Computer Vision - Accv 2010: 10th Asian Conference On Computer Vision, Queenstown, New Zealand, November 8-12, 2010, Revised Selected Papers, Part Iv . Vision, Pattern Recognition, And Graphics)

The four-volume set LNCS 6492-6495 constitutes the thoroughly refereed post-proceedings of the 10th Asian Conference on Computer Vision, ACCV 2009, held in Queenstown, New Zealand in November 2010. All together the four volumes present 206 revised papers selected from a total of 739 Submissions. All current issues in computer vision are addressed ranging from algorithms that attempt to automatically understand the content of images, optical methods coupled with computational techniques that enhance and improve images, and capturing and analyzing the world's geometry while preparing the higher level image and shape understanding. Novel gemometry techniques, statistical learning methods, and modern algebraic procedures are dealt with as well. Front Matter....Pages - Fast Computation of a Visual Hull....Pages 1-10 Active Learning with the Furthest Nearest Neighbor Criterion for Facial Age Estimation....Pages 11-24 Real-Time Human Detection Using Relational Depth Similarity Features....Pages 25-38 Human Tracking by Multiple Kernel Boosting with Locality Affinity Constraints....Pages 39-50 A Temporal Latent Topic Model for Facial Expression Recognition....Pages 51-63 From Local Features to Global Shape Constraints: Heterogeneous Matching Scheme for Recognizing Objects under Serious Background Clutter....Pages 64-75 3D Structure Refinement of Nonrigid Surfaces through Efficient Image Alignment....Pages 76-89 Local Empirical Templates and Density Ratios for People Counting....Pages 90-101 Curved Reflection Symmetry Detection with Self-validation....Pages 102-114 An HMM-SVM-Based Automatic Image Annotation Approach....Pages 115-126 Video Deblurring and Super-Resolution Technique for Multiple Moving Objects....Pages 127-140 Sparse Source Separation of Non-instantaneous Spatially Varying Single Path Mixtures....Pages 141-152 Improving Gaussian Process Classification with Outlier Detection, with Applications in Image Classification....Pages 153-164 Robust Tracking Based on Pixel-Wise Spatial Pyramid and Biased Fusion....Pages 165-176 Compressive Evaluation in Human Motion Tracking....Pages 177-188 Reconstructing Mass-Conserved Water Surfaces Using Shape from Shading and Optical Flow....Pages 189-201 Earth Mover’s Morphing: Topology-Free Shape Morphing Using Cluster-Based EMD Flows....Pages 202-215 Object Detection Using Local Difference Patterns....Pages 216-227 Randomised Manifold Forests for Principal Angle-Based Face Recognition....Pages 228-242 Estimating Meteorological Visibility Using Cameras: A Probabilistic Model-Driven Approach....Pages 243-254 Optimizing Visual Vocabularies Using Soft Assignment Entropies....Pages 255-268 Totally-Corrective Multi-class Boosting....Pages 269-280 Pyramid Center-Symmetric Local Binary/Trinary Patterns for Effective Pedestrian Detection....Pages 281-292 Reducing Ambiguity in Object Recognition Using Relational Information....Pages 293-306 Posing to the Camera: Automatic Viewpoint Selection for Human Actions....Pages 307-320 Orthogonality Based Stopping Condition for Iterative Image Deconvolution Methods....Pages 321-332 Probabilistic 3D Object Recognition Based on Multiple Interpretations Generation....Pages 333-346 Planar Affine Rectification from Change of Scale....Pages 347-360 Sensor Measurements and Image Registration Fusion to Retrieve Variations of Satellite Attitude....Pages 361-372 Image Segmentation Fusion Using General Ensemble Clustering Methods....Pages 373-384 Real Time Myocardial Strain Analysis of Tagged MR Cines Using Element Space Non-rigid Registration....Pages 385-396 Extending AMCW Lidar Depth-of-Field Using a Coded Aperture....Pages 397-409 Surface Extraction from Iso-disparity Contours....Pages 410-421 Image De-fencing Revisited....Pages 422-434 Feature-Assisted Dense Spatio-temporal Reconstruction from Binocular Sequences....Pages 435-448 Improved Spatial Pyramid Matching for Image Classification....Pages 449-459 Dense Multi-frame Optic Flow for Non-rigid Objects Using Subspace Constraints....Pages 460-473 Fast Recovery of Weakly Textured Surfaces from Monocular Image Sequences....Pages 474-485 Ghost-Free High Dynamic Range Imaging....Pages 486-500 Pedestrian Recognition with a Learned Metric....Pages 501-512 A Color to Grayscale Conversion Considering Local and Global Contrast....Pages 513-524 Affordance Mining: Forming Perception through Action....Pages 525-538 Spatiotemporal Contour Grouping Using Abstract Part Models....Pages 539-552 Efficient Multi-structure Robust Fitting with Incremental Top- k Lists Comparison....Pages 553-564 Flexible Online Calibration for a Mobile Projector-Camera System....Pages 565-579 3D Object Recognition Based on Canonical Angles between Shape Subspaces....Pages 580-591 An Unsupervised Framework for Action Recognition Using Actemes ....Pages 592-605 Segmentation of Brain Tumors in Multi-parametric MR Images via Robust Statistic Information Propagation....Pages 606-617 Face Recognition with Decision Tree-Based Local Binary Patterns....Pages 618-629 Occlusion Handling with l 1 -Regularized Sparse Reconstruction....Pages 630-640 An Approximation Algorithm for Computing Minimum-Length Polygons in 3D Images....Pages 641-652 Classifier Acceleration by Imitation....Pages 653-664 Recognizing Continuous Grammatical Marker Facial Gestures in Sign Language Video....Pages 665-676 Invariant Feature Set Generation with the Linear Manifold Self-organizing Map....Pages 677-689 A Multi-level Supporting Scheme for Face Recognition under Partial Occlusions and Disguise....Pages 690-701 Foreground and Shadow Segmentation Based on a Homography-Correspondence Pair....Pages 702-715 Back Matter....Pages -