Computer Vision – ACCV 2012: 11th Asian Conference on Computer Vision, Daejeon, Korea, November 5-9, 2012, Revised Selected Papers, Part I

Front Matter....Pages -
Beyond Dataset Bias: Multi-task Unaligned Shared Knowledge Transfer....Pages 1-15
Cross-Database Transfer Learning via Learnable and Discriminant Error-Correcting Output Codes....Pages 16-30
Human Reidentification with Transferred Metric Learning....Pages 31-44
Tell Me What You Like and I’ll Tell You What You Are: Discriminating Visual Preferences on Flickr Data....Pages 45-56
Local Context Priors for Object Proposal Generation....Pages 57-70
Arbitrary-Shape Object Localization Using Adaptive Image Grids....Pages 71-84
Disambiguation in Unknown Object Detection by Integrating Image and Speech Recognition Confidences....Pages 85-96
Class-Specific Weighted Dominant Orientation Templates for Object Detection....Pages 97-110
Salient Object Detection via Color Contrast and Color Distribution....Pages 111-122
Data Decomposition and Spatial Mixture Modeling for Part Based Model....Pages 123-137
Appearance Sharing for Collective Human Pose Estimation....Pages 138-151
Max-Margin Regularization for Reducing Accidentalness in Chamfer Matching....Pages 152-163
Coupling-and-Decoupling: A Hierarchical Model for Occlusion-Free Car Detection....Pages 164-175
The Pooled NBNN Kernel: Beyond Image-to-Class and Image-to-Image....Pages 176-189
Local Hypersphere Coding Based on Edges between Visual Words....Pages 190-203
Spatially Local Coding for Object Recognition....Pages 204-217
Semantic Segmentation with Millions of Features: Integrating Multiple Cues in a Combined Random Forest Approach....Pages 218-231
Semi-Supervised Learning on a Budget: Scaling Up to Large Datasets....Pages 232-245
One-Class Multiple Instance Learning via Robust PCA for Common Object Discovery....Pages 246-258
Online Semi-Supervised Discriminative Dictionary Learning for Sparse Representation....Pages 259-273
Efficient Discriminative Learning of Class Hierarchy for Many Class Prediction....Pages 274-288
Grouping Active Contour Fragments for Object Recognition....Pages 289-301
Detecting Partially Occluded Objects with an Implicit Shape Model Random Field....Pages 302-315
Relative Forest for Attribute Prediction....Pages 316-327
Discriminative Dictionary Learning with Pairwise Constraints....Pages 328-342
Adaptive Unsupervised Multi-view Feature Selection for Visual Concept Recognition....Pages 343-357
Iris Recognition Using Consistent Corner Optical Flow....Pages 358-369
Face Recognition in Videos – A Graph Based Modified Kernel Discriminant Analysis....Pages 370-381
Learning Hierarchical Bag of Words Using Naive Bayes Clustering....Pages 382-395
Efficient Human Parsing Based on Sketch Representation....Pages 396-407
Exclusive Visual Descriptor Quantization....Pages 408-421
Underwater Live Fish Recognition Using a Balance-Guaranteed Optimized Tree....Pages 422-433
Local 3D Symmetry for Visual Saliency in 2.5D Point Clouds....Pages 434-445
Exploiting Features – Locally Interleaved Sequential Alignment for Object Detection....Pages 446-459
Efficient and Scalable 4th-Order Match Propagation....Pages 460-473
Hierarchical Object Representations for Visual Recognition via Weakly Supervised Learning....Pages 474-485
Invariant Surface-Based Shape Descriptor for Dynamic Surface Encoding....Pages 486-499
Linear Discriminant Analysis with Maximum Correntropy Criterion....Pages 500-511
AfNet: The Affordance Network....Pages 512-523
A Directed Graphical Model for Linear Barcode Scanning from Blurred Images....Pages 524-535
A Probabilistic 3D Model Retrieval System Using Sphere Image....Pages 536-547
Model Based Training, Detection and Pose Estimation of Texture-Less 3D Objects in Heavily Cluttered Scenes....Pages 548-562
Boosting with Side Information....Pages 563-577
Generalized Mutual Subspace Based Methods for Image Set Classification....Pages 578-592
Simultaneous Monocular 2D Segmentation, 3D Pose Recovery and 3D Reconstruction....Pages 593-606
Joint Kernel Learning for Supervised Image Segmentation....Pages 607-621
Application of Heterogenous Motion Models towards Structure Recovery from Motion....Pages 622-635
Locality-Constrained Active Appearance Model....Pages 636-647
Modeling Hidden Topics with Dual Local Consistency for Image Analysis....Pages 648-659
Design of Non-Linear Discriminative Dictionaries for Image Classification....Pages 660-674
Efficient Background Subtraction under Abrupt Illumination Variations....Pages 675-688
Naive Bayes Image Classification: Beyond Nearest Neighbors....Pages 689-703
Contextual Pooling in Image Classification....Pages 704-715
Spatial Graph for Image Classification....Pages 716-729
Knowledge Leverage from Contours to Bounding Boxes: A Concise Approach to Annotation....Pages 730-744
Efficient Pixel-Grouping Based on Dempster’s Theory of Evidence for Image Segmentation....Pages 745-759
Video Segmentation with Superpixels....Pages 760-774
A Noise Tolerant Watershed Transformation with Viscous Force for Seeded Image Segmentation....Pages 775-789
Active Learning for Interactive Segmentation with Expected Confidence Change....Pages 790-802
Cross Anisotropic Cost Volume Filtering for Segmentation....Pages 803-814
Back Matter....Pages -