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): Kaiming He, Jian Sun, Xiaoou Tang (auth.), Kostas Daniilidis, Petros Maragos, Nikos Paragios (eds.)
Series: Lecture Notes in Computer Science 6311 : Image Processing, Computer Vision, Pattern Recognition, and Graphics
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2010
Language: English
Pages: 811
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 -
Guided Image Filtering....Pages 1-14
Analysis of Motion Blur with a Flutter Shutter Camera for Non-linear Motion....Pages 15-30
Error-Tolerant Image Compositing....Pages 31-44
Blind Reflectometry....Pages 45-58
Photometric Stereo for Dynamic Surface Orientations....Pages 59-72
Fully Isotropic Fast Marching Methods on Cartesian Grids....Pages 73-85
Descattering Transmission via Angular Filtering....Pages 86-99
Flexible Voxels for Motion-Aware Videography....Pages 100-114
Learning PDEs for Image Restoration via Optimal Control....Pages 115-128
Compressive Acquisition of Dynamic Scenes....Pages 129-142
Scene Carving: Scene Consistent Image Retargeting....Pages 143-156
Two-Phase Kernel Estimation for Robust Motion Deblurring....Pages 157-170
Single Image Deblurring Using Motion Density Functions....Pages 171-184
An Iterative Method with General Convex Fidelity Term for Image Restoration....Pages 185-199
One-Shot Optimal Exposure Control....Pages 200-213
Analyzing Depth from Coded Aperture Sets....Pages 214-227
We Are Family: Joint Pose Estimation of Multiple Persons....Pages 228-242
Joint People, Event, and Location Recognition in Personal Photo Collections Using Cross-Domain Context....Pages 243-256
Chrono-Gait Image: A Novel Temporal Template for Gait Recognition....Pages 257-270
Robust Face Recognition Using Probabilistic Facial Trait Code....Pages 271-284
A 2D Human Body Model Dressed in Eigen Clothing....Pages 285-298
Self-Adapting Feature Layers....Pages 299-312
Face Recognition with Patterns of Oriented Edge Magnitudes....Pages 313-326
Spatial-Temporal Granularity-Tunable Gradients Partition (STGGP) Descriptors for Human Detection....Pages 327-340
Being John Malkovich....Pages 341-353
Facial Contour Labeling via Congealing....Pages 354-368
Cascaded Confidence Filtering for Improved Tracking-by-Detection....Pages 369-382
Inter-camera Association of Multi-target Tracks by On-Line Learned Appearance Affinity Models....Pages 383-396
Multi-person Tracking with Sparse Detection and Continuous Segmentation....Pages 397-410
Closed-Loop Adaptation for Robust Tracking....Pages 411-424
Gaussian-Like Spatial Priors for Articulated Tracking....Pages 425-437
Dense Point Trajectories by GPU-Accelerated Large Displacement Optical Flow....Pages 438-451
Improving Data Association by Joint Modeling of Pedestrian Trajectories and Groupings....Pages 452-465
Globally Optimal Multi-target Tracking on a Hexagonal Lattice....Pages 466-479
Discriminative Spatial Attention for Robust Tracking....Pages 480-493
Object, Scene and Actions: Combining Multiple Features for Human Action Recognition....Pages 494-507
Representing Pairwise Spatial and Temporal Relations for Action Recognition....Pages 508-521
Compact Video Description for Copy Detection with Precise Temporal Alignment....Pages 522-535
Modeling the Temporal Extent of Actions....Pages 536-548
Content-Based Retrieval of Functional Objects in Video Using Scene Context....Pages 549-562
Anomalous Behaviour Detection Using Spatiotemporal Oriented Energies, Subset Inclusion Histogram Comparison and Event-Driven Processing....Pages 563-576
Tracklet Descriptors for Action Modeling and Video Analysis....Pages 577-590
Word Spotting in the Wild....Pages 591-604
A Stochastic Graph Evolution Framework for Robust Multi-target Tracking....Pages 605-619
Backprojection Revisited: Scalable Multi-view Object Detection and Similarity Metrics for Detections....Pages 620-633
Multiple Instance Metric Learning from Automatically Labeled Bags of Faces....Pages 634-647
Partition Min-Hash for Partial Duplicate Image Discovery....Pages 648-662
Automatic Attribute Discovery and Characterization from Noisy Web Data....Pages 663-676
Learning to Recognize Objects from Unseen Modalities....Pages 677-691
Building Compact Local Pairwise Codebook with Joint Feature Space Clustering....Pages 692-705
Image-to-Class Distance Metric Learning for Image Classification....Pages 706-719
Extracting Structures in Image Collections for Object Recognition....Pages 720-733
Size Does Matter: Improving Object Recognition and 3D Reconstruction with Cross-Media Analysis of Image Clusters....Pages 734-747
Avoiding Confusing Features in Place Recognition....Pages 748-761
Semantic Label Sharing for Learning with Many Categories....Pages 762-775
Efficient Object Category Recognition Using Classemes....Pages 776-789
Practical Autocalibration....Pages 790-801
Back Matter....Pages -
