CVPR 2007:
Minneapolis,
Minnesota,
USA
2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 18-23 June 2007, Minneapolis, Minnesota, USA.
IEEE Computer Society 2007
Oral session 1A:
Matching and Features
- Eric Nowak, Frédéric Jurie:
Learning Visual Similarity Measures for Comparing Never Seen Objects.
- Herve Jegou, Hedi Harzallah, Cordelia Schmid:
A contextual dissimilarity measure for accurate and efficient image search.
- Simon A. J. Winder, Matthew Brown:
Learning Local Image Descriptors.
- Hongli Deng, Wei Zhang, Eric N. Mortensen, Thomas G. Dietterich, Linda G. Shapiro:
Principal Curvature-Based Region Detector for Object Recognition.
- Alexander Toshev, Jianbo Shi, Kostas Daniilidis:
Image Matching via Saliency Region Correspondences.
Oral session 1B:
Motion Segmentation and Tracking
Posters:
Learning and Pattern Recognition 1
- Marshall F. Tappen, Ce Liu, Edward H. Adelson, William T. Freeman:
Learning Gaussian Conditional Random Fields for Low-Level Vision.
- Kent Shi, Song Chun Zhu:
Mapping Natural Image Patches by Explicit and Implicit Manifolds.
- Jun Li, Pengwei Hao:
Hierarchical Structuring of Data on Manifolds.
- Lie Gu, Eric P. Xing, Takeo Kanade:
Learning GMRF Structures for Spatial Priors.
- Huan Wang, Shuicheng Yan, Dong Xu, Xiaoou Tang, Thomas S. Huang:
Trace Ratio vs. Ratio Trace for Dimensionality Reduction.
- Shuicheng Yan, Dong Xu, Stephen Lin, Thomas S. Huang, Shih-Fu Chang:
Element Rearrangement for Tensor-Based Subspace Learning.
- Tae-Kyun Kim, Shu-Fai Wong, Björn Stenger, Josef Kittler, Roberto Cipolla:
Incremental Linear Discriminant Analysis Using Sufficient Spanning Set Approximations.
- Tanveer Fathima Syeda-Mahmood, Fei Wang:
Unsupervised Clustering using Multi-Resolution Perceptual Grouping.
Posters:
Optical Flow and Tracking 1
- Alper Yilmaz:
Object Tracking by Asymmetric Kernel Mean Shift with Automatic Scale and Orientation Selection.
- Andriy Myronenko, Xubo B. Song, Miguel Á. Carreira-Perpiñán:
Free-Form Nonrigid Image Registration Using Generalized Elastic Nets.
- Robin Hess, Alan Fern:
Improved Video Registration using Non-Distinctive Local Image Features.
- Yu-Wing Tai, Michael S. Brown, Chi-Keung Tang:
Robust Estimation of Texture Flow via Dense Feature Sampling.
- Qian Yu, Gérard G. Medioni, Isaac Cohen:
Multiple Target Tracking Using Spatio-Temporal Markov Chain Monte Carlo Data Association.
- Hao Wu, Aswin C. Sankaranarayanan, Rama Chellappa:
In Situ Evaluation of Tracking Algorithms Using Time Reversed Chains.
- Geraldo F. Silveira, Ezio Malis:
Real-time Visual Tracking under Arbitrary Illumination Changes.
- Margrit Betke, Diane E. Hirsh, Angshuman Bagchi, Nickolay I. Hristov, Nicholas C. Makris, Thomas H. Kunz:
Tracking Large Variable Numbers of Objects in Clutter.
- Michael Grabner, Helmut Grabner, Horst Bischof:
Learning Features for Tracking.
- Antoni B. Chan, Nuno Vasconcelos:
Classifying Video with Kernel Dynamic Textures.
Posters:
Sensing,
Photometrics,
and Image Processing 1
- Raghav Subbarao, Peter Meer:
Discontinuity Preserving Filtering over Analytic Manifolds.
- Adrien Bartoli, Mathieu Perriollat, Sylvie Chambon:
Generalized Thin-Plate SplineWarps.
- Yong Seok Heo, Kyoung Mu Lee, Sang Uk Lee:
Simultaneous Depth Reconstruction and Restoration of Noisy Stereo Images using Non-local Pixel Distribution.
- Tian-Tsong Ng, Shih-Fu Chang, Mao-Pei Tsui:
Using Geometry Invariants for Camera Response Function Estimation.
- Wei Fan, Dit-Yan Yeung:
Image Hallucination Using Neighbor Embedding over Visual Primitive Manifolds.
- Lidan Miao, Hairong Qi:
A Blind Source Separation Perspective on Image Restoration.
- Nigel J. W. Morris, Shai Avidan, Wojciech Matusik, Hanspeter Pfister:
Statistics of Infrared Images.
- Youngbae Hwang, Jun-Sik Kim, In-So Kweon:
Sensor noise modeling using the Skellam distribution: Application to the color edge detection.
- Yasuyuki Matsushita, Stephen Lin:
A Probabilistic Intensity Similarity Measure based on Noise Distributions.
- Jue Wang, Michael F. Cohen:
Optimized Color Sampling for Robust Matting.
Posters:
Segmentation 1
- Shifeng Chen, Liangliang Cao, Jianzhuang Liu, Xiaoou Tang:
Iterative MAP and ML Estimations for Image Segmentation.
- Pei Yin, Antonio Criminisi, John M. Winn, Irfan A. Essa:
Tree-based Classifiers for Bilayer Video Segmentation.
- Guillaume Charpiat, Olivier D. Faugeras, Renaud Keriven:
Shape Statistics for Image Segmentation with Prior.
- Yogesh Rathi, Allen Tannenbaum, Oleg V. Michailovich:
Segmenting Images on the Tensor Manifold.
- Himanshu Arora, Nicolas Loeff, David A. Forsyth, Narendra Ahuja:
Unsupervised Segmentation of Objects using Efficient Learning.
- Daniel Cremers:
Nonlinear Dynamical Shape Priors for Level Set Segmentation.
- Greg G. Slabaugh, Huong Quynh Dinh, Gozde B. Unal:
A Variational Approach to the Evolution of Radial Basis Functions for Image Segmentation.
- Chunming Li, Chiu-Yen Kao, John C. Gore, Zhaohua Ding:
Implicit Active Contours Driven by Local Binary Fitting Energy.
- Ian Simon, Steven M. Seitz:
A Probabilistic Model for Object Recognition, Segmentation, and Non-Rigid Correspondence.
- Jianhua Yan, Keqi Zhang, Chengcui Zhang, Shu-Ching Chen, Giri Narasimhan:
A Graph Reduction Method for 2D Snake Problems.
Posters:
Shape 1
- Sharon Alpert, Meirav Galun, Ronen Basri, Achi Brandt:
Image Segmentation by Probabilistic Bottom-Up Aggregation and Cue Integration.
- Pedro F. Felzenszwalb, Joshua D. Schwartz:
Hierarchical Matching of Deformable Shapes.
- Jean-Philippe Pons, Jean-Daniel Boissonnat:
Delaunay Deformable Models: Topology-Adaptive Meshes Based on the Restricted Delaunay Triangulation.
- Ady Ecker, Kiriakos N. Kutulakos, Allan D. Jepson:
Shape from Planar Curves: A Linear Escape from Flatland.
- Xiaofeng Ren:
Learning and Matching Line Aspects for Articulated Objects.
- Jianke Zhu, Steven C. H. Hoi, Michael R. Lyu:
A Multi-Scale Tikhonov Regularization Scheme for Implicit Surface Modelling.
- Huijun Di, Rao Naveed Iqbal, Guangyou Xu, Linmi Tao:
Groupwise Shape Registration on Raw Edge Sequence via A Spatio-Temporal Generative Model.
Posters:
Navigation and SLAM
- Anelia Angelova, Larry Matthies, Daniel M. Helmick, Pietro Perona:
Fast Terrain Classification Using Variable-Length Representation for Autonomous Navigation.
- Sinisa Segvic, Anthony Remazeilles, Albert Diosi, François Chaumette:
Large scale vision-based navigation without an accurate global reconstruction.
- Denis Chekhlov, Mark Pupilli, Walterio W. Mayol-Cuevas, Andrew Calway:
Robust Real-Time Visual SLAM Using Scale Prediction and Exemplar Based Feature Description.
- Olivier Koch, Seth J. Teller:
Wide-Area Egomotion Estimation from Known 3D Structure.
Oral session 2A:
Enhancement 1:
Blur and Resolution
Oral session 2B:
Medical
- Joseph Schlecht, Kobus Barnard, Ekaterina Spriggs, Barry Pryor:
Inferring Grammar-based Structure Models from 3D Microscopy Data.
- Yang Li, Tiow Seng Tan, Ihar Volkau, Wieslaw L. Nowinski:
Model-Guided Segmentation of 3D Neuroradiological Image Using Statistical Surface Wavelet Model.
- Adrian Barbu, Vassilis Athitsos, Bogdan Georgescu, Stefan Böhm, Peter Durlak, Dorin Comaniciu:
Hierarchical Learning of Curves Application to Guidewire Localization in Fluoroscopy.
Posters:
Learning and Pattern Recognition 2
- Tianfu Wu, Gui-Song Xia, Song Chun Zhu:
Compositional Boosting for Computing Hierarchical Image Structures.
- Zhuowen Tu:
Learning Generative Models via Discriminative Approaches.
- Roland Memisevic, Geoffrey E. Hinton:
Unsupervised Learning of Image Transformations.
- Marshall F. Tappen:
Utilizing Variational Optimization to Learn Markov Random Fields.
- Pablo Arias, Gregory Randall, Guillermo Sapiro:
Connecting the Out-of-Sample and Pre-Image Problems in Kernel Methods.
- Haixian Wang, Wenming Zheng, Zilan Hu, Sibao Chen:
Local and Weighted Maximum Margin Discriminant Analysis.
- Jianhui Chen, Jieping Ye, Qi Li:
Integrating Global and Local Structures: A Least Squares Framework for Dimensionality Reduction.
- Helmut Grabner, Peter M. Roth, Horst Bischof:
Eigenboosting: Combining Discriminative and Generative Information.
Posters:
Recognition and Detection 1
- Bo Wu, Ram Nevatia:
Simultaneous Object Detection and Segmentation by Boosting Local Shape Feature based Classifier.
- Vittorio Ferrari, Frédéric Jurie, Cordelia Schmid:
Accurate Object Detection with Deformable Shape Models Learnt from Images.
- Han-Pang Chiu, Leslie Pack Kaelbling, Tomás Lozano-Pérez:
Virtual Training for Multi-View Object Class Recognition.
- Derek Hoiem, Carsten Rother, John M. Winn:
3D LayoutCRF for Multi-View Object Class Recognition and Segmentation.
- Piotr Dollár, Zhuowen Tu, Hai Tao, Serge Belongie:
Feature Mining for Image Classification.
- Tie Liu, Jian Sun, Nanning Zheng, Xiaoou Tang, Heung-Yeung Shum:
Learning to Detect A Salient Object.
- Li-Jia Li, Gang Wang, Fei-Fei Li:
OPTIMOL: automatic Online Picture collecTion via Incremental MOdel Learning.
- Zaïd Harchaoui, Francis Bach:
Image Classification with Segmentation Graph Kernels.
- Ondrej Chum, Andrew Zisserman:
An Exemplar Model for Learning Object Classes.
- Timothée Cour, Jianbo Shi:
Recognizing objects by piecing together the Segmentation Puzzle.
Posters:
Faces and Biometrics 1
- Dahua Lin, Xiaoou Tang:
Quality-Driven Face Occlusion Detection and Recovery.
- Shalini Gupta, J. K. Aggarwal, Mia K. Markey, Alan C. Bovik:
3D Face Recognition Founded on the Structural Diversity of Human Faces.
- Deng Cai, Xiaofei He, Yuxiao Hu, Jiawei Han, Thomas S. Huang:
Learning a Spatially Smooth Subspace for Face Recognition.
- Jin-Li Suo, Feng Min, Song Chun Zhu, Shiguang Shan, Xilin Chen:
A Multi-Resolution Dynamic Model for Face Aging Simulation.
- Fernando De la Torre, Alvaro Collet, Manuel Quero, Jeffrey F. Cohn, Takeo Kanade:
Filtered Component Analysis to Increase Robustness to Local Minima in Appearance Models.
- Dragomir Anguelov, Kuang-chih Lee, Salih Burak Göktürk, Baris Sumengen:
Contextual Identity Recognition in Personal Photo Albums.
- Jason Saragih, Roland Göcke:
Monocular and Stereo Methods for AAM Learning from Video.
- Peng Yang, Qingshan Liu, Dimitris N. Metaxas:
Boosting Coded Dynamic Features for Facial Action Units and Facial Expression Recognition.
- Peter H. Tu, Rebecca Book, Xiaoming Liu, Nils Krahnstoever, Carl Adrian, Phil Williams:
Automatic Face Recognition from Skeletal Remains.
- Peng Wang, Christian Köhler, Fred Barrett, Raquel E. Gur, Ruben C. Gur, Ragini Verma:
Quantifying Facial Expression Abnormality in Schizophrenia by Combining 2D and 3D Features.
Posters:
Geometry and Structure-From-Motion 1
- Jean-Philippe Tardif, Adrien Bartoli, Martin Trudeau, Nicolas Guilbert, Sébastien Roy:
Algorithms for Batch Matrix Factorization with Application to Structure-from-Motion.
- Zuzana Kukelova, Tomás Pajdla:
A minimal solution to the autocalibration of radial distortion.
- Yaser Sheikh, Asaad Hakeem, Mubarak Shah:
On the Direct Estimation of the Fundamental Matrix.
- Christopher Geyer, Henrik Stewénius:
A Nine-point Algorithm for Estimating Para-Catadioptric Fundamental Matrices.
- Benoît Bocquillon, Adrien Bartoli, Pierre Gurdjos, Alain Crouzil:
On Constant Focal Length Self-Calibration From Multiple Views.
- Manmohan Krishna Chandraker, Sameer Agarwal, Fredrik Kahl, David Nistér, David J. Kriegman:
Autocalibration via Rank-Constrained Estimation of the Absolute Quadric.
- Hongdong Li:
A practical algorithm for L triangulation with outliers.
Posters:
Surveillance and Change Detection
- Yanlin Guo, Ying Shan, Harpreet S. Sawhney, Rakesh Kumar:
PEET: Prototype Embedding and Embedding Transition for Matching Vehicles over Disparate Viewpoints.
- Saad Ali, Vladimir Reilly, Mubarak Shah:
Motion and Appearance Contexts for Tracking and Re-Acquiring Targets in Aerial Videos.
- Faisal Qureshi, Demetri Terzopoulos:
Surveillance in Virtual Reality: System Design and Multi-Camera Control.
- Xiaogang Wang, Xiaoxu Ma, Eric Grimson:
Unsupervised Activity Perception by Hierarchical Bayesian Models.
- Thomas Pollard, Joseph L. Mundy:
Change Detection in a 3-d World.
- Benjamin Laxton, Jongwoo Lim, David J. Kriegman:
Leveraging temporal, contextual and ordering constraints for recognizing complex activities in video.
- Harini Veeraraghavan, Nikolaos Papanikolopoulos, Paul R. Schrater:
Learning Dynamic Event Descriptions in Image Sequences.
- Zhang Zhang, Kaiqi Huang, Tieniu Tan, Liangsheng Wang:
Trajectory Series Analysis based Event Rule Induction for Visual Surveillance.
Graphics and Computational Photography
- Oliver J. Woodford, Ian D. Reid, Andrew W. Fitzgibbon:
Efficient new-view synthesis using pairwise dictionary priors.
- Victor S. Lempitsky, Denis V. Ivanov:
Seamless Mosaicing of Image-Based Texture Maps.
- Jue Wang, Michael F. Cohen:
Simultaneous Matting and Compositing.
- Jian Sun, Sing Bing Kang, Zong-Ben Xu, Xiaoou Tang, Heung-Yeung Shum:
Flash Cut: Foreground Extraction with Flash and No-flash Image Pairs.
- Eli Arbel, Hagit Hel-Or:
Texture-Preserving Shadow Removal in Color Images Containing Curved Surfaces.
- Matthew Brown, Richard I. Hartley, David Nistér:
Minimal Solutions for Panoramic Stitching.
Oral session 3A:
Learning and Shape
Oral session 3B:
3D and Geometry
- Taragay Oskiper, Zhiwei Zhu, Supun Samarasekera, Rakesh Kumar:
Visual Odometry System Using Multiple Stereo Cameras and Inertial Measurement Unit.
- Grant Schindler, Frank Dellaert, Sing Bing Kang:
Inferring Temporal Order of Images From 3D Structure.
- David Nistér, Richard I. Hartley, Henrik Stewénius:
Using Galois Theory to Prove Structure from Motion Algorithms are Optimal.
- Ting Li, Vinutha Kallem, Dheeraj Singaraju, René Vidal:
Projective Factorization of Multiple Rigid-Body Motions.
Oral session 1:
Recognition,
Learning,
and Optimization
Posters:
Learning and Pattern Recognition 3
- Andy Tsai, Carl-Fredrik Westin, Alfred O. Hero, Alan S. Willsky:
Fiber Tract Clustering on Manifolds With Dual Rooted-Graphs.
- Vincent Cheung, Nebojsa Jojic, Dimitris Samaras:
Capturing long-range correlations with patch models.
- Jakob J. Verbeek, Bill Triggs:
Region Classification with Markov Field Aspect Models.
- Lior Wolf, Hueihan Jhuang, Tamir Hazan:
Modeling Appearances with Low-Rank SVM.
- Julia A. Lasserre, Anitha Kannan, John M. Winn:
Hybrid learning of large jigsaws.
- Takayuki Okatani, Koichiro Deguchi:
Variational Bayes Based Approach to Robust Subspace Learning.
- Chao Yuan, Claus Neubauer:
A Variational Bayesian Approach for Classification with Corrupted Inputs.
- Jieping Ye, Zheng Zhao, Huan Liu:
Adaptive Distance Metric Learning for Clustering.
Posters:
Faces and Biometrics 2
- Zhifeng Li, Dahua Lin, Helen M. Meng, Xiaoou Tang:
Discriminant Mutual Subspace Learning for Indoor and Outdoor Face Recognition.
- Senjian An, Wanquan Liu, Svetha Venkatesh:
Face Recognition Using Kernel Ridge Regression.
- Yang Wang, Zicheng Liu, Gang Hua, Zhen Wen, Zhengyou Zhang, Dimitris Samaras:
Face Re-Lighting from a Single Image under Harsh Lighting Conditions.
- Gang Hua, Paul A. Viola, Steven M. Drucker:
Face Recognition using Discriminatively Trained Orthogonal Rank One Tensor Projections.
- Dirk Colbry, George C. Stockman:
Canonical Face Depth Map: A Robust 3D Representation for Face Verification.
- Ryan Kerekes, Balakrishnan Narayanaswamy, Jason Thornton, Marios Savvides, B. V. K. Vijaya Kumar:
Graphical Model Approach to Iris Matching Under Deformation and Occlusion.
- Terrance E. Boult, Walter J. Scheirer, Robert Woodworth:
Revocable Fingerprint Biotokens: Accuracy and Security Analysis.
- Carlos D. Castillo, David W. Jacobs:
Using Stereo Matching for 2-D Face Recognition Across Pose.
- Rong Wang, Bir Bhanu:
On the Performance Prediction and Validation for Multisensor Fusion.
Posters:
Geometry and Structure-From-Motion 2
- Henrik Stewénius, Chris Engels, David Nistér:
An Efficient Minimal Solution for Infinitesimal Camera Motion.
- Yaser Sheikh, Alexei Gritai, Mubarak Shah:
On the Spacetime Geometry of Galilean Cameras.
- Daniel Martinec, Tomás Pajdla:
Robust Rotation and Translation Estimation in Multiview Reconstruction.
- Tsuyoshi Migita, Takeshi Shakunaga:
Evaluation of Epipole Estimation Methods with/without Rank-2 Constraint across Algebraic/Geometric Error Functions.
- Andrea Vedaldi, Gregorio Guidi, Stefano Soatto:
Moving Forward in Structure From Motion.
- Guofeng Zhang, Xueying Qin, Wei Hua, Tien-Tsin Wong, Pheng-Ann Heng, Hujun Bao:
Robust Metric Reconstruction from Challenging Video Sequences.
- Omar Ait-Aider, Adrien Bartoli, Nicolas Andreff:
Kinematics from Lines in a Single Rolling Shutter Image.
Posters:
Features,
Regions,
and Boundaries
- Per-Erik Forssén:
Maximally Stable Colour Regions for Recognition and Matching.
- Dashan Gao, Nuno Vasconcelos:
Discriminant Interest Points are Stable.
- Stanley M. Bileschi, Lior Wolf:
Image representations beyond histograms of gradients: The role of Gestalt descriptors.
- Mustafa Özuysal, Pascal Fua, Vincent Lepetit:
Fast Keypoint Recognition in Ten Lines of Code.
- Fei Wang, Changshui Zhang:
Feature Extraction by Maximizing the Average Neighborhood Margin.
- Deli Zhao, Zhouchen Lin, Rong Xiao, Xiaoou Tang:
Linear Laplacian Discrimination for Feature Extraction.
- Lech Szumilas, Rene Donner, Georg Langs, Allan Hanbury:
Local Structure Detection with Orientation-invariant Radial Configuration.
- Xi Chen, Tat-Jen Cham:
High Distortion and Non-Structural Image Matching via Feature Co-occurrence.
Posters:
Body Tracking,
Gait,
and Gesture 1
- Bodo Rosenhahn, Thomas Brox, Hans-Peter Seidel:
Scaled Motion Dynamics for Markerless Motion Capture.
- Alessandro Bissacco, Ming-Hsuan Yang, Stefano Soatto:
Fast Human Pose Estimation using Appearance and Motion via Multi-Dimensional Boosting Regression.
- Patrick Peursum, Svetha Venkatesh, Geoff A. W. West:
Tracking-as-Recognition for Articulated Full-Body Human Motion Analysis.
- Fengjun Lv, Ramakant Nevatia:
Single View Human Action Recognition using Key Pose Matching and Viterbi Path Searching.
- Juan Carlos Niebles, Fei-Fei Li:
A Hierarchical Model of Shape and Appearance for Human Action Classification.
- Vinay D. Shet, Jan Neumann, Visvanathan Ramesh, Larry S. Davis:
Bilattice-based Logical Reasoning for Human Detection.
- Payam Sabzmeydani, Greg Mori:
Detecting Pedestrians by Learning Shapelet Features.
- Naresh P. Cuntoor, Rama Chellappa:
Epitomic Representation of Human Activities.
- Thomas Deselaers, Antonio Criminisi, John M. Winn, Ankur Agarwal:
Incorporating On-demand Stereo for Real Time Recognition.
- Tae-Kyun Kim, Shu-Fai Wong, Roberto Cipolla:
Tensor Canonical Correlation Analysis for Action Classification.
- Seungkyu Lee, Yanxi Liu, Robert T. Collins:
Shape Variation-Based Frieze Pattern for Robust Gait Recognition.
Posters:
Medical Imaging 1
- Shaohua Kevin Zhou, Jinghao Zhou, Dorin Comaniciu:
A boosting regression approach to medical anatomy detection.
- Xubo B. Song, Andriy Myronenko, David J. Sahn:
Speckle Tracking in 3D Echocardiography with Motion Coherence.
- Jinbo Bi, Jianming Liang:
Multiple Instance Learning of Pulmonary Embolism Detection with Geodesic Distance along Vascular Structure.
- Maneesh Dewan, Christine H. Lorenz, Gregory D. Hager:
Deformable Motion Tracking of Cardiac Structures (DEMOTRACS) for Improved MR Imaging.
- Pahal Dalal, Brent C. Munsell, Song Wang, Jijun Tang, Kenton Oliver, Hiroaki Ninomiya, Xiangrong Zhou, Hiroshi Fujita:
A Fast 3D Correspondence Method for Statistical Shape Modeling.
- Igor Yanovsky, Paul M. Thompson, Stanley Osher, Alex D. Leow:
Topology Preserving Log-Unbiased Nonlinear Image Registration: Theory and Implementation.
Oral session 2:
3D/Graphics
Posters:
Recognition and Detection 2
- Bo Wu, Ram Nevatia:
Improving Part based Object Detection by Unsupervised, Online Boosting.
- Akash Kushal, Cordelia Schmid, Jean Ponce:
Flexible Object Models for Category-Level 3D Object Recognition.
- Grant Schindler, Matthew Brown, Richard Szeliski:
City-Scale Location Recognition.
- Fernando De la Torre, Oriol Vinyals:
Learning Kernel Expansions for Image Classification.
- Guo-Jun Qi, Xian-Sheng Hua, Yong Rui, Tao Mei, Jinhui Tang, Hong-Jiang Zhang:
Concurrent Multiple Instance Learning for Image Categorization.
- Quan Yuan, Ashwin Thangali, Vitaly Ablavsky, Stan Sclaroff:
Parameter Sensitive Detectors.
- Björn Ommer, Joachim M. Buhmann:
Learning the Compositional Nature of Visual Objects.
- David J. Crandall, Daniel P. Huttenlocher:
Composite Models of Objects and Scenes for Category Recognition.
- Shengye Yan, Shiguang Shan, Xilin Chen, Wen Gao, Jie Chen:
Matrix-Structural Learning (MSL) of Cascaded Classifier from Enormous Training Set.
- Marc'Aurelio Ranzato, Fu Jie Huang, Y-Lan Boureau, Yann LeCun:
Unsupervised Learning of Invariant Feature Hierarchies with Applications to Object Recognition.
Posters:
3D Reconstruction and Processing 1
- Zhenguo Li, Jianzhuang Liu, Xiaoou Tang:
A Closed-form Solution to 3D Reconstruction of Piecewise Planar Objects from Single Images.
- Miao Liao, Liang Wang, Ruigang Yang, Minglun Gong:
Light Fall-off Stereo.
- Akihito Seki, Masatoshi Okutomi:
Simultaneous Optimization of Structure and Motion in Dynamic Scenes Using Unsynchronized Stereo Cameras.
- Li Yi, David W. Jacobs:
Efficiently Determining Silhouette Consistency.
- Netanel Ratner, Yoav Y. Schechner:
Illumination Multiplexing within Fundamental Limits.
- Stas Rozenfeld, Ilan Shimshoni, Michael Lindenbaum:
Dense mirroring surface recovery from 1D homographies and sparse correspondences.
- Maxime Lhuillier:
Toward Flexible 3D Modeling using a Catadioptric Camera.
- Brian Amberg, Sami Romdhani, Thomas Vetter:
Optimal Step Nonrigid ICP Algorithms for Surface Registration.
- Michal Sofka, Gehua Yang, Charles V. Stewart:
Simultaneous Covariance Driven Correspondence (CDC) and Transformation Estimation in the Expectation Maximization Framework.
- Joerg Liebelt, Klaus Schertler:
Precise Registration of 3D Models To Images by Swarming Particles.
Posters:
Retrieval and Search 1
- Nazli Ikizler, David A. Forsyth:
Searching Video for Complex Activities with Finite State Models.
- K. Pramod Sankar, C. V. Jawahar:
Probabilistic Reverse Annotation for Large Scale Image Retrieval.
- Pavan K. Turaga, Ashok Veeraraghavan, Rama Chellappa:
From Videos to Verbs: Mining Videos for Activities using a Cascade of Dynamical Systems.
- Sebastian Nowozin, Koji Tsuda, Takeaki Uno, Taku Kudo, Gökhan H. Bakir:
Weighted Substructure Mining for Image Analysis.
- James Philbin, Ondrej Chum, Michael Isard, Josef Sivic, Andrew Zisserman:
Object retrieval with large vocabularies and fast spatial matching.
- Ariadna Quattoni, Michael Collins, Trevor Darrell:
Learning Visual Representations using Images with Captions.
- Friedrich Fraundorfer, Henrik Stewénius, David Nistér:
A Binning Scheme for Fast Hard Drive Based Image Search.
Posters:
Optical Flow and Tracking 2
- Biswajit Bose, Xiaogang Wang, Eric Grimson:
Multi-class object tracking algorithm that handles fragmentation and grouping.
- Junya Sakagaito, Toshikazu Wada:
Nearest First Traversing Graph for Simultaneous Object Tracking and Recognition.
- Xiaofeng Ren, Jitendra Malik:
Tracking as Repeated Figure/Ground Segmentation.
- Ming Yang, Junsong Yuan, Ying Wu:
Spatial selection for attentional visual tracking.
- Selim Benhimane, Alexander Ladikos, Vincent Lepetit, Nassir Navab:
Linear and Quadratic Subsets for Template-Based Tracking.
- Hao Jiang, Sidney Fels, James J. Little:
A Linear Programming Approach for Multiple Object Tracking.
- Franck Dufrenois, Johan Colliez, Denis Hamad:
Crisp Weighted Support Vector Regression for robust single model estimation : application to object tracking in image sequences.
- Yaser Sheikh, Xin Li, Mubarak Shah:
Trajectory Association across Non-overlapping Moving Cameras in Planar Scenes.
- Alex Po Leung, Shaogang Gong:
Optimizing Distribution-based Matching by Random Subsampling.
- Zhaozheng Yin, Robert T. Collins:
Belief Propagation in a 3D Spatio-temporal MRF for Moving Object Detection.
Posters:
Shape 2
- Shantanu H. Joshi, Eric Klassen, Anuj Srivastava, Ian Jermyn:
A Novel Representation for Riemannian Analysis of Elastic Curves in Rn.
- Viswanathan Srikrishnan, Subhasis Chaudhuri, Sumantra Dutta Roy, Daniel Sevcovic:
On Stabilisation of Parametric Active Contours.
- Hairong Liu, Longin Jan Latecki, Wenyu Liu, Xiang Bai:
Visual Curvature.
- Anuj Srivastava, Ian Jermyn, Shantanu H. Joshi:
Riemannian Analysis of Probability Density Functions with Applications in Vision.
- Hossam E. Abd El Munim, Aly A. Farag:
Shape Representation and Registration using Vector Distance Functions.
- Liang Lin, Song Chun Zhu, Yongtian Wang:
Layered Graph Match with Graph Editing.
Posters:
Stereo 2
Oral session 3:
Detection/Matching/Tracking
Oral session 1A:
Search and Optimization
- Ronen Basri, Tal Hassner, Lihi Zelnik-Manor:
Approximate Nearest Subspace Search with Applications to Pattern Recognition.
- Carl Olsson, Anders P. Eriksson, Fredrik Kahl:
Solving Large Scale Binary Quadratic Problems: Spectral Methods vs. Semidefinite Programming.
- Carsten Rother, Vladimir Kolmogorov, Victor S. Lempitsky, Martin Szummer:
Optimizing Binary MRFs via Extended Roof Duality.
- Pushmeet Kohli, M. Pawan Kumar, Philip H. S. Torr:
P3 & Beyond: Solving Energies with Higher Order Cliques.
- Alexander Shekhovtsov, Ivan Kovtun, Václav Hlavác:
Efficient MRF Deformation Model for Non-Rigid Image Matching.
Oral session 1B:
Physics
- Arjan Gijsenij, Theo Gevers:
Color Constancy using Natural Image Statistics.
- Ping Tan, Satya P. Mallick, Long Quan, David J. Kriegman, Todd Zickler:
Isotropy, Reciprocity and the Generalized Bas-Relief Ambiguity.
- Neil G. Alldrin, Satya P. Mallick, David J. Kriegman:
Resolving the Generalized Bas-Relief Ambiguity by Entropy Minimization.
- Tongbo Chen, Hendrik P. A. Lensch, Christian Fuchs, Hans-Peter Seidel:
Polarization and Phase-Shifting for 3D Scanning of Translucent Objects.
- Yifei Lou, Paolo Favaro, Andrea L. Bertozzi, Stefano Soatto:
Autocalibration and Uncalibrated Reconstruction of Shape from Defocus.
Posters:
Sensing,
Photometrics,
and Image Processing 2
- Qingxiong Yang, Ruigang Yang, James Davis, David Nistér:
Spatial-Depth Super Resolution for Range Images.
- Reiner Lenz, Pedro Latorre Carmona, Peter Meer:
The Hyperbolic Geometry of Illumination-Induced Chromaticity Changes.
- Yasuyuki Matsushita, Stephen Lin:
Radiometric Calibration from Noise Distributions.
- Sing Bing Kang:
Automatic Removal of Chromatic Aberration from a Single Image.
- Andrey DelPozo, Silvio Savarese:
Detecting Specular Surfaces on Natural Images.
- Noura Azzabou, Nikos Paragios, Frederic Guichard, Frederic Cao:
Variable Bandwidth Image Denoising Using Image-based Noise Models.
- Takayuki Okatani, Koichiro Deguchi:
Estimating Scale of a Scene from a Single Image Based on Defocus Blur and Scene Geometry.
- Joost van de Weijer, Cordelia Schmid, Jakob J. Verbeek:
Learning Color Names from Real-World Images.
- Chunyu Gao, Narendra Ahuja, Hong Hua:
Active Aperture Control and Sensor Modulation for Flexible Imaging.
Posters:
Retrieval and Search 2
- David Liu, Tsuhan Chen:
A Topic-Motion Model for Unsupervised Video Object Discovery.
- Changhu Wang, Feng Jing, Lei Zhang, Hong-Jiang Zhang:
Content-Based Image Annotation Refinement.
- Junsong Yuan, Ying Wu, Ming Yang:
Discovery of Collocation Patterns: from Visual Words to Visual Phrases.
- Ron Bekkerman, Jiwoon Jeon:
Multi-modal Clustering for Multimedia Collections.
- Kobus Barnard, Quanfu Fan:
Reducing correspondence ambiguity in loosely labeled training data.
- Kristen Grauman, Trevor Darrell:
Pyramid Match Hashing: Sub-Linear Time Indexing Over Partial Correspondences.
- Dong Xu, Shih-Fu Chang:
Visual Event Recognition in News Video using Kernel Methods with Multi-Level Temporal Alignment.
- Soma Biswas, Gaurav Aggarwal, Rama Chellappa:
Efficient Indexing For Articulation Invariant Shape Matching And Retrieval.
Posters:
Segmentation 2
- Sylvain Paris, Frédo Durand:
A Topological Approach to Hierarchical Segmentation using Mean Shift.
- Lin Yang, Peter Meer, David J. Foran:
Multiple Class Segmentation Using A Unified Framework over Mean-Shift Patches.
- Branislav Micusík, Tomás Pajdla:
Multi-label image segmentation via max-sum solver.
- Michael Donoser, Horst Bischof:
ROI-SEG: Unsupervised Color Segmentation by Combining Differently Focused Sub Results.
- Omer Rotem, Hayit Greenspan, Jacob Goldberger:
Combining Region and Edge Cues for Image Segmentation in a Probabilistic Gaussian Mixture Framework.
- Gabriel Tsechpenakis, Dimitris N. Metaxas:
CRF-driven Implicit Deformable Model.
- Laura Gui, Jean-Philippe Thiran, Nikos Paragios:
Joint Object Segmentation and Behavior Classification in Image Sequences.
- Alvina Goh, René Vidal:
Segmenting Motions of Different Types by Unsupervised Manifold Clustering.
Posters:
Optical Flow and Tracking 3
- Aeron Buchanan, Andrew W. Fitzgibbon:
Combining local and global motion models for feature point tracking.
- Zhaozheng Yin, Robert T. Collins:
On-the-fly Object Modeling while Tracking.
- Mathieu Salzmann, Vincent Lepetit, Pascal Fua:
Deformable Surface Tracking Ambiguities.
- Ioannis Patras, Edwin R. Hancock:
Regression tracking with data relevance determination.
- Quang Anh Nguyen, Antonio Robles-Kelly, Chunhua Shen:
Kernel-based Tracking from a Probabilistic Viewpoint.
- Sylvain Boltz, Eric Debreuve, Michel Barlaud:
High-dimensional statistical distance for region-of-interest tracking: Application to combining a soft geometric constraint with radiometry.
- Minyoung Kim, Vladimir Pavlovic:
Discriminative Learning of Dynamical Systems for Motion Tracking.
- Bi Song, Namrata Vaswani, Amit K. Roy Chowdhury:
Closed-Loop Tracking and Change Detection in Multi-Activity Sequences.
- Aurélie Bugeau, Patrick Pérez:
Detection and segmentation of moving objects in highly dynamic scenes.
Posters:
Stereo 2
- David Gallup, Jan-Michael Frahm, Philippos Mordohai, Qingxiong Yang, Marc Pollefeys:
Real-Time Plane-Sweeping Stereo with Multiple Sweeping Directions.
- Yasutaka Furukawa, Jean Ponce:
Accurate, Dense, and Robust Multi-View Stereopsis.
- Juho Kannala, Sami S. Brandt:
Quasi-Dense Wide Baseline Matching Using Match Propagation.
- Heiko Hirschmüller, Daniel Scharstein:
Evaluation of Cost Functions for Stereo Matching.
- Olga Veksler:
Graph Cut Based Optimization for MRFs with Truncated Convex Priors.
- Shigeki Sugimoto, Masatoshi Okutomi:
A Direct and Efficient Method for Piecewise-Planar Surface Reconstruction from Stereo Images.
Posters:
Document Processing
Posters:
Miscellaneous Applications
Oral session 2A:
Enhancement 2:
Noise
Oral session 2B:
Handwriting and Faces
Posters:
Recognition and Detection 3
- Florent Perronnin, Christopher R. Dance:
Fisher Kernels on Visual Vocabularies for Image Categorization.
- Xiaodi Hou, Liqing Zhang:
Saliency Detection: A Spectral Residual Approach.
- Minsu Cho, Kyoung Mu Lee:
Partially Occluded Object-Specific Segmentation in View-Based Recognition.
- Sanja Fidler, Ales Leonardis:
Towards Scalable Representations of Object Categories: Learning a Hierarchy of Parts.
- Liu Yang, Rong Jin, Caroline Pantofaru, Rahul Sukthankar:
Discriminative Cluster Refinement: Improving Object Category Recognition Given Limited Training Data.
- Deva Ramanan:
Using Segmentation to Verify Object Hypotheses.
- Marcin Marszalek, Cordelia Schmid:
Semantic Hierarchies for Visual Object Recognition.
- Liang Xiong, Jianguo Li, Changshui Zhang:
Discriminant Additive Tangent Spaces for Object Recognition.
- Shengyang Dai, Ming Yang, Ying Wu, Aggelos K. Katsaggelos:
Detector Ensemble.
- Jingdan Zhang, Shaohua Kevin Zhou, Leonard McMillan, Dorin Comaniciu:
Joint Real-time Object Detection and Pose Estimation Using Probabilistic Boosting Network.
Posters:
Faces and Biometrics 3
- Wai Han Ho, Paul Andrew Watters:
A New Performance Evaluation Method for Face Identification - Regression Analysis of Misidentification Risk.
- Yueming Wang, Gang Pan, Zhaohui Wu:
3D Face Recognition in the Presence of Expression: A Guidance-based Constraint Deformation Approach.
- Yan Tong, Wenhui Liao, Zheng Xue, Qiang Ji:
A Unified Probabilistic Framework for Facial Activity Modeling and Understanding.
- Cheng Zhong, Zhenan Sun, Tieniu Tan:
Robust 3D Face Recognition Using Learned Visual Codebook.
- Vineeth Nallure Balasubramanian, Jieping Ye, Sethuraman Panchanathan:
Biased Manifold Embedding: A Framework for Person-Independent Head Pose Estimation.
- Alex Holub, Yun-hsueh Liu, Pietro Perona:
On Constructing Facial Similarity Maps.
- Yuandong Tian, Wei Liu, Rong Xiao, Fang Wen, Xiaoou Tang:
A Face Annotation Framework with Partial Clustering and Interactive Labeling.
- Jiansheng Chen, Yiu Sang Moon:
A Minutiae-based Fingerprint Individuality Model.
- Sami Romdhani, Thomas Vetter:
3D Probabilistic Feature Point Model for Object Detection and Recognition.
Posters:
3D Reconstruction and Processing 2
- Justin Domke, Yiannis Aloimonos:
Multiple View Image Reconstruction: A Harmonic Approach.
- Abdelrehim H. Ahmed, Aly A. Farag:
Shape from Shading Under Various Imaging Conditions.
- Li Zhang, Andy M. Yip, Chew Lim Tan:
Shape from Shading Based on Lax-Friedrichs Fast Sweeping and Regularization Techniques With Applications to Document Image Restoration.
- Manmohan Krishna Chandraker, Sameer Agarwal, David J. Kriegman:
ShadowCuts: Photometric Stereo with Shadows.
- Gaurav Aggarwal, Soma Biswas, Rama Chellappa:
Symmetric Objects are Hardly Ambiguous.
- Chang Yuan, Gérard G. Medioni:
Inferring 3D Volumetric Shape of Both Moving Objects and Static Background Observed by a Moving Camera.
- Thibaut Weise, Bastian Leibe, Luc J. Van Gool:
Fast 3D Scanning with Automatic Motion Compensation.
- Mark Young, Erik Beeson, James Davis, Szymon Rusinkiewicz, Ravi Ramamoorthi:
Viewpoint-Coded Structured Light.
- Victor S. Lempitsky, Yuri Boykov:
Global Optimization for Shape Fitting.
- Tony Tung, Francis Schmitt, Takashi Matsuyama:
Topology matching for 3D video compression.
- Ke Colin Zheng, Sing Bing Kang, Michael F. Cohen, Richard Szeliski:
Layered Depth Panoramas.
Posters:
Body Tracking,
Gait,
and Gesture 2
- Edilson de Aguiar, Christian Theobalt, Carsten Stoll, Hans-Peter Seidel:
Marker-less Deformable Mesh Tracking for Human Shape and Motion Capture.
- Andrea Fossati, Miodrag Dimitrijevic, Vincent Lepetit, Pascal Fua:
Bridging the Gap between Detection and Tracking for 3D Monocular Video-Based Motion Capture.
- Liang Wang, David Suter:
Recognizing Human Activities from Silhouettes: Motion Subspace and Factorial Discriminative Graphical Model.
- Louis-Philippe Morency, Ariadna Quattoni, Trevor Darrell:
Latent-Dynamic Discriminative Models for Continuous Gesture Recognition.
- Edgar Seemann, Mario Fritz, Bernt Schiele:
Towards Robust Pedestrian Detection in Crowded Image Sequences.
- Praveen Srinivasan, Jianbo Shi:
Bottom-up Recognition and Parsing of the Human Body.
- Lars Mündermann, Stefano Corazza, Thomas P. Andriacchi:
Accurately measuring human movement using articulated ICP with soft-joint constraints and a repository of articulated models.
- Stjepan Rajko, Gang Qian, Todd Ingalls, Jodi James:
Real-time Gesture Recognition with Minimal Training Requirements and On-line Learning.
- Abhinav Gupta, Larry S. Davis:
Objects in Action: An Approach for Combining Action Understanding and Object Perception.
- Shu-Fai Wong, Tae-Kyun Kim, Roberto Cipolla:
Learning Motion Categories using both Semantic and Structural Information.
- Alessandro Bissacco, Stefano Soatto:
On the Blind Classification of Time Series.
Posters:
Medical Imaging 2 and Biologically Motivated
- Jacob Goldberger, Hayit Greenspan, Jeremie Dreyfuss:
An Optimal Reduced Representation of a MoG with Applicatios to Medical Image Database Classification.
- Ying Bai, Xiao Han, Jerry L. Prince:
Topology-preserving Geometric Deformable Model on Adaptive Quadtree Grid.
- Kevin Gorczowski, Martin Styner, Ja-Yeon Jeong, J. S. Marron, Joseph Piven, Heather Cody Hazlett, Stephen M. Pizer, Guido Gerig:
Statistical Shape Analysis of Multi-Object Complexes.
- Robert J. Peters, Laurent Itti:
Beyond bottom-up: Incorporating task-dependent influences into a computational model of spatial attention.
- Lior Wolf, Moshe Guttmann:
Artificial Complex Cells via the Tropical Semiring.
- Xiaomu Song, George Iordanescu, Alice M. Wyrwicz:
One-class Machine Learning for Brain Activation Detection.
Oral session 3A:
Shape and Boundaries
- Alexandru O. Balan, Leonid Sigal, Michael J. Black, James E. Davis, Horst W. Haussecker:
Detailed Human Shape and Pose from Images.
- Atul Kanaujia, Cristian Sminchisescu, Dimitris N. Metaxas:
Semi-supervised Hierarchical Models for 3D Human Pose Reconstruction.
- Marcus A. Brubaker, David J. Fleet, Aaron Hertzmann:
Physics-Based Person Tracking Using Simplified Lower-Body Dynamics.
- Songfeng Zheng, Zhuowen Tu, Alan L. Yuille:
Detecting Object Boundaries Using Low-, Mid-, and High-level Information.
Oral session 3B:
Multimodal and Sign Language
Evaluation
Orientation / Evaluation
Orientation
Surface reconstruction
BMG 2007:
Beyond Multiview Geometry:
Robust Estimation and Organization of Shapes from Multiple Cues
Shape Estimation
Shape Matching
Sensors
Optimization and Sampling
- Andrea Salgian:
Using Multiple Patches for 3D Object Recognition.
- Erdem Akagunduz, Ilkay Ulusoy:
Extraction of 3D Transform and Scale Invariant Patches from Range Scans.
- Pranam Janney, Zhenghua Yu:
Invariant Features of Local Texturesa rotation invariant local texture descriptor.
- Michel Vidal-Naquet, Manabu Tanifuji:
The effective resolution of correlation filters applied to natural scenes.
- Himanshu Arora, Narendra Ahuja:
Modelling Objects using Distribution and Topology of Multiscale Region Pairs.
- Devi Parikh, Tsuhan Chen:
Unsupervised Learning of Hierarchical Semantics of Objects (hSOs).
- Fabien Scalzo, Justus H. Piater:
Adaptive Patch Features for Object Class Recognition with Learned Hierarchical Models.
- Sergio Escalera, Petia Radeva, Oriol Pujol:
Complex Salient Regions for Computer Vision Problems.
- Guodong Guo, Charles R. Dyer:
Patch-based Image Correlation with Rapid Filtering.
- Lei Wang:
Toward A Discriminative Codebook: Codeword Selection across Multi-resolution.
- Demir Gokalp, Selim Aksoy:
Scene Classification Using Bag-of-Regions Representations.
Face recognition in video
Iris recognition
Security & privacy enhancement in biometrics
- Faisal Farooq, Ruud M. Bolle, Tsai-Yang Jea, Nalini K. Ratha:
Anonymous and Revocable Fingerprint Recognition.
- Zhi Zhang, Vartika Singh, Thomas E. Slowe, Sergey Tulyakov, Venugopal Govindaraju:
Real-time Automatic Deceit Detection from Involuntary Facial Expressions.
- MinYi Jeong, Jeung-Yoon Choi, Jaihie Kim:
Using Genetic Algorithms to Improve Matching Performance of Changeable biometrics from Combining PCA and ICA Methods.
- Yagiz Sutcu, Qiming Li, Nasir D. Memon:
Secure Biometric Templates from Fingerprint-Face Features.
Multi-modal
Fingerprint + hand geometry + palm