Computer Vision -- ACCV 2014: 12th Asian Conference on Computer Vision, Singapore, Singapore, November 1-5, 2014, Revised Selected Papers, Part II

Front Matter....Pages I-XX
Front Matter....Pages 1-1
Multi-view Geometry Compression....Pages 3-18
Camera Calibration Based on the Common Self-polar Triangle of Sphere Images....Pages 19-29
Multi-scale Tetrahedral Fusion of a Similarity Reconstruction and Noisy Positional Measurements....Pages 30-44
DEPT: Depth Estimation by Parameter Transfer for Single Still Images....Pages 45-58
Object Ranking on Deformable Part Models with Bagged LambdaMART....Pages 59-71
Representation Learning with Smooth Autoencoder....Pages 72-86
Single Image Smoke Detection....Pages 87-101
Adaptive Sparse Coding for Painting Style Analysis....Pages 102-117
Efficient Image Detail Mining....Pages 118-132
Accuracy and Specificity Trade-off in $$k$$ -nearest Neighbors Classification....Pages 133-146
Multi-view Point Cloud Registration Using Affine Shape Distributions....Pages 147-161
Part Detector Discovery in Deep Convolutional Neural Networks....Pages 162-177
Performance Evaluation of 3D Local Feature Descriptors....Pages 178-194
Scene Text Detection Based on Robust Stroke Width Transform and Deep Belief Network....Pages 195-209
Cross-Modal Face Matching: Beyond Viewed Sketches....Pages 210-225
3D Aware Correction and Completion of Depth Maps in Piecewise Planar Scenes....Pages 226-241
Regularity Guaranteed Human Pose Correction....Pages 242-256
Accelerated Kmeans Clustering Using Binary Random Projection....Pages 257-272
Divide and Conquer: Efficient Large-Scale Structure from Motion Using Graph Partitioning....Pages 273-287
A Homography Formulation to the 3pt Plus a Common Direction Relative Pose Problem....Pages 288-301
Front Matter....Pages 1-1
MoDeep: A Deep Learning Framework Using Motion Features for Human Pose Estimation....Pages 302-315
Accelerating Cost Volume Filtering Using Salient Subvolumes and Robust Occlusion Handling....Pages 316-331
3D Human Pose Estimation from Monocular Images with Deep Convolutional Neural Network....Pages 332-347
Plant Leaf Identification via a Growing Convolution Neural Network with Progressive Sample Learning....Pages 348-361
Understanding Convolutional Neural Networks in Terms of Category-Level Attributes....Pages 362-375
Robust Scene Classification with Cross-Level LLC Coding on CNN Features....Pages 376-390
A Graphical Model for Rapid Obstacle Image-Map Estimation from Unmanned Surface Vehicles....Pages 391-406
On the Performance of Pose-Based RGB-D Visual Navigation Systems....Pages 407-423
Elastic Shape Analysis of Boundaries of Planar Objects with Multiple Components and Arbitrary Topologies....Pages 424-439
Front Matter....Pages 441-441
A Minimal Solution to Relative Pose with Unknown Focal Length and Radial Distortion....Pages 443-456
Simultaneous Entire Shape Registration of Multiple Depth Images Using Depth Difference and Shape Silhouette....Pages 457-472
Joint Camera Pose Estimation and 3D Human Pose Estimation in a Multi-camera Setup....Pages 473-487
Singly-Bordered Block-Diagonal Form for Minimal Problem Solvers....Pages 488-502
Stereo Fusion Using a Refractive Medium on a Binocular Base....Pages 503-518
Front Matter....Pages 519-519
Saliency Detection via Nonlocal $$L_{0}$$ Minimization....Pages 521-535
 $$N^4$$ -Fields: Neural Network Nearest Neighbor Fields for Image Transforms....Pages 536-551
Super-Resolution Using Sub-Band Self-Similarity....Pages 552-568
Raindrop Detection and Removal from Long Range Trajectories....Pages 569-585
Interest Points via Maximal Self-Dissimilarities....Pages 586-600
Improving Local Features by Dithering-Based Image Sampling....Pages 601-613
Front Matter....Pages 615-615
Sparse Kernel Learning for Image Set Classification....Pages 617-631
Automatic Feature Learning to Grade Nuclear Cataracts Based on Deep Learning....Pages 632-642
Texture Classification Using Dense Micro-block Difference (DMD)....Pages 643-658
Nuclear- $$L_1$$ Norm Joint Regression for Face Reconstruction and Recognition....Pages 659-673
Segmentation of X-ray Images by 3D-2D Registration Based on Multibody Physics....Pages 674-687
View-Adaptive Metric Learning for Multi-view Person Re-identification....Pages 688-702
Back Matter....Pages 703-709