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Computer Vision -- ACCV 2014

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

  • Daniel Cremers
  • Ian Reid
  • Hideo Saito
  • Ming-Hsuan Yang
Conference proceedings ACCV 2014

Part of the Lecture Notes in Computer Science book series (LNCS, volume 9004)

Also part of the Image Processing, Computer Vision, Pattern Recognition, and Graphics book sub series (LNIP, volume 9004)

Table of contents

  1. Front Matter
    Pages I-XX
    PDF

  2. Poster Session 1

    1. Front Matter
      Pages 1-1
      PDF
    2. Multi-view Geometry Compression
      Siyu Zhu, Tian Fang, Runze Zhang, Long Quan
      Pages 3-18
    3. Camera Calibration Based on the Common Self-polar Triangle of Sphere Images
      Haifei Huang, Hui Zhang, Yiu-ming Cheung
      Pages 19-29
    4. Multi-scale Tetrahedral Fusion of a Similarity Reconstruction and Noisy Positional Measurements
      Runze Zhang, Tian Fang, Siyu Zhu, Long Quan
      Pages 30-44
    5. DEPT: Depth Estimation by Parameter Transfer for Single Still Images
      Xiu Li, Hongwei Qin, Yangang Wang, Yongbing Zhang, Qionghai Dai
      Pages 45-58
    6. Object Ranking on Deformable Part Models with Bagged LambdaMART
      Chaobo Sun, Xiaojie Wang, Peng Lu
      Pages 59-71
    7. Representation Learning with Smooth Autoencoder
      Kongming Liang, Hong Chang, Zhen Cui, Shiguang Shan, Xilin Chen
      Pages 72-86
    8. Single Image Smoke Detection
      Hongda Tian, Wanqing Li, Philip Ogunbona, Lei Wang
      Pages 87-101
    9. Adaptive Sparse Coding for Painting Style Analysis
      Zhi Gao, Mo Shan, Loong-Fah Cheong, Qingquan Li
      Pages 102-117
    10. Efficient Image Detail Mining
      Andrej Mikulík, Filip Radenović, Ondřej Chum, Jiří Matas
      Pages 118-132
    11. Accuracy and Specificity Trade-off in \(k\)-nearest Neighbors Classification
      Luis Herranz, Shuqiang Jiang
      Pages 133-146
    12. Multi-view Point Cloud Registration Using Affine Shape Distributions
      Jia Du, Wei Xiong, Wenyu Chen, Jierong Cheng, Yue Wang, Ying Gu et al.
      Pages 147-161
    13. Part Detector Discovery in Deep Convolutional Neural Networks
      Marcel Simon, Erik Rodner, Joachim Denzler
      Pages 162-177
    14. Performance Evaluation of 3D Local Feature Descriptors
      Yulan Guo, Mohammed Bennamoun, Ferdous Sohel, Min Lu, Jianwei Wan, Jun Zhang
      Pages 178-194
    15. Scene Text Detection Based on Robust Stroke Width Transform and Deep Belief Network
      Hailiang Xu, Like Xue, Feng Su
      Pages 195-209
    16. Cross-Modal Face Matching: Beyond Viewed Sketches
      Shuxin Ouyang, Timothy Hospedales, Yi-Zhe Song, Xueming Li
      Pages 210-225
    17. 3D Aware Correction and Completion of Depth Maps in Piecewise Planar Scenes
      Ali K. Thabet, Jean Lahoud, Daniel Asmar, Bernard Ghanem
      Pages 226-241
    18. Regularity Guaranteed Human Pose Correction
      Wei Shen, Rui Lei, Dan Zeng, Zhijiang Zhang
      Pages 242-256
    19. Accelerated Kmeans Clustering Using Binary Random Projection
      Yukyung Choi, Chaehoon Park, In So Kweon
      Pages 257-272
    20. Divide and Conquer: Efficient Large-Scale Structure from Motion Using Graph Partitioning
      Brojeshwar Bhowmick, Suvam Patra, Avishek Chatterjee, Venu Madhav Govindu, Subhashis Banerjee
      Pages 273-287
    21. A Homography Formulation to the 3pt Plus a Common Direction Relative Pose Problem
      Olivier Saurer, Pascal Vasseur, Cedric Demonceaux, Friedrich Fraundorfer
      Pages 288-301
    22. MoDeep: A Deep Learning Framework Using Motion Features for Human Pose Estimation
      Arjun Jain, Jonathan Tompson, Yann LeCun, Christoph Bregler
      Pages 302-315
    23. Accelerating Cost Volume Filtering Using Salient Subvolumes and Robust Occlusion Handling
      Mohamed A. Helala, Faisal Z. Qureshi
      Pages 316-331
    24. 3D Human Pose Estimation from Monocular Images with Deep Convolutional Neural Network
      Sijin Li, Antoni B. Chan
      Pages 332-347
    25. Plant Leaf Identification via a Growing Convolution Neural Network with Progressive Sample Learning
      Zhong-Qiu Zhao, Bao-Jian Xie, Yiu-ming Cheung, Xindong Wu
      Pages 348-361
    26. Understanding Convolutional Neural Networks in Terms of Category-Level Attributes
      Makoto Ozeki, Takayuki Okatani
      Pages 362-375
    27. Robust Scene Classification with Cross-Level LLC Coding on CNN Features
      Zequn Jie, Shuicheng Yan
      Pages 376-390
    28. A Graphical Model for Rapid Obstacle Image-Map Estimation from Unmanned Surface Vehicles
      Matej Kristan, Janez Perš, Vildana Sulič, Stanislav Kovačič
      Pages 391-406
    29. On the Performance of Pose-Based RGB-D Visual Navigation Systems
      Dominik Belter, Michał Nowicki, Piotr Skrzypczyński
      Pages 407-423
    30. Elastic Shape Analysis of Boundaries of Planar Objects with Multiple Components and Arbitrary Topologies
      Sebastian Kurtek, Hamid Laga, Qian Xie
      Pages 424-439

  3. 3D Vision

    1. Front Matter
      Pages 441-441
      PDF
    2. A Minimal Solution to Relative Pose with Unknown Focal Length and Radial Distortion
      Fangyuan Jiang, Yubin Kuang, Jan Erik Solem, Kalle Åström
      Pages 443-456
    3. Simultaneous Entire Shape Registration of Multiple Depth Images Using Depth Difference and Shape Silhouette
      Takuya Ushinohama, Yosuke Sawai, Satoshi Ono, Hiroshi Kawasaki
      Pages 457-472
    4. Joint Camera Pose Estimation and 3D Human Pose Estimation in a Multi-camera Setup
      Jens Puwein, Luca Ballan, Remo Ziegler, Marc Pollefeys
      Pages 473-487
    5. Singly-Bordered Block-Diagonal Form for Minimal Problem Solvers
      Zuzana Kukelova, Martin Bujnak, Jan Heller, Tomáš Pajdla
      Pages 488-502
    6. Stereo Fusion Using a Refractive Medium on a Binocular Base
      Seung-Hwan Baek, Min H. Kim
      Pages 503-518

  4. Low-Level Vision and Features

    1. Front Matter
      Pages 519-519
      PDF
    2. Saliency Detection via Nonlocal \(L_{0}\) Minimization
      Yiyang Wang, Risheng Liu, Xiaoliang Song, Zhixun Su
      Pages 521-535
    3. \(N^4\)-Fields: Neural Network Nearest Neighbor Fields for Image Transforms
      Yaroslav Ganin, Victor Lempitsky
      Pages 536-551
    4. Super-Resolution Using Sub-Band Self-Similarity
      Abhishek Singh, Narendra Ahuja
      Pages 552-568
    5. Raindrop Detection and Removal from Long Range Trajectories
      Shaodi You, Robby T. Tan, Rei Kawakami, Yasuhiro Mukaigawa, Katsushi Ikeuchi
      Pages 569-585
    6. Interest Points via Maximal Self-Dissimilarities
      Federico Tombari, Luigi Di Stefano
      Pages 586-600
    7. Improving Local Features by Dithering-Based Image Sampling
      Christos Varytimidis, Konstantinos Rapantzikos, Yannis Avrithis, Stefanos Kollias
      Pages 601-613

  5. Poster Session 2

    1. Front Matter
      Pages 615-615
      PDF
    2. Sparse Kernel Learning for Image Set Classification
      Muhammad Uzair, Arif Mahmood, Ajmal Mian
      Pages 617-631
    3. Automatic Feature Learning to Grade Nuclear Cataracts Based on Deep Learning
      Xinting Gao, Stephen Lin, Tien Yin Wong
      Pages 632-642
    4. Texture Classification Using Dense Micro-block Difference (DMD)
      Rakesh Mehta, Karen Egiazarian
      Pages 643-658
    5. Nuclear-\(L_1\) Norm Joint Regression for Face Reconstruction and Recognition
      Lei Luo, Jian Yang, Jianjun Qian, Ying Tai
      Pages 659-673
    6. Segmentation of X-ray Images by 3D-2D Registration Based on Multibody Physics
      Jérôme Schmid, Christophe Chênes
      Pages 674-687

Other volumes

  1. Computer Vision -- ACCV 2014
    12th Asian Conference on Computer Vision, Singapore, Singapore, November 1-5, 2014, Revised Selected Papers, Part I
  2. Computer Vision -- ACCV 2014
    12th Asian Conference on Computer Vision, Singapore, Singapore, November 1-5, 2014, Revised Selected Papers, Part II
  3. Computer Vision -- ACCV 2014
    12th Asian Conference on Computer Vision, Singapore, Singapore, November 1-5, 2014, Revised Selected Papers, Part III
  4. Computer Vision -- ACCV 2014
    12th Asian Conference on Computer Vision, Singapore, Singapore, November 1-5, 2014, Revised Selected Papers, Part IV
  5. Computer Vision -- ACCV 2014
    12th Asian Conference on Computer Vision, Singapore, Singapore, November 1-5, 2014, Revised Selected Papers, Part V
  6. Computer Vision - ACCV 2014 Workshops
    Singapore, Singapore, November 1-2, 2014, Revised Selected Papers, Part I
  7. Computer Vision - ACCV 2014 Workshops
    Singapore, Singapore, November 1-2, 2014, Revised Selected Papers, Part II
  8. Computer Vision - ACCV 2014 Workshops
    Singapore, Singapore, November 1-2, 2014, Revised Selected Papers, Part III

About these proceedings

Introduction

The five-volume set LNCS 9003--9007 constitutes the thoroughly refereed post-conference proceedings of the 12th Asian Conference on Computer Vision, ACCV 2014, held in Singapore, Singapore, in November 2014.

The total of 227 contributions presented in these volumes was carefully reviewed and selected from 814 submissions. The papers are organized in topical sections on recognition; 3D vision; low-level vision and features; segmentation; face and gesture, tracking; stereo, physics, video and events; and poster sessions 1-3.

Keywords

Action recognition Aerial images Camera calibration City-scale Data mining Differential constraints Information retrieval Large datasets Level set functions Machine learning Multi-view Multi-view stereo Multiple instance learning Registration Street-view images Video analysis Video segmentation

Editors and affiliations

  • Daniel Cremers
    • 1
  • Ian Reid
    • 2
  • Hideo Saito
    • 3
  • Ming-Hsuan Yang
    • 4
  1. 1.Technische Universität MünchenGarchingGermany
  2. 2.University of AdelaideAdelaideAustralia
  3. 3.Keio UniversityYokohamaJapan
  4. 4.University of California at MercedMercedUSA

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-16808-1
  • Copyright Information Springer International Publishing Switzerland 2015
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-16807-4
  • Online ISBN 978-3-319-16808-1
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site
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