ICCV 2009 Paper List

ICCV 2009 Paper List (www.iccv2009.org)

Following is the full list with some of my own comment. I am an audience this time, wish next time I am on the list!!

Orals (48 papers)

Paper IDTitle23A HOG-LBP Human Detector with Partial Occlusion Handling    Human Detection
79Image Sequence Geolocation with Human Travel Priors          GeoLocation
150Reconstructing Building Interiors from Images                        Interior Building    Reconstruction
244Time-Constrained Photography                                               ???
253Storyboard Sketches for Content Based Video Retrieval          CBIR
254Sparsity Induced Similarity Measure for Label Propagation      Labeling
332Modelling Activity Global Temporal Dependencies using Time Delayed Probabilistic Graphical Model337

Globally Optimal Affine Epipolar Geometry from Apparent Contours 

Multi-View Geometry

350Human Detection Using Partial Least Squares Analysis           Human Detection
376Similarity Functions for Categorization: from Monolithic to Category Specific402Filter Flow473

Learning a dense multi-view representation for detection, viewpoint classification and synthesis of object categories                                         

                                                                                      Dense Representation

528Finding Shareable Informative Patterns and Optimal Coding Matrix for Multiclass Boosting550Discriminative Metric Learning in Nearest Neighbor Models for Image Auto-Annotation632Curvature Regularity for Region-based Image Segmentation and Inpainting: A Linear Programming Relaxation714A Prism-based System for Multispectral Video Acquisition721Shift-Map Image Editing879Semi-Automatic Stereo Extraction From Video891

Landmark-Based Sparse Color Representations for Color Transfer       

Large-Scale Image based Application

953Compact Signatures for High-Speed Interest Point Description and Matching1036An efficient algorithm for Co-segmentation1057Attributes and Simile Classifiers for Face Verification1099A Shape-Based Object Class Model for Knowledge Transfer1124Kernel Methods for Weakly Supervised Mean Shift Clustering1220Action Detection in Complex Scenes with Spatial and Temporal Ambiguities1250Coded Aperture Pairs for Depth From Defocus1255Globally Optimal Extraction of Multi-Part Objects1269Decomposing a Scene into Geometric and Semantically Consistent Regions1433Image Segmentation with A Bounding Box Prior1562Is Dual Linear Self-Calibration Artificially Ambiguous?           Calibration ?
1600Light Field Video Stabilization1676Learning With Dynamic Group Sparsity1749Modeling Deformable Objects from a Single Depth Camera1761Max-Margin Additive Classifiers for Detection1767Quasi-Periodic Event Analysis for Video Retrieval1832You'll never walk alone: modeling social behavior for multi-target tracking1979Super-Resolution from a Single Image                               Seems Amazing
1998On Feature Combination for Multiclass Object Classification2054Illumination Estimation from a Single Outdoor Image2117Activity Recognition using the velocity histories of tracked keypoints2125Shape from Flicker2160Local Distance Functions: A Framework, New Algorithms, and an Evaluation2162Looking Around the corner using Transient Imaging2234A Unified Model for Global, Multi-Class Object Detection2274Combining efficient object localization and image classification2314

Building Rome in a Day                                             

!!!!!!!!!!!!!!!!! Real Time ? Very interested in this paper

2374Boundary Ownership by Lifting to 2.5D2449A linear formulation of shape from specular flow

Posters (260 papers)

Paper IDTitle7Tracking in Unstructured Crowded Scenes13Learning Pedestrian Dynamics from the Real World27Resilient Subclass Discriminant Analysis29Spoke features for learning irregular shapes72Extending Continuous Cuts: Anisotropic Metrics and Expansion Moves85Video stabilization using robust feature trajectories98Robust Matching of Building Facades under Large Viewpoint Changes105Robust Fitting of Multiple Structures: The Statistical Learning Approach112

A Branch-and-Bound Algorithm for Globally Optimal Calibration of a camera-and-rotation-sensor system

Calibration and Optimal

140The Infinite Hidden Markov Random Field Model142Complex Volume and Pose Tracking with Probabilistic Dynamical Model and Visual Hull Constraint163Superresolution Texture Maps for Multiview Reconstruction170

Constrained Clustering by Spectral Kernel Learning

Kernel and Clustering

185Efficient Human Pose Estimation via Parsing a Tree Structure Based Human Model189

Learning Image Similarity from Flickr using Stochastic Intersection Kernel Machines

Learning from large scale database

196Group-Sensitive Multiple Kernel Learning For Object Categorization206BLOGS: Balanced Local and Global Search for Non-Degenerate Two View Epipolar Geometry212Convex Multi-Region Segmentation on Manifolds222Joint Edge Registration and Camera Pose Recovery255Unsupervised Face Alignment by Robust Nonrigid Mapping261Recognizing Actions by Shape-Motion Prototype Trees264Class Segmentation and Object Localization with Superpixel Neighborhoods278Simultaneous and Orthogonal Decomposition of Data using Multimodal Discriminant Analysis309Spectral clustering of linear subspaces for motion segmentation315Attached Shadow Coding: Estimating Surface Normals from Shadows under Unknown Reflectance and Lighting Conditions320Fast and Robust Earth Mover's Distances329

Multiple View Semantic Segmentation for Street-view Images

Large Scale and MVG

348Gradient Domain Layer Separation under Independent Motion352Active Object Detection With Fixation360Multiscale Symmetric Part Detection and Grouping365Absolute Scale in Structure from Motion from a Single Vehicle Mounted Camera by Exploiting Nonholonomic Constraints368Image Segmentation with Simultaneous Illumination and Reflectance Estimation: An Energy Minimization Approach377Factorizing Scene Albedo and Depth from a Single Foggy Image381Directional Statistics BRDF Model389Domain Adaptive Semantic Diffusion for Large Scale Context-Based Video Annotation398Multi-Scale Object Detection by Clustering Lines408Local Trinary Patterns for Human Action413Is that you? Metric Learning Approaches for Face Identification416Complete Multi-View Reconstruction of Dynamic Scenes from Probabilistic Fusion of Narrow and Wide Baseline Stereo417Semi-Supervised Random Forests425Graph cuts using a Riemannian Metric induced by Tensor Voting427Stabilizing Motion Tracking Using Retrieved Motion Priors436Recovering Planar Homographies between 2D Shapes443Hierarchical 3D Diffusion Wavelets Shape Priors449Multimodal Partial Estimates Fusion450A New Minimal Solution to the Relative Pose of a Calibrated Stereo Camera with Small Field of View Overlap452Image Saliency by Isocentric Curvedness and Color457Measuring Demographics and Height with a Calibrated Camera461Plane-Based Calibration of Central Catadioptric Cameras466

GroupSAC: Efficient Consensus in the Presence of Groupings

RANSAC Related

491Kernel Active Contour493Dimensionality Reduction and Principal Surfaces via Kernel Map Manifolds495Joint learning of visual attributes, object classes and visual saliency503Bayesian Poisson Regression for Crowd Counting506Efficient Discriminative Learning of Parts-based Models508Improving Accuracy of Geometric Parameter Estimation Using the Projected Score Method516Probabilistic Occlusion Boundary Detection on Spatio-Temporal Lattices519Robust Dynamical Model for Simultaneous Registration and Segmentation in a Variational Framework: A Bayesian Approach521Higher-Order Gradient Descent by Fusion Move Graph Cut530Active Skeleton for Non-rigid Object Detection531Moving in Stereo: Efficient Structure and Motion Using Lines534

Sparse Representation of Cast Shadows via L1-Regularized Least Squares

L1 Sparse

535

Robust Visual Tracking using L1 Minimization

L1 Sparse

539Robust Multilinear Principal Component Analysis545Efficient Discriminative Local Learning for Object Recognition552Multiple Kernels for Object Detection558Fast Visibility Restoration from a Single Color or Gray Level Image571The Normalized Subspace Inclusion: Robust Clustering of Motion Subspaces582CoarseRegistration of 3D Surface Triangulations Based on Moment Invariantswith Applications to Object Alignment and Identification586I know what you did last summer: object-level auto-annotation of holiday snaps588Scale Invariance and Noise in Natural Images595Learning Long Term Face Aging Patterns from Partially Dense Aging Databases606

Image Restoration using Online Photo Collections

Large scale

608Beyond the Euclidean distance: Creating effective visual codebooks using the histogram intersection kernel609Color Constancy using 3D Scene Geometry633Beyond Connecting the Dots: A Polynomial-time Algorithm for Segmentation and Boundary Estimation with Imprecise User Input690Scene it or not? Incremental Multiple Kernel Learning for Object Recognition697On Building a Large Video Database with Human Annotations698Convex Optimization for Multi-Class Image Labeling with a Novel Family of Total Variation Based Regularizers705Learning Based Digital Matting708

Static Multi-Camera Factorization Using Rigid Motion

Multi-camera MVG

728Shadow cameras: Reciprocal views from illumination masks760Simultaneous Photometric Invariance And Shape Recovery778The One-Shot Similarity Kernel781Background Subtraction for Freely Moving Cameras783A Theory of Active Object Localization785Component Analysis Approach to Estimation of Tissue Intensity Distributions of 3D images806A Robust Boosting Tracker with Minimum Error Bound in a Co-Training Framework832Feature Correspondence and Deformable Object Matching via Agglomerative Correspondence Clustering833Active Subspace Learning for Image Retrieval836Simultaneous Color Constancy and Depth Map Estimation for Radiometrically Varying Stereo Images837Automatic Learning and Extraction of Multi-Local Features838Finding Good Composition in Panoramic Scenes869Subspace matching: Unique solutions to point matching with geometric constraints872Usingindividuality to track individuals: Clustering individual trajectoriesin crowds using local appearance and frequency trait873Fast multi- action recognition using mined dense spatial temporal features882

Dense 3D reconstruction method using a single pattern for fast moving object/

Reconstruction

890Quantifying Contextual Information for Object Detection899High-resolution Shape Reconstruction from Multiple Range Images based on Simultaneous Estimation of Surface and Motion903Feature-Centric Efficient Subwindow Search904Implicit Color Segmentation Features for Pedestrian Detection945Power watersheds: a new image segmentation framework extending graph cuts, random walker and optimal spanning forest947

Optimal Correspondences from Pairwise Constraints

May be given feature and metric, be defining cost function, solve the optimal. Or we can start from the feature, toward the application

955Display-Camera Calibration from Eye Reflections962A framework for visual saliency detection with applications to image thumbnailing973Optimizing Parametric Total Variation Models974Tracking a Hand Manipulating an Object977Single View Reconstruction Using Shape Grammars for Urban Environments997Robust Facial Feature Tracking using Multiscale Biased Linear Predictors10053D reconstruction from image collections with a single known focal length1009GraphCut-Solvable Hierarchical CRFs for Object Class Image Segmentation1017Segmentation, Ordering and Tracking using Graphical Models1018A Latent Model of Discriminative Aspect1024Unlabeled data improves word prediction1027A Probabilistic Framework for Partial Intrinsic Symmetries in Geometric Data1032Bayesian selection of scaling laws for motion modeling in images1033Top-Down Color Attention for Object Recognition1035Detecting Objects in Large Image Collections and Videos by Efficient Subimage Retrieval1038Automatic annotation of human actions in video1043

A Hand-held Photometric Stereo Camera for 3-D Modeling

3-D Modeling Stereo Camera

1049Detection and Removal of Chromatic Moving Shadows in Surveillance Scenarios1050Joint optimization of segmentation and appearance models1056Learning Actions From the Web1058Learning Deformable Action Templates from Crowded Videos1063Active Appearance Models with Rotation Invariant Kernels1065Level Set Segmentation with Both Shape and Intensity Priors1073Robust Tracking-by-Detection using a Detector Confidence Particle Filter1076Beyond Visual Vocabularies: Incremental Action Recognition Using Feature-Tree1085Template-Free Monocular Reconstruction of Deformable Surfaces1095Seeing 3D Objects in a Single 2D Image1097RankBoost with L1 regularization for Facial Expression Recognition and Intensity Estimation1108Optimal Multiple Surfaces Searching for Video/Image Resizing - A Graph-Theoretic Approach1110Subspace Constrained Mean-Shift1114Body-Relative Navigation Guidance Using Uncalibrated Cameras1121Evaluating Information Contributions of Bottom-up and Top-down Processes1125Multi-perspective Stereo Matching and Volumetric Reconstruction1133Deformable Model Fitting with a Mixture of Local Experts1134Scene Shape Priors for Superpixel Segmentation1135Detecting Interpretable and Accurate Scale-Invariant keypoints1143The Swap and Expansion Moves Revisited and a New Move1145Face Recognition With Contiguous Occlusion Using Markov Random Fields1146Structure and Kinematics Triangulation with a Rolling Shutter Stereo Rig1148An Information Theoretic Approach for Tracker Performance Evaluation1151Which Faces to Tag: Adding Prior Constraints into Active Learning1152Non-Local Sparse Models for Image Restoration1158Is a detector only good for detection?1159LIVEcut: Learning-based Interactive Video Segmentation by Evaluation of Multiple Propagated Cues1160

Exact-RANSAC: Sample Consensus with Guaranteed Global Optimality

RANSAC

1162Efficient subset selection based on the Renyi entropy1172Non-Euclidean Image-Adaptive Radial Basis Functions for 3D Interactive Segmentation1176Adaptive Fragments-Based Tracking of Non-Rigid Objects Using Level Sets1186A Near Optimal Acceptance-Rejection Algorithm for Exact Cross-Correlation Search1187Weighted Graph Characteristics from Oriented Line Graph Polynomials1204Spectral Control of Viscous Alignment for Deformation Invariant Matching1211Heterogeneous Feature Machines for Visual Recognition1215Efficient Indexing for Large Scale Visual Search1216Human Pose Estimation Using Consistent Max-Covering1223Spectral Error Correcting Output Codes for Efficient Multiclass Recognition1227Shape Guided Contour Grouping with Particle Filters1229Automatic follicle quantification from 3D ultrasound data using global/local context with database guided segmentation1235Keyframe-Based Real-Time Camera Tracking1252Tracking a Large Number of Objects from Multiple Views1253The Self-Aware Matching Measure for Stereo1257Detection Driven Adaptive Multi-cue Integration for Multiple Human Tracking1277Non-Rigid Object Localization and Segmentation Using Eigenspace Representation1279Kernel Map Compression using Generalized Radial Basis Functions1283Optical Flow Estimation on Coarse-to-Fine Region-Trees using Discrete Optimization1289

A New Multiview Spacetime-Consistent Depth Recovery Framework for Free Viewpoint Video Rendering

Free View

1304

Reconstructing 3D motion trajectories for particle swarms by global correspondence selection

??

1319Patch based Within-Object Classification1323An Algorithm for Minimizing the Piecewise Smooth Mumford-Shah Functional1328Recovering the Spatial Layout of Cluttered Rooms1337

SURF Tracking

CVPR 2009 Related

1396An Algebraic Model for fast Corner Detection1398Robust Graph-Cut Scene Segmentation and Reconstruction for Free-Viewpoint Video of Complex Dynamic Scenes14283D Open-Surface Shape Correspondence for Statistical Shape Modeling: Identifying Topologically Consistent Landmarks1434Spatio-Temporal Relationship Match: Video Structure Comparison for Recognition of Complex Human Activities1452Shape-based Recognition of 3D Point Clouds in Urban Environments1456A Biased Sampling Strategy for Object Categorization1459On Optimizing Subspaces for Face Recognition1460Seeing through water: Image restoration using model-based tracking1463Joint Localization and Continuous State Estimation for Visual Inference1465A Markov Clustering Topic Model for Mining Behaviour in Video1474Computation Complexity of Branch-and-Bound Model Selection1482Saliency Driven Total Variation Segmentation1483A Novel Approach to Expression Recognition from Non-frontal Face Images1499Mode-Detection via Median-Shift1526The Dimensionality of Scene Appearance1531Robust Motion Estimation Using Trajectory Space Learning: Applications in Aortic and Mitral Valve Modeling1532Piecewise-consistent Color Mappings of Images Acquired Under Various Conditions1533Weakly supervised discriminative localization and classification: a joint learning process1536A Global Perspective on MAP Inference for Low-Level Vision1542

Diagram Techniques for Multiple View Geometry

MVG

1545Wide-Baseline Image Matching Using Line Signatures1549Action Recognition in Context1554Poselets: Body Part Detectors Trained Using 3D Human Pose Annotations1555Time Series Prediction by Chaotic Modeling of Nonlinear Dynamical Systems1570Modeling 3D Articulated Objects from Monocular Images1573FLoSS: Facility Location for Subspace Segmentation1582Constructing Implicit 3D Shape Models for Pose Estimation1586Matching as a Non-Cooperative Game1589Piecewise Planar Stereo for Image-based Rendering1599Least-Squares Congealing for Large Numbers of Images1611

Landmark Classification in Large-Scale Image Collections

Large Scale Image

1623Detection of Human Actions From A Single Example1624Large Displacement Optical Flow Computation without Warping1638Riemannian Bayesian estimation of diffusion tensor images1642Hierarchical Gaussianization for Image Classification1650Spatiotemporal Video Segmentation via Many-to-Many Partial Region Matching1652Ground truth dataset and baseline evaluations for intrinsic image algorithms1663Texel-based Texture Segmentation1666Image Compression with Anisotropic Triangulations1670Context by Region Ancestry1686

A Study on Automatic Age Estimation using a Large Database

Form Location, whether, to age, what is next ? Gender ?

1690A Multi-Sample, Multi-Tree Approach to Bag-of-Words Image Representation for Image Retrieval1698Discriminative Generalized Hough Transform for Object Detection1705View Projection using Stratified Inverses1722Untangling Fibers by Quotient Appearance Manifold Mapping for Grayscale Shape Classification1729Label Set Perturbation for MRF based Neuroimaging Segmentation1744Building Recognition Using Sketch-Based Representations and Spectral Graph Matching1764Brain Anatomical Surface Tensor-based Morphometry with Holomorphic Differentials1770A Hierarchical Learning Approach for Tubular Structure Parsing in Medical Imaging1789Image Annotation Using Multi-label Correlated Green's Function with Crisp Posterior Multi-label Assignment1839Robust Image Segmentation Using Learned Priors1876Incremental Discriminant-Analysis of Canonical Correlations for Action Recognition1905A direct approach for efficiently tracking with 3D Morphable Models1932Illumination Aware MCMC Particle Filter for Long-Term Outdoor Multi-Object Simultaneous Tracking and Classification1963Minimizing energy functions on 4-connected lattices using elimination1965Real-time Visual Tracking via Incremental Covariance Tensor Learning1980Joint Learning of Pose Estimators and Features for Object Detection1982Simultaneous Clustering and Alignment for an Image Ensemble1987A Riemannian Analysis of 3D Nose Shapes For Partial Human Biometrics1988Efficient Privacy Preserving Video Surveillance2062Non-Iterative Approach for Fast and Accurate Vanishing Point Detection2087Packing bag-of-features2092Estimating Human Shape and Pose from a Single Image2122A hybrid generative/discriminative classification framework based on free-energy terms2136Non-Negative Matrix Factorization of Partial Track Data for Motion Segmentation2137Large Margin Object Detection in Dynamic Scenes2151Correlated Probabilistic Trajectories for Pedestrian Motion Detection2172Efficient Segmentation Using Feature-based Graph Partitioning Active Contours (GPAC)2174Studying Brain Morphology using Teichmüller Space Theory2198Segmentation and Shading Estimation in Slowly Changing Textured Images2207Exploiting Uncertainty in Random Sample Consensus2208A Robust Elastic and Partial Matching Metric for Face Recognition2212SCRAMSAC: Improving RANSAC鐃� Efficiency with a Spatial Consistency Filter2245Efficient Multi-label Ranking for Multi-class Learning: Application to Object Recognition2264Scene Categorization from Low Definition Video2293Using machine learning to predict where people look2297An Algebraic Approach to Affine Registration of Point Sets2298Tensor completion for estimating missing values in visual data2306Structure- and Motion-adaptive Regularization for High Accuracy Optic Flow2312Unsupervised Learning of High-order Structural Semantics from Images2353Video Scene Understanding Using Multi-scale Analysis2384

Large-Scale Privacy Protection in Street-Level Imagery

Large Scale

2398Kernelized Locality-Sensitive Hashing for Scalable Image Search2415Efficient, High-Quality Image Contour Detection2425Actionable Information and the Ecological Approach to Visual Perception2443What is the Best Multi-Stage Architecture for Object Recognition?2493

Estimating Contact Dynamics