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): Zhiwu Lu, Horace H. S. Ip (auth.), Kostas Daniilidis, Petros Maragos, Nikos Paragios (eds.)
Series: Lecture Notes in Computer Science 6316 : Image Processing, Computer Vision, Pattern Recognition, and Graphics
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2010
Language: English
Pages: 611
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 -
Constrained Spectral Clustering via Exhaustive and Efficient Constraint Propagation....Pages 1-14
Object Recognition with Hierarchical Stel Models....Pages 15-28
MIForests: Multiple-Instance Learning with Randomized Trees....Pages 29-42
Manifold Valued Statistics, Exact Principal Geodesic Analysis and the Effect of Linear Approximations....Pages 43-56
Stacked Hierarchical Labeling....Pages 57-70
Fully Isotropic Fast Marching Methods on Cartesian Grids....Pages 71-83
Clustering Complex Data with Group-Dependent Feature Selection....Pages 84-97
On Parameter Learning in CRF-Based Approaches to Object Class Image Segmentation....Pages 98-111
Exploring the Identity Manifold: Constrained Operations in Face Space....Pages 112-125
Multi-label Linear Discriminant Analysis....Pages 126-139
Convolutional Learning of Spatio-temporal Features....Pages 140-153
Learning Pre-attentive Driving Behaviour from Holistic Visual Features....Pages 154-167
Detecting People Using Mutually Consistent Poselet Activations....Pages 168-181
Disparity Statistics for Pedestrian Detection: Combining Appearance, Motion and Stereo....Pages 182-195
Multi-stage Sampling with Boosting Cascades for Pedestrian Detection in Images and Videos....Pages 196-209
Learning to Detect Roads in High-Resolution Aerial Images....Pages 210-223
Thinking Inside the Box: Using Appearance Models and Context Based on Room Geometry....Pages 224-237
A Structural Filter Approach to Human Detection....Pages 238-251
Geometric Constraints for Human Detection in Aerial Imagery....Pages 252-265
Handling Urban Location Recognition as a 2D Homothetic Problem....Pages 266-279
Recursive Coarse-to-Fine Localization for Fast Object Detection....Pages 280-293
A Local Bag-of-Features Model for Large-Scale Object Retrieval....Pages 294-308
Velocity-Dependent Shutter Sequences for Motion Deblurring....Pages 309-322
Colorization for Single Image Super Resolution....Pages 323-336
Programmable Aperture Camera Using LCoS....Pages 337-350
A New Algorithmic Approach for Contrast Enhancement....Pages 351-363
Seeing through Obscure Glass....Pages 364-378
A Continuous Max-Flow Approach to Potts Model....Pages 379-392
Hybrid Compressive Sampling via a New Total Variation TVL1....Pages 393-404
Perspective Imaging under Structured Light....Pages 405-419
Lighting and Pose Robust Face Sketch Synthesis....Pages 420-433
Predicting Facial Beauty without Landmarks....Pages 434-447
Gabor Feature Based Sparse Representation for Face Recognition with Gabor Occlusion Dictionary....Pages 448-461
Motion Profiles for Deception Detection Using Visual Cues....Pages 462-475
A Robust and Scalable Approach to Face Identification....Pages 476-489
Emotion Recognition from Arbitrary View Facial Images....Pages 490-503
Face Liveness Detection from a Single Image with Sparse Low Rank Bilinear Discriminative Model....Pages 504-517
Robust Head Pose Estimation Using Supervised Manifold Learning....Pages 518-531
Knowledge Based Activity Recognition with Dynamic Bayesian Network....Pages 532-546
View and Style-Independent Action Manifolds for Human Activity Recognition....Pages 547-560
Figure-Ground Image Segmentation Helps Weakly-Supervised Learning of Objects....Pages 561-574
Enhancing Interactive Image Segmentation with Automatic Label Set Augmentation....Pages 575-588
Hough Transform and 3D SURF for Robust Three Dimensional Classification....Pages 589-602
Back Matter....Pages -
