Computer Vision - ACCV 2010

by Kimmel, Ron; Klette, Reinhard; Sugimoto, Akihiro

• ISBN13: 9783642192814
• ISBN10: 3642192815
• Format: Paperback
• Copyright: 2011-05-03
• Publisher: Springer-Verlag New York Inc

Summary

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.

Table of Contents

Posters on Day 3 of ACCV 2010
Fast Computation of a Visual Hull	p. 1
Active Learning with the Furthest Nearest Neighbor Criterion for Facial Age Estimation	p. 11
Real-Time Human Detection Using Relational Depth Similarity Features	p. 25
Human Tracking by Multiple Kernel Boosting with Locality Affinity Constraints	p. 39
A Temporal Latent Topic Model for Facial Expression Recognition	p. 51
From Local Features to Global Shape Constraints: Heterogeneous Matching Scheme for Recognizing Objects under Serious Background Clutter	p. 64
3D Structure Refinement of Nonrigid Surfaces through Efficient Image Alignment	p. 76
Local Empirical Templates and Density Rations for People Counting	p. 90
Curved Reflection Symmetry Detection with Self-Validation	p. 102
An HMM-SVM-Based Automatic Image Annotation Approach	p. 115
Video Deblurring and Super-Resolution Technique for Multiple Moving Objects	p. 127
Sparse Source Separation of Non-instantaneous Spatially Varying Single Path Mixtures	p. 141
Improving Gaussian Process Classification with Outlier Detection, with Applications in Image Classification	p. 153
Robust Tracking Based on Pixel-Wise Spatial Pyramid and Biased Fusion	p. 165
Compressive Evaluation in Human Motion Tracking	p. 177
Reconstructing Mass-Conserved Water Surfaces Using Shape from Shading and Optical Flow	p. 189
Earth Mover's Morphing: Topology-Free Shape Morphing Using Cluster-Based EMD Flow	p. 202
Object Detection Using Local Difference Patterns	p. 216
Randomised Manifold Forests for Principal Angle-Based Face Recognition	p. 228
Estinating Meteorological Visibility Using Cameras: A Probabilistic Model-Driven Approach	p. 243
Optimizing Visual Vocabularies Using Soft Assignment Entropies	p. 255
Totally-Corrective Multi-class Boosting	p. 269
Pyramid Center-Symmetric Local Binary/Trinary Patterns for Effective Pedestrain Detection	p. 281
Reducing Ambiguity in object Recognition Using Relational Information	p. 293
Posing to the Camera: Automatic Viewpoint Selection for Human Actions	p. 307
Orthogonality Based Stopping Condition for Iterative Image Deconvolution Methods	p. 321
Probabilistic 3D Object Recognition Based on Multiple Interpretations Generation	p. 333
Planar Affine Rectification from Change of Scale	p. 347
Sensor Measurements and Image Registration Fusion to Retrieve Variations of Satellite Attitude	p. 361
Image Segmentation Fusion Using General Ensemble Clustering Methods	p. 373
Real Time Myocardial Strain Analysis of Tagged MR Cines Using Element Space Non-rigid Registration
Extending AMCW Lider Depth-of-Field Using a Coded Aperture	p. 397
Surface Extraction from Iso-disparity Contours	p. 410
Image De-fencing Revisited	p. 422
Feature-Assisted Dense Spatio-temporal Reconstruction from Binocular Sequences	p. 435
Improved Spatial Pyramid Matching for Image Classification	p. 449
Dense Multi-frame Optic Flow for Non-rigid Objects Using Subspace Constrants	p. 460
East Recovery of Weakly Textured Surfaces from Surfaces from Monocular Image Sequences	p. 474
Ghost-Free High Dynamic Range Imaging	p. 486
Pedestrian Recognition with a Learned Metric	p. 501
A Color to Grayscale Conversion Considering Local and Global Contrast	p. 513
Affoclance Mining: Forming Preception throught Action	p. 525
Spatiotemporal Contour Grouping Using Abstract Part Models	p. 539
Efficient Multi-structure Robust Fitting with Incremental Top-k Lists Comparison	p. 553
Flexible Online Calibration for a Mobile Projector-Camera System	p. 565
3D Object Recognition Based on Canonical Angles between Shape Subspaces	p. 580
An Unsupervised Framework for Action Recognition Using Actemes	p. 592
Segmentation of Brain Tumors in Multi-parametric MR Images via Robust Statistic Information propagation	p. 606
Face Recogaition with Decision Tree-Based Local Binary Patterns	p. 618
Occlusion Handling with l1-Regularized Space Reconstruction	p. 630
An Approximation Algorithm for Computing Minimum-Length Polygons in 3D Images	p. 641
Classifier Acceleration by Imitation	p. 653
Recognizing Continuous Grammatical Marker Facial Gestures in Sigh Language Video	p. 665
Invariant Feature Set Generation with the Linear Manifold Self-Organizing Map	p. 677
A Multi-level Supporting Scheme for Face Recognition Under Partial Occlusions and Disguise	p. 690
Foreground and Shadow Segmentation Based on a Homography-Correspondence Pair	p. 702
Author Index	p. 717
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