests	p. 185
Learning What and How of Contextual Models for Scene Labeling	p. 199
Adapting Visual Category Models to New Domains	p. 213
Improved Human Parsing with a Full Relational Model	p. 227
Multiresolution Models for Object Detection	p. 241
Accurate Image Localization Based on Google Maps Street View	p. 255
A Minimal Case Solution to the Calibrated Relative Pose Problem for the Case of Two Known Orientation Angles	p. 269
Bilinear Factorization via Augmented Lagrange Multipliers	p. 283
Piecewise Quadratic Reconstruction of Non-Rigid Surfaces from Monocular Sequences	p. 297
Extrinsic Camera Calibration Using Multiple Reflections	p. 311
Probabilistic Deformable Surface Tracking from Multiple Videos	p. 326
Theory of Optimal View Interpolation with Depth Inaccuracy	p. 340
Practical Methods for Convex Multi-view Reconstruction	p. 354
Building Rome on a Cloudless Day	p. 368
Camera Pose Estimation Using Images of Planar Mirror Reflections	p. 382
Element-Wise Factorization for N-View Projective Reconstruction	p. 396
Learning Relations among Movie Characters: A Social Network Perspective	p. 410
Scene and Object Recognition
What, Where and How Many? Combining Object Detectors and CRFs	p. 424
Visual Recognition with Humans in the Loop	p. 438
Localizing Objects While Learning Their Appearance	p. 452
Monocular 3D Scene Modeling and Inference: Understanding Multi-Object Traffic Scenes	p. 467
Blocks World Revisited: Image Understanding Using Qualitative Geometry and Mechanics	p. 482
Discriminative Learning with Latent Variables for Cluttered Indoor Scene Understanding	p. 497
Spotlights and Posters W2
Visual Tracking Using a Pixelwise Spatiotemporal Oriented Energy Representation	p. 511
A Globally Optimal Approach for 3D Elastic Motion Estimation from Stereo Sequences	p. 525
Occlusion Boundary Detection Using Pseudo-depth	p. 539
Multiple Target Tracking in World Coordinate with Single	p. 553
Joint Estimation of Motion, Structure and Geometry from Stereo Sequences	p. 568
Dense, Robust, and Accurate Motion Field Estimation from Stereo Image Sequences in Real-Time	p. 582
Estimation of 3D Object Structure, Motion and Rotation Based on 4D Affine Optical Flow Using a Multi-camera Array	p. 596
Efficiently Scaling Up Video Annotation with Crowdsourced Marketplaces	p. 610
Robust and Fast Collaborative Tracking with Two Stage Sparse Optimization	p. 624
Nonlocal Multiscale Hierarchical Decomposition on Graphs	p. 638
Adaptive Regularization for Image Segmentation Using Local Image Curvature Cues	p. 651
A Static SMC Sampler on Shapes for the Automated Segmentation of Aortic Calcifications	p. 666
Fast Dynamic Texture Detection	p. 680
Finding Semantic Structures in Image Hierarchies Using Laplacian Graph Energy	p. 694
Semantic Segmentation of Urban Scenes Using Dense Depth Maps	p. 708
Tensor Sparse Coding for Region Covariances	p. 722
Improving Local Descriptors by Embedding Global and Local Spatial Information	p. 736
Detecting Faint Curved Edges in Noisy Images	p. 750
Spatial Statistics of Visual Keypoints for Texture Recognition	p. 764
BRIEF: Binary Robust Independent Elementary Features	p. 778
Multi-label Feature Transform for Image Classifications	p. 793
Author Index	p. 807
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