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Über dieses Buch

The four-volume set LNCS 7724--7727 constitutes the thoroughly refereed post-conference proceedings of the 11th Asian Conference on Computer Vision, ACCV 2012, held in Daejeon, Korea, in November 2012. The total of 226 contributions presented in these volumes was carefully reviewed and selected from 869 submissions. The papers are organized in topical sections on object detection, learning and matching; object recognition; feature, representation, and recognition; segmentation, grouping, and classification; image representation; image and video retrieval and medical image analysis; face and gesture analysis and recognition; optical flow and tracking; motion, tracking, and computational photography; video analysis and action recognition; shape reconstruction and optimization; shape from X and photometry; applications of computer vision; low-level vision and applications of computer vision.

Inhaltsverzeichnis

Frontmatter

Oral Session 1: Object Detection and Learning

2013 | OriginalPaper | Buchkapitel

Beyond Dataset Bias: Multi-task Unaligned Shared Knowledge Transfer

Tatiana Tommasi, Novi Quadrianto, Barbara Caputo, Christoph H. Lampert

2013 | OriginalPaper | Buchkapitel

Cross-Database Transfer Learning via Learnable and Discriminant Error-Correcting Output Codes

Feng-Ju Chang, Yen-Yu Lin, Ming-Fang Weng

2013 | OriginalPaper | Buchkapitel

Human Reidentification with Transferred Metric Learning

Wei Li, Rui Zhao, Xiaogang Wang

Poster Session 1: Object Detection, Learning and Matching

2013 | OriginalPaper | Buchkapitel

Tell Me What You Like and I’ll Tell You What You Are: Discriminating Visual Preferences on Flickr Data

Pietro Lovato, Alessandro Perina, Nicu Sebe, Omar Zandonà, Alessio Montagnini, Manuele Bicego, Marco Cristani

2013 | OriginalPaper | Buchkapitel

Local Context Priors for Object Proposal Generation

Marko Ristin, Juergen Gall, Luc Van Gool

2013 | OriginalPaper | Buchkapitel

Arbitrary-Shape Object Localization Using Adaptive Image Grids

Chunluan Zhou, Junsong Yuan

2013 | OriginalPaper | Buchkapitel

Disambiguation in Unknown Object Detection by Integrating Image and Speech Recognition Confidences

Yuko Ozasa, Yasuo Ariki, Mikio Nakano, Naoto Iwahashi

2013 | OriginalPaper | Buchkapitel

Class-Specific Weighted Dominant Orientation Templates for Object Detection

Hui-Jin Lee, Ki-Sang Hong

2013 | OriginalPaper | Buchkapitel

Salient Object Detection via Color Contrast and Color Distribution

Keren Fu, Chen Gong, Jie Yang, Yue Zhou

2013 | OriginalPaper | Buchkapitel

Data Decomposition and Spatial Mixture Modeling for Part Based Model

Junge Zhang, Yongzhen Huang, Kaiqi Huang, Zifeng Wu, Tieniu Tan

2013 | OriginalPaper | Buchkapitel

Appearance Sharing for Collective Human Pose Estimation

Marcin Eichner, Vittorio Ferrari

2013 | OriginalPaper | Buchkapitel

Max-Margin Regularization for Reducing Accidentalness in Chamfer Matching

Angela Eigenstetter, Pradeep Krishna Yarlagadda, Björn Ommer

2013 | OriginalPaper | Buchkapitel

Coupling-and-Decoupling: A Hierarchical Model for Occlusion-Free Car Detection

Bo Li, Tianfu Wu, Wenze Hu, Mingtao Pei

2013 | OriginalPaper | Buchkapitel

The Pooled NBNN Kernel: Beyond Image-to-Class and Image-to-Image

Konstantinos Rematas, Mario Fritz, Tinne Tuytelaars

2013 | OriginalPaper | Buchkapitel

Local Hypersphere Coding Based on Edges between Visual Words

Weiqiang Ren, Yongzhen Huang, Xin Zhao, Kaiqi Huang, Tieniu Tan

2013 | OriginalPaper | Buchkapitel

Spatially Local Coding for Object Recognition

Sancho McCann, David G. Lowe

2013 | OriginalPaper | Buchkapitel

Semantic Segmentation with Millions of Features: Integrating Multiple Cues in a Combined Random Forest Approach

Björn Fröhlich, Erik Rodner, Joachim Denzler

2013 | OriginalPaper | Buchkapitel

Semi-Supervised Learning on a Budget: Scaling Up to Large Datasets

Sandra Ebert, Mario Fritz, Bernt Schiele

2013 | OriginalPaper | Buchkapitel

One-Class Multiple Instance Learning via Robust PCA for Common Object Discovery

Xinggang Wang, Zhengdong Zhang, Yi Ma, Xiang Bai, Wenyu Liu, Zhuowen Tu

2013 | OriginalPaper | Buchkapitel

Online Semi-Supervised Discriminative Dictionary Learning for Sparse Representation

Guangxiao Zhang, Zhuolin Jiang, Larry S. Davis

2013 | OriginalPaper | Buchkapitel

Efficient Discriminative Learning of Class Hierarchy for Many Class Prediction

Lin Chen, Lixin Duan, Ivor W. Tsang, Dong Xu

Oral Session 2: Object Recognition I

2013 | OriginalPaper | Buchkapitel

Grouping Active Contour Fragments for Object Recognition

Wei Zheng, Songlin Song, Hong Chang, Xilin Chen

2013 | OriginalPaper | Buchkapitel

Detecting Partially Occluded Objects with an Implicit Shape Model Random Field

Paul Wohlhart, Michael Donoser, Peter M. Roth, Horst Bischof

2013 | OriginalPaper | Buchkapitel

Relative Forest for Attribute Prediction

Shaoxin Li, Shiguang Shan, Xilin Chen

2013 | OriginalPaper | Buchkapitel

Discriminative Dictionary Learning with Pairwise Constraints

Huimin Guo, Zhuolin Jiang, Larry S. Davis

Poster Session 2: Feature, Representation, and Recognition

2013 | OriginalPaper | Buchkapitel

Adaptive Unsupervised Multi-view Feature Selection for Visual Concept Recognition

Yinfu Feng, Jun Xiao, Yueting Zhuang, Xiaoming Liu

2013 | OriginalPaper | Buchkapitel

Iris Recognition Using Consistent Corner Optical Flow

Aditya Nigam, Phalguni Gupta

2013 | OriginalPaper | Buchkapitel

Face Recognition in Videos – A Graph Based Modified Kernel Discriminant Analysis

Gayathri Mahalingam, Chandra Kambhamettu

2013 | OriginalPaper | Buchkapitel

Learning Hierarchical Bag of Words Using Naive Bayes Clustering

Siddhartha Chandra, Shailesh Kumar, C. V. Jawahar

2013 | OriginalPaper | Buchkapitel

Efficient Human Parsing Based on Sketch Representation

Meng Wang, Zhaoxiang Zhang, Yunhong Wang

2013 | OriginalPaper | Buchkapitel

Exclusive Visual Descriptor Quantization

Yu Zhang, Jianxin Wu, Weiyao Lin

2013 | OriginalPaper | Buchkapitel

Underwater Live Fish Recognition Using a Balance-Guaranteed Optimized Tree

Phoenix X. Huang, Bastiaan J. Boom, Robert B. Fisher

2013 | OriginalPaper | Buchkapitel

Local 3D Symmetry for Visual Saliency in 2.5D Point Clouds

Ekaterina Potapova, Michael Zillich, Markus Vincze

2013 | OriginalPaper | Buchkapitel

Exploiting Features – Locally Interleaved Sequential Alignment for Object Detection

Karel Zimmermann, David Hurych, Tomáš Svoboda

2013 | OriginalPaper | Buchkapitel

Efficient and Scalable 4th-Order Match Propagation

David Ok, Renaud Marlet, Jean-Yves Audibert

2013 | OriginalPaper | Buchkapitel

Hierarchical Object Representations for Visual Recognition via Weakly Supervised Learning

Tianzhu Zhang, Rui Cai, Zhiwei Li, Lei Zhang, Hanqing Lu

2013 | OriginalPaper | Buchkapitel

Invariant Surface-Based Shape Descriptor for Dynamic Surface Encoding

Tony Tung, Takashi Matsuyama

2013 | OriginalPaper | Buchkapitel

Linear Discriminant Analysis with Maximum Correntropy Criterion

Wei Zhou, Sei-ichiro Kamata

2013 | OriginalPaper | Buchkapitel

AfNet: The Affordance Network

Karthik Mahesh Varadarajan, Markus Vincze

2013 | OriginalPaper | Buchkapitel

A Directed Graphical Model for Linear Barcode Scanning from Blurred Images

Ling Chen

2013 | OriginalPaper | Buchkapitel

A Probabilistic 3D Model Retrieval System Using Sphere Image

Ke Ding, Yunhui Liu

2013 | OriginalPaper | Buchkapitel

Model Based Training, Detection and Pose Estimation of Texture-Less 3D Objects in Heavily Cluttered Scenes

Stefan Hinterstoisser, Vincent Lepetit, Slobodan Ilic, Stefan Holzer, Gary Bradski, Kurt Konolige, Nassir Navab

2013 | OriginalPaper | Buchkapitel

Boosting with Side Information

Jixu Chen, Xiaoming Liu, Siwei Lyu

2013 | OriginalPaper | Buchkapitel

Generalized Mutual Subspace Based Methods for Image Set Classification

Takumi Kobayashi

Oral Session 3: Segmentation and Grouping

2013 | OriginalPaper | Buchkapitel

Simultaneous Monocular 2D Segmentation, 3D Pose Recovery and 3D Reconstruction

Victor Adrian Prisacariu, Aleksandr V. Segal, Ian Reid

2013 | OriginalPaper | Buchkapitel

Joint Kernel Learning for Supervised Image Segmentation

Jongmin Kim, Youngjoo Seo, Sanghyuk Park, Sungrack Yun, Chang D. Yoo

2013 | OriginalPaper | Buchkapitel

Application of Heterogenous Motion Models towards Structure Recovery from Motion

Rohith M.V., Chandra Kambhamettu

Poster Session 3: Segmentation, Grouping, and Classification

2013 | OriginalPaper | Buchkapitel

Locality-Constrained Active Appearance Model

Xiaowei Zhao, Shiguang Shan, Xiujuan Chai, Xilin Chen

2013 | OriginalPaper | Buchkapitel

Modeling Hidden Topics with Dual Local Consistency for Image Analysis

Peng Li, Jian Cheng, Hanqing Lu

2013 | OriginalPaper | Buchkapitel

Design of Non-Linear Discriminative Dictionaries for Image Classification

Ashish Shrivastava, Hien V. Nguyen, Vishal M. Patel, Rama Chellappa

2013 | OriginalPaper | Buchkapitel

Efficient Background Subtraction under Abrupt Illumination Variations

Junqiu Wang, Yasushi Yagi

2013 | OriginalPaper | Buchkapitel

Naive Bayes Image Classification: Beyond Nearest Neighbors

Radu Timofte, Tinne Tuytelaars, Luc Van Gool

2013 | OriginalPaper | Buchkapitel

Contextual Pooling in Image Classification

Zifeng Wu, Yongzhen Huang, Liang Wang, Tieniu Tan

2013 | OriginalPaper | Buchkapitel

Spatial Graph for Image Classification

Zifeng Wu, Yongzhen Huang, Liang Wang, Tieniu Tan

2013 | OriginalPaper | Buchkapitel

Knowledge Leverage from Contours to Bounding Boxes: A Concise Approach to Annotation

Jie-Zhi Cheng, Feng-Ju Chang, Kuang-Jui Hsu, Yen-Yu Lin

2013 | OriginalPaper | Buchkapitel

Efficient Pixel-Grouping Based on Dempster’s Theory of Evidence for Image Segmentation

Björn Scheuermann, Markus Schlosser, Bodo Rosenhahn

2013 | OriginalPaper | Buchkapitel

Video Segmentation with Superpixels

Fabio Galasso, Roberto Cipolla, Bernt Schiele

2013 | OriginalPaper | Buchkapitel

A Noise Tolerant Watershed Transformation with Viscous Force for Seeded Image Segmentation

Di Yang, Stephen Gould, Marcus Hutter

2013 | OriginalPaper | Buchkapitel

Active Learning for Interactive Segmentation with Expected Confidence Change

Dan Wang, Canxiang Yan, Shiguang Shan, Xilin Chen

2013 | OriginalPaper | Buchkapitel

Cross Anisotropic Cost Volume Filtering for Segmentation

Vladislav Kramarev, Oliver Demetz, Christopher Schroers, Joachim Weickert

Backmatter

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