The 2010 edition of the European Conference on Computer Vision was held in Heraklion, Crete. The call for papers attracted an absolute record of 1,174 submissions. We describe here the selection of the accepted papers: Thirty-eight area chairs were selected coming from Europe (18), USA and Canada (16), and Asia (4). Their selection was based on the following criteria: (1) Researchers who had served at least two times as Area Chairs within the past two years at major vision conferences were excluded; (2) Researchers who served as Area Chairs at the 2010 Computer Vision and Pattern Recognition were also excluded (exception: ECCV 2012 Program Chairs); (3) Minimization of overlap introduced by Area Chairs being former student and advisors; (4) 20% of the Area Chairs had never served before in a major conference; (5) The Area Chair selection process made all possible efforts to achieve a reasonable geographic distribution between countries, thematic areas and trends in computer vision. Each Area Chair was assigned by the Program Chairs between 28–32 papers. Based on paper content, the Area Chair recommended up to seven potential reviewers per paper. Such assignment was made using all reviewers in the database including the conflicting ones. The Program Chairs manually entered the missing conflict domains of approximately 300 reviewers. Based on the recommendation of the Area Chairs, three reviewers were selected per paper (with at least one being of the top three suggestions), with 99.
Author(s): Tian Fang, Long Quan (auth.), Kostas Daniilidis, Petros Maragos, Nikos Paragios (eds.)
Series: Lecture Notes in Computer Science 6312 : Image Processing, Computer Vision, Pattern Recognition, and Graphics
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2010
Language: English
Pages: 813
Tags: Computer Imaging, Vision, Pattern Recognition and Graphics; Image Processing and Computer Vision; Pattern Recognition; Biometrics; Computer Graphics; Algorithm Analysis and Problem Complexity
Front Matter....Pages -
Resampling Structure from Motion....Pages 1-14
Sequential Non-Rigid Structure-from-Motion with the 3D-Implicit Low-Rank Shape Model....Pages 15-28
Bundle Adjustment in the Large....Pages 29-42
Sparse Non-linear Least Squares Optimization for Geometric Vision....Pages 43-56
Geometric Image Parsing in Man-Made Environments....Pages 57-70
Euclidean Structure Recovery from Motion in Perspective Image Sequences via Hankel Rank Minimization....Pages 71-84
Exploiting Loops in the Graph of Trifocal Tensors for Calibrating a Network of Cameras....Pages 85-99
Efficient Structure from Motion by Graph Optimization....Pages 100-113
Conjugate Gradient Bundle Adjustment....Pages 114-127
NF-Features – No-Feature-Features for Representing Non-textured Regions....Pages 128-141
Detecting Large Repetitive Structures with Salient Boundaries....Pages 142-155
Fast Covariance Computation and Dimensionality Reduction for Sub-window Features in Images....Pages 156-169
Binary Coherent Edge Descriptors....Pages 170-182
Adaptive and Generic Corner Detection Based on the Accelerated Segment Test....Pages 183-196
Spatially-Sensitive Affine-Invariant Image Descriptors....Pages 197-208
Object Classification Using Heterogeneous Co-occurrence Features....Pages 209-222
Maximum Margin Distance Learning for Dynamic Texture Recognition....Pages 223-236
Image Invariants for Smooth Reflective Surfaces....Pages 237-250
Visibility Subspaces: Uncalibrated Photometric Stereo with Shadows....Pages 251-264
Ring-Light Photometric Stereo....Pages 265-279
Shape from Second-Bounce of Light Transport....Pages 280-293
A Dual Theory of Inverse and Forward Light Transport....Pages 294-307
Lighting Aware Preprocessing for Face Recognition across Varying Illumination....Pages 308-321
Detecting Ground Shadows in Outdoor Consumer Photographs....Pages 322-335
The Semi-explicit Shape Model for Multi-object Detection and Classification....Pages 336-349
Coupled Gaussian Process Regression for Pose-Invariant Facial Expression Recognition....Pages 350-363
Bilinear Kernel Reduced Rank Regression for Facial Expression Synthesis....Pages 364-377
Multi-class Classification on Riemannian Manifolds for Video Surveillance....Pages 378-391
Modeling Temporal Structure of Decomposable Motion Segments for Activity Classification....Pages 392-405
Cascaded Models for Articulated Pose Estimation....Pages 406-420
State Estimation in a Document Image and Its Application in Text Block Identification and Text Line Extraction....Pages 421-434
Discriminative Learning with Latent Variables for Cluttered Indoor Scene Understanding....Pages 435-449
Simultaneous Segmentation and Figure/Ground Organization Using Angular Embedding....Pages 450-464
Cosegmentation Revisited: Models and Optimization....Pages 465-479
Optimal Contour Closure by Superpixel Grouping....Pages 480-493
Fast and Exact Primal-Dual Iterations for Variational Problems in Computer Vision....Pages 494-505
An Experimental Study of Color-Based Segmentation Algorithms Based on the Mean-Shift Concept....Pages 506-519
Towards More Efficient and Effective LP-Based Algorithms for MRF Optimization....Pages 520-534
Energy Minimization under Constraints on Label Counts....Pages 535-551
A Fast Dual Method for HIK SVM Learning....Pages 552-565
Weakly-Paired Maximum Covariance Analysis for Multimodal Dimensionality Reduction and Transfer Learning....Pages 566-579
Optimizing Complex Loss Functions in Structured Prediction....Pages 580-593
A Novel Parameter Estimation Algorithm for the Multivariate t-Distribution and Its Application to Computer Vision....Pages 594-607
LACBoost and FisherBoost: Optimally Building Cascade Classifiers....Pages 608-621
A Shrinkage Learning Approach for Single Image Super-Resolution with Overcomplete Representations....Pages 622-635
Object of Interest Detection by Saliency Learning....Pages 636-649
Boundary Detection Using F-Measure-, Filter- and Feature- (F 3 ) Boost....Pages 650-663
Unsupervised Learning of Functional Categories in Video Scenes....Pages 664-677
Automatic Learning of Background Semantics in Generic Surveilled Scenes....Pages 678-692
Why Did the Person Cross the Road (There)? Scene Understanding Using Probabilistic Logic Models and Common Sense Reasoning....Pages 693-706
A Data-Driven Approach for Event Prediction....Pages 707-720
Activities as Time Series of Human Postures....Pages 721-734
Fast Approximate Nearest Neighbor Methods for Non-Euclidean Manifolds with Applications to Human Activity Analysis in Videos....Pages 735-748
The Quadratic-Chi Histogram Distance Family....Pages 749-762
Membrane Nonrigid Image Registration....Pages 763-776
Affine Puzzle: Realigning Deformed Object Fragments without Correspondences....Pages 777-790
Location Recognition Using Prioritized Feature Matching....Pages 791-804
Back Matter....Pages -
