Reading Between The Lines: Object Localization Using Implicit Cues from Image Tags (PDF)
3. Re-think the research directions
Re-formulate original problems
Beyond Active Noun Tagging: Modeling Contextual Interactions for Multi-Class Active Learning (PDF) Dense Interest Points
Free-Form Mesh Tracking : a Patch-Based Approach
Cedric Cagniart, Edmond Boyer, Slobodan Ilic
A Game-Theoretic Approach to Fine Surface Registration without Initial Motion Estimation (PDF)
Provide insight to the problems via analysis
SUN Database: Large-scale Scene Recognition from Abbey to Zoo (PDF, project, results, datasets) - formely: Scene Classification and Detection with a Quasi-exhausitve Dataset Jianxiong Xiao, James Hays, Krista A. Ehinger, Antonio Torralba, Aude Oliva Secrets of optical flow estimation and their principles
Deqing Sun, Stefan Roth, Michael Black
Will person detection help bag-of-features action recognition?
Alexander Klaeser, Marcin Marszalek, Ivan Laptev, Cordelia Schmid
Analyzing Spatially-varying Blur (PDF) Analysis of Light Transport in Scattering Media
Lightfield Analysis of Curved Mirrors: Reflect Your Perspective
Yuichi Taguchi, Amit Agrawal, Srikumar Ramalingam, Ashok Veeraraghavan
New Features and Insights for Pedestrian Detection (PDF) Stefan Walk, Nikodem Majer, Konrad Schindler, Bernt Schiele
On the design of robust classifiers for computer vision
A Study on Continuous Max-Flow and Min-Cut Approaches
Jing Yuan, Egil Bae, Xuecheng Tai
Performance Evaluation of Color Correction Approaches for Automatic Multi-view Image and Video Stitching
Wei Xu, Jane Mulligan
Automatic Point-based Facial Trait Judgments Evaluation
Mario Rojas, David Masip, jordi Vitria
Evaluation of Stereo Confidence Indoors and Outdoors
Xiaoyan Hu, Philippos Mordohai
The Role of Features, Algorithms and Data in Visual Recognition (PDF) Pushing the Envelope of Modern Methods for Bundle Adjustment (PDF, abstract)
4. Use powerful tools, find suitable problems
Calculus of variations
Variational Segmentation of Elongated Volumetric Structures
Christian Reinbacher, Thomas Pock, Christian Bauer, Horst Bischof An Approach to Vectorial Total Variation based on Geometric Measure Theory (PDF) Bastian Goldluecke, Daniel Cremers
Motion Estimation with Non-Local Total Variation Regularization
Multi-View Scene Flow Estimation: A View Centered Variational Approach
Tali Bahsa, Yael Moses, Nahum Kiryati
Dimensionality reduction
Cost-Sensitive Subspace Learning for Face Recognition
Jiwen Lu, Tan Yap-Peng
Image Atlas Construction via Intrinsic Averaging on the Manifold of Images
Yuchen Xie, Jeffrey Ho, Baba Vemuri
Putting Local Features on a Manifold
Marwan Torki, Ahmed Elgammal
Manifold Blurring Mean Shift Algorithms
Action Classification on Product Manifolds
Yui Man Lui, J Ross Beveridge, Michael Kirby
An Extension of Multifactor Analysis for Face Recognition Based on Submanifold Learning
Sung Won Park, Marios Savvides
Parametric Dimensionality Reduction by Unsupervised Regression
Miguel Carreira-perpinan, Zhengdong Lu
Sufficient Dimensionality Reduction for Visual Sequence Classification (PDF) A Novel Riemannian Framework for Shape Analysis of 3D Objects (PDF) Large-Scale Image Categorization with Explicit Data Embedding
Florent Perronnin, Jorge Sanchez, Yan Liu
Spherical Embeddings for non-Euclidean Dissimilarities
Richard Wilson, Edwin Hancock, Robert Duin, Elzbieta Pekalska
Spectral clustering
Learning the Full Pairwise Affinities for Spectral Segmentation (PDF) Tae Hoon Kim, Kyoung Mu Lee, Sang Uk Lee
Probabilistic graphical model
Topic-Regression Multi-Modal Latent Dirichlet Allocation for Image Annotation
Duangmanee Putthividhya, Hagai Attias, Srikantan Nagarajan
Building and Using a Semantivisual Image Hierarchy (PDF) Li-Jia Li, Chong Wang, Yongwhan Lim, David Blei, Li Fei-Fei
Structured Prediction
Grouplet: a Structured Image Representation for Recognizing Human and Object Interactions (PDF) Bangpeng Yao, Li Fei-Fei
Latent Hierarchical Structural Learning for Object Detection
Leo Zhu, Yuanhao Chen, Antonio Torralba, Alan Yuille, William Freeman
P-N Learning: Bootstrapping Binary Classifiers from Unlabeled Data by Structural Constraints
Zdenek Kalal, Jiri Matas, Krystian Mikolajczyk
Semantic Context Modeling with Maximal Margin Conditional Random Fields for Automatic Image Annotation
Yu Xiang, Xiangdong Zhou, Zuotao Liu, Tat-seng chuats, Chong-Wah Ngo
Bilateral filtering
Correcting Over-Exposure in Photographs (PDF) Diffusion Filtering Without Parameter Tuning: Models and Inference Tools
Kai Krajsek, Hanno Scharr
Sparse representation
Automatic Image Annotation Using Group Sparsity (Project) Estimation of Image Bias Field with Sparsity Constraints (PDF) RASL: Robust Alignment by Sparse and Low-rank Decomposition for Linearly Correlated Images (PDF) Yigang Peng, Arvind Balasubramanian, John Wright, Ma Yi
Supervised Translation-Invariant Sparse Coding (PDF) Visual Classification with Multi-Task Joint Sparse Representation
Xiao-Tong Yuan, Shuicheng Yan
Learning Shift-Invariant Sparse Representation of Actions (PDF) Local Features Are Not Lonely - Laplacian Sparse Coding for Image Classification
Shenghua Gao, Wai-Hung Tsang, Liang-Tien Chia, Peilin Zhao
Locality-constrained Linear Coding for Image Classification (PDF) On Growth and Formlets: Sparse Multi-Scale Coding of Planar Shape (PDF) Timothy Oleskiw, James Elder, Gabriel Peyr
Sparse Representation using Nonnegative Curds and Whey
Yanan Liu, Fei Wu, Zhihua Zhang, Yueting Zhuang, Shuicheng Yan
The Multiscale Competitive Code via Sparse Representation for Palmprint Verification (PDF) Deconvolutional Networks
Increasing depth resolution of Electron Microscopy of Neural circuits using Sparse Tomographic reconstruction (PDF) Ashok Veeraraghavan, Alex Genkin, Shiv Vitaladevuni, Lou Scheffer, Shan Xu, Harald Hess, Graham Knott, Dmitri Chklovskii People Location: Let's Sparse it Up!
Alexandre Alahi, Laurent Jacques, Yannick Boursier, Pierre Vandergheynst
Sparsity Model for Robust Optical Flow Estimation at Motion Discontinuities
Xiaohui Shen, Ying Wu
Efficient Computation of Robust Low-Rank Matrix Approximations in the Presence of Missing Data using the $L_1$ Norm
Anders Eriksson
Classification and Clustering via Dictionary Learning with Structured Incoherence
Robust video denoising using low rank matrix completion (PDF) Cascaded L1-norm Minimization Learning (CLML) Classifier for Human Detection
Ran Xu, Baochang Zhang, Qixiang Ye, jian bin Jiao
GPCA with Denoising: A Moments-Based Convex Approach
Necmiye Ozay, Mario Sznaier, Constantino Lagoa, Octavia Camps
Junseok Kwon, Kyoung Mu Lee
5. Add appropriate adjectives
Linear <=> Nonlinear
Linear View Synthesis Using a Dimensionality Gap Light Field Prior (PDF) Multilinear Feature Extraction and Classification of Multi-Focal Images, With Applications in Nematode Taxonomy
Min Liu, Amit Roy-Chowdhury
Multilinear Pose and Body Shape Estimation of Dressed Subjects from Image Sets
N. Hasler, H. Ackermann, B. Rosenhahn, T. Thormählen, H.-P. Seidel Admissible Linear Map Models of Linear Cameras (PDF) Guillaume Batog, Xavier Goaoc, Jean Ponce
Energy Minimization for Linear Envelope MRFs (PDF) Optimal HDR Reconstruction with Linear Digital Cameras (PDF)
Generative <=> Discriminative
Discriminative Clustering for Image Co-segmentation (PDF) Discriminative K-SVD for Dictionary Learning in Face Recognition
Qiang Zhang, Baoxin Li
Multi-Target Tracking by On-Line Learned Discriminative Appearance Models
Cheng-Hao Kuo, Chang Huang, Ram Nevatia
Learning a Hierarchy of Discriminative Space-Time Neighborhood Features for Human Action Recognition (PDF) $ell_p$ Norm Multiple Kernel Fisher Discriminant Analysis for Object and Image Categorisation
Fei Yan, Krystian Mikolajczyk, Mark Barnard, hongping cai, Josef Kittler
Bayes Optimal Kernel Discriminant Analysis
Di You, Aleix Martinez
Many-to-one Contour Matching for Describing and Discriminating Object Shape
Praveen Srinivasan, Qihui Zhu, Jianbo Shi
Supervised <=> (Un/Semi)-supervised
Semi-supervised Hashing for Scalable Image Retrieval (PDF) Jun Wang, Sanjiv Kumar, Shih-Fu Chang
Multimodal semi-supervised learning for image classication (PDF, Project) Matthieu Guillaumin, Jakob Verbeek, Cordelia Schmid
Connecting Modalities: Semi-supervised Segmentation and Annotation of Images Using Unaligned Text Corpora (PDF) Exploiting Simple Hierarchies for Unsupervised Human Behavior Analysis (PDF) Unsupervised Discovery of Co-occurrence in Sparse High Dimensional Spaces
Ondrej Chum, Jiri Matas
Unsupervised Discovery of Facial Events
Feng Zhou, Fernando De la Torre, Jeff Cohn
Unsupervised Detection and Segmentation of Identical Objects (PDF) Minsu Cho, Kyoung Mu Lee
An automatic unsupervised classification of MR images in Alzheimer's disease
Xiaojing Long, Chris Wyatt
Probabilistic Models for Supervised Dictionary Learning
Xiaochen Lian, Zhiwei Li, Changhu Wang, Lei Zhang
The Phase Only Transform for unsupervised surface defect detection
Dror Aiger, Hugues Talbot
Towards Weakly Supervised Semantic Segmentation by Means of Multiple Instance and Multitask Learning (PDF) Visual Tracking via Weakly Supervised Learning from Multiple Imperfect Oracles
Bineng Zhong, Hongxun Yao, Sheng Chen, Xiaotong Yuan, Shaohui Liu
Weakly-Supervised Hashing in Kernel Space
Yadong Mu, Jialie Shen, Shuicheng Yan
Discovering Image Categories by Information Projection and Cluster Sampling
Dengxin Dai, Tianfu Wu, Song-Chun Zhu
Space/Time Heavy <=> Efficient
Efficient Additive Kernels via Explicit Feature Maps (PDF) Efficient Extraction of Human Motion Volumes by Tracking (PDF) Juan Carlos Niebles, Bohyung Han, Li Fei-Fei
Efficient Filter Flow for Space-Variant Multiframe Blind Deconvolution (PDF, video) Efficient Histogram-Based Sliding Window (PDF) Efficient Piecewise Learning for Conditional Random Fields (PDF) Efficient image segmentation with a reference distribution
Ismail Ben Ayed, Hua-mei Chen, Kumaradevan Punithakumar, Shuo Li
Efficiently Selecting Regions for Scene Understanding (PDF) Fast Approximate Energy Minimization with Label Costs (PDF, code) Fast Global Optimization of Curvature (PDF) Fast Globally Optimal 2D Human Detection with Loopy Graph Models (PDF) Fast Matting Using Large Kernel Matting Laplacian Matrices (PDF) Fast Polygonal Integration and Its Application in Extending Haar-like Features to Improve Object Detection (PDF, supplementary material) Fast Sparse Representation with Prototypes
Jia-Bin Huang, Ming-Hsuan Yang
Fast and Robust Object Segmentation with the Integral Linear Classifier (PDF) David Aldavert, Arnau Ramisa, Ricardo Toledo, Ramon Lopez de Mantaras
Fast pattern matching using orthogonal Haar transform
Wanli Ouyang, Renqi Zhang, Cham Wai-Kuen
A Steiner Tree approach to efficient object detection (PDF) An Efficient Divide-and-Conquer Cascade for Nonlinear Object Detection (PDF, implementation) Compact Projection: Simple and Efficient Near Neighbor Search with Practical Memory Requirements (PDF) Kerui Min, Linjun Yang, John Wright, Lei Wu, Xian-Sheng Hua, Yi Ma Efficient Action Spotting based on a Spacetime Oriented Structure Representation (PDF, project, video) Konstantinos Derpanis, Mikhail Sizintsev, Kevin Cannons, Richard Wildes
Model Globally, Match Locally: Efficient and Robust 3D Object Recognition (Abstract) B. Drost, Markus Ulrich, N. Navab, S. Ilic
Ray Markov Random Fields for Image-Based 3D Modeling: Model and Efficient Inference
Shubao Liu, David Cooper
Global and Efficient Self-Similarity for Object Classification and Detection (PDF) A Square-Root Sampling Approach to Fast Histogram-Based Search
Huang-Wei Chang, Hwann-Tzong Chen
Transform Coding for Fast Approximate Nearest Neighbor Search in High Dimensions
Jonathan Brandt
Improving the Efficiency of Hierarchical Structure-and-Motion
Riccardo Gherardi, Michela Farenzena, Andrea Fusiello
Sublinear Time Directional Chamfer Matching
Ming-Yu Liu, Oncel Tuzel, Ashok Veeraraghavan, Rama Chellappa
Scalable Active Matching (PDF) Scalable Face Image Retrieval with Identity-Based Quantization and Multi-Reference Re-ranking (PDF) Zhong Wu, Qifa Ke, Jian Sun, Heung-Yeung Shum A Constant-Space Belief Propagation Algorithm for Stereo Matching (PDF) Rapid Face Recognition Using Hashing (PDF) Rapid Selection of Reliable Templates for Visual Tracking (Abstract) N. Alt, S. Hinterstoisser, N. Navab
Rapid and accurate developmental stage recognition of C. elegans from high-throughput image data
Amelia White, Huey-Ling Kao, Patricia Cipriani, Brandon Lees, Davi Geiger, Kris Gunsalus, Fabio Piano
Real Time Motion Capture using a Single Time-Of-Flight Camera (PDF) Varun Ganapathi, Christian Plagemann, Sebastian Thrun, Daphne Koller
Hand-designed <=> Learning-based
Face Recognition with Learning-based Descriptor (PDF) Zhimin Cao, Qi Yin, Jian Sun, Xiaoou Tang Far-Sighted Active Learning on a Budget for Image and Video Recognition (PDF) Learning Appearance in Virtual Scenarios for Pedestrian Detection
Francisco Marin Tur, David Vazquez, David Geronimo, Antonio M. Lopez
Learning Kernels for Normalized Cuts: Convex Relaxations and applications
Lopamudra Mukherjee, Vikas Singh, Jiming Peng, Chris Hinrichs
Learning Mid-Level Features For Recognition (PDF) Y-Lan Boureau, Francis Bach, Yann LeCun, Jean Ponce
Learning from Interpolated Images using Neural Networks for Digital Forensics (PDF) Learning to Recognize Shadows in Monochromatic Natural Images (PDF) Optimizing One-Shot Recognition with Micro-Set Learning (PDF) Safety in Numbers: Learning Categories from Few Examples with Multi Model Knowledge Transfer (PDF) YouTubeCat: Learning to Categorize Wild Web Videos
Zheshen Wang, Ming Zhao, Yang Song, Sanjiv Kumar, Baoxin Li
Visual Event Recognition in Videos by Learning from Web Data (PDF) Lixin Duan, Dong Xu, Wai-Hung Tsang, Jiebo Luo
Boosting for Transfer Learning with Multiple Auxiliary Domains
Gianfranco Doretto, Yi Yao
Viren Jain, Benjamin Bollmann, Bobby Kasthuri, Ken Hayworth, Richard Schalek, Juan Carlos Tapia, Daniel Berger, Mark Richardson, Kevin Briggman, Moritz Helmstaedter, Winfried Denk, Jeff Lichtman, Sebastian Seung Data Fusion through Cross-modality Metric Learning using Similarity-Sensitive Hashing
Michael Bronstein, Alexander Bronstein, Nikos Paragios, Fabrice Michel
Removal of 3D Face Expressions: A Learning-based Approach
Song Han, Gang Pan, Yuting Zhang
Single scale <=> Multi-scale
Scale-Hierarchical 3D Object Recognition in Cluttered Scenes (PDF) Vessel Scale Selection using MRF Optimization (PDF) DARTs: Efficient scale-space extraction of DAISY keypoints
David Marimon, Arturo Bonnin, Tomasz Adamek, Roger Gimeno
Single step <=> Progressive
Efficient Joint 2D and 3D Palmprint Matching with Alignment Refinement
Wei Li, Lei Zhang, david Zhang, Guangming Lu, Jingqi Yan
Batch processing <=> Online processing
An Online Approach: Learning-Semantic-Scene-by-Tracking and Tracking-by-Learning-Semantic-Scene
Xuan Song, Xiaowei Shao, Huijing Zhao, Jinshi Cui, Ryosuke Shibasaki, Hongbin Zha
Online Multiple Instance Learning with No Regret
Li Mu, James Kwok, Lu Bao-liang Online Visual Vocabulary Pruning Using Pairwise Constraints (PDF) Pavan K. Mallapragada, Rong Jin, A. K. Jain
Visual Tracking via Incremental Self-tuning Particle Filtering on the Affine Group
Min Li, Wei Chen, Kaiqi Huang, Tieniu Tan
Model Evolution: An Incremental Approach to Non-Rigid Structure from Motion (PDF, project, video) Online-Batch Strongly Convex Multi Kernel Learning (PDF)
Fixed <=> Adaptive
Adaptive Pose Priors for Pictorial Structures (PDF, project) Optical Flow Estimation with Adaptive Convolution Kernel Prior on Discrete Framework
Kyong Joon Lee, Dongjin Kwon, Il Dong Yun, Sang Uk Lee
Parallel Graph-cuts by Adaptive Bottom-up Merging (PDF) Visual Object Tracking using Adaptive Correlation Filters (PDF, videos) David Bolme, J Ross Beveridge, Bruce Draper, Yui Man Lui Abrupt Motion Tracking via Adaptive Stochastic Approximation Monte Carlo Sampling
Xiuzhuang Zhou, yao Lu
Adaptive Action Detection
Liangliang Cao, Zicheng Liu, Thomas Huang
Adaptive Generic Learning for Face Recognition from a Single Sample per Person
Yu Su, Shiguang Shan, Xilin Chen, wen Gao
Adaptive Linear Predictors for Real-Time Tracking (Abstract) S. Holzer , S. Ilic, N. Navab
Multiple Dynamic Models for Tracking the Left Ventricle of the Heart from Ultrasound Data using Particle Filters and Deep Learning Architectures (PDF) Spike Train Driven Dynamical Models for Human Actions (PDF, project) Dynamical Binary Latent Variable Models for 3D Human Pose Tracking (PDF) Learning Weights for Codebook in Image Classification
Hongping Cai, Krystian Mikolajczyk, Fei Yan
Improving web-image search results using query-independent classifiers (Project) Josip Krapac, Moray Allan, Jakob Verbeek, Frédéric Jurie
Multi-Task Warped Gaussian Process for Personalized Age Estimation
Yu Zhang, Dit-Yan Yeung
Personalization of Image Enhancement (PDF) Improving State-of-the-Art OCR through High-Precision Document-Specific Modeling (PDF) Andrew Kae, Gary Huang, Erik Learned-miller, Carl Doersch
Making specific features less discriminative to improve point-based 3D object recognition (PDF, dataset)
Parametric <=> Non-parametric
Nonparametric Higher-Order Learning for Interactive Segmentation (PDF) Tae Hoon Kim, Kyoung Mu Lee, Sang Uk Lee
Nonparametric Label-to-Region by Search
Xiaobai Liu, Shuicheng Yan, Jiebo Luo
Contour People: A Parameterized Model of 2D Articulated Human Shape
Oren Freifeld, Alex Weiss, Silvia Zuffi, Michael Black
Data Driven Mean-Shift Belief Propagation For non-Gaussian MRFs (PDF) Minwoo Park, Somesh Kashyap, Bob Collins, Yanxi Liu
Global <=> Local
Global Gaussian Approach for Scene Categorization using Information Geometry
Hideki Nakayama, Tatsuya Harada, Yasuo Kuniyoshi
Global Optimization for Estimating a BRDF with Multiple Specular Lobes
Chanki Yu, Yongduek Seo, Sang-Wook Lee
Globally Optimal Pixel Labeling Algorithms for Tree Metrics (PDF) Real-Time Vehicle Global Localisation with a Single Camera in Dense Urban Areas: Exploitation of Coarse 3D City Models
Pierre Lothe, Steve Bourgeois, Eric Royer, Michel Dhome, Sylvie Naudet Collette
Exploiting Global Connectivity Constraints for Reconstruction of 3D Line Segment from Images (Project) Gesture Recognition by Learning Local Motion Signatures (PDF) Object Matching with a Locally Affine-Invariant Constraints (PDF, videos) Randomized Hybrid Linear Modeling by Local Best-fit Flats
Teng Zhang, Arthur Szlam, Yi Wang, Gilad Lerman
Stratified Learning of Local Anatomical Context for Lung Nodules in CT Images
Dijia Wu, Le Lu, Jinbo Bi, Yoshihisa Shinagawa, Kim Boyer, Arun Krishnan, Marcos Salganicoff
Support Vector Regression for Multi-View Gait Recognition based on Local Motion Feature Selection
Worapan Kusakunniran, Qiang Wu, Jian Zhang, Hongdong Li
Aggregating local descriptors into a compact image representation (PDF, project) Hervé Jégou, Matthijs Douze, Cordelia Schmid, Patrick Pérez
The Automatic Design of Feature Spaces for Local Image Descriptors using an Ensemble of Non-linear Feature Extractors (PDF)
Z-invariant
Efficient Rotation Invariant Object Detection using Boosted Random Ferns
Michael Villamizar, Alberto Sanfeliu, Francesc Moreno-Noguer, Juan Andrade-Cetto
Fast invariant descriptors based on moments of image features
Gianfranco Doretto, Yi Yao
Global and Local Isometry-Invariant Descriptor for 3D Shape Comparison and Partial Matching
Huai-Yu Wu
Learning 3D Action Models from a few 2D videos for View Invariant Action Recognition
Pradeep Natarajan, Vivek Singh, Ram Nevatia
Learning a Probabilistic Model Mixing 3D and 2D Primitives for View Invariant Object Category Recognition
Wen Ze Hu, Song-Chun Zhu
Modeling Pixel Process with Scale Invariant Local Patterns for Background Subtraction in Complex Scenes
Shengcai Liao, Guoying Zhao, Vili Kellokumpu, Matti Pietikäen, Stan Li
Chaotic Invariants of Lagrangian Particle Trajectories for Anomaly Detection in Crowded Scenes (PDF) Posture Invariant Surface Description and Feature Extraction
Stefanie Wuhrer, Zouhour Ben Azouz, Chang Shu
Scale-Invariant heat kernel signatures for non-rigid shape recognition (PDF) Unified Real-Time Tracking and Recognition with Rotation-Invariant Fast Features (PDF) Gabriel Takacs, Vijay Chandrasekhar, Sam Tsai, David Chen, Radek Grzeszczuk, Bernd Girod Unsupervised Learning of Invariant Features Using Video (PDF) Robust Relevance Vector Machine Regression
Kaushik Mitra, Ashok Veeraraghavan, Rama Chellappa
3D Morphable Model Construction for Robust Ear and Face Recognition
John Bustard, Mark Nixon
Pose-Robust Albedo Estimation from a Single Image
Soma Biswas, Rama Chellappa
A theory of phase-sensitive rotation invariance with spherical harmonic and moment-based representations (PDF) Robust Order-based Methods for Feature Description
Raj Gupta, Anurag Mittal, Harshal Patil
Z-aware
Object-Graphs for Context-Aware Category Discovery (PDF, project) A Content-Aware Image Prior (PDF) Taeg Sang Cho, Neel Joshi, Larry Zitnick, Sing Bing Kang, Richard Szeliski, William Freeman Content-Aware Ranking for Visual Search
Bo Geng, Linjun Yang, Chao Xu, Xian-Sheng Hua
Multi-Cue Pedestrian Classification with Partial Occlusion Handling
Real-time Tracking of Multiple Occluding Objects using Level Sets
Charles Bibby, Ian Reid
Context-Constrained Hallucination for Image Super-Resolution (abstract) Jian Sun, Jiejie Zhu, Marshall Tappen
Outlier Removal Using Duality (PDF) Carl Olsson, Anders Eriksson, Richard Hartley
Towards Semantic Embedding in Visual Vocabulary
R.-R. Ji, Hongxun Yao, Xiaoshuai Sun
What Helps Where - And Why? Semantic Relatedness for Knowledge Transfer (PDF) Modeling Mutual Context of Object and Human Pose in Human-Object Interaction Activities (PDF) Bangpeng Yao, Li Fei-Fei
Discontinuous Seam-Carving for Video Retargeting
Matthias Grundmann, Vivek Kwatra, Mei Han, Irfan Essa
Z-preserving
Motion Detail Preserving Optical Flow Estimation
Li Xu, Jiaya Jia, Yasuyuki Matsushita
SPEC Hashing: Similarity Preserving algorithm for Entropy-based Coding (PDF) SVM for Edge-Preserving Filtering (PDF)
6. Unclassified papers (to be updated...)
A New Texture Descriptor Using Multifractal Analysis in Multi-orientation Wavelet Pyramid (PDF) Anomaly Detection in Videos Using Mixtures of Dynamic Textures
Building Reconstruction using Manhattan-World Grammars (PDF) Bundled Depth-Map Merging for Multi-View Stereo
Common Visual Pattern Discovery via Spatially Coherent Correspondences
Liu Hairong, Shuicheng Yan
Detecting Text in Natural Scenes with Stroke Width Transform
Boris Epshtein, Eyal Ofek, Yonatan Wexler
Disambiguating Visual Relations Using Loop Constraints (PDF) Estimating Camera Pose from a Single Urban Ground-View Omnidirectional Image and a 2D Building Outline Map (PDF) Hybrid Multi-view Reconstruction by Jump-Diffusion (PDF) Florent Lafarge, Renaud Keriven, Mathieu Bredif, Hoang Hiep Vu
Isoperimetric Cut on a Directed Graph
Mo Chen, Ming Liu, Jianzhuang Liu, Xiaoou Tang
Measuring Visual Saliency by Site Entropy Rate
Wei Wang, Yizhou Wang
Minimum length in the tangent bundle as a model for curve completion
Guy Ben-Yosef, Ohad Ben Shahar
Multi-View Structure Computation from Graph Rigidity
Hongdong Li
Non-uniform Deblurring for Shaken Images (PDF) Object Separation In X-Ray Image Sets (PDF) Geremy Heitz, Gal Chechik
On Detection of Multiple Object Instances using Hough Transforms (PDF) Parallel and Distributed Graph Cuts by Dual Decomposition (PDF) Piecewise Planar and Non-Planar Stereo for Urban Scene Reconstruction (PDF, project, video) Probabilistic Temporal Inference on Reconstructed 3D Scenes (PDF, videos) Proximate Sensing: Inferring What-Is-Where From Georeferenced Photo Collections
Daniel Leung, Shawn Newsam
Per-Erik Forssen, Erik Ringaby
Rectilinear Parsing of Architecture in Urban Environment
Peng Zhao, Tian Fang, Honghui Zhang, Jianxiong Xiao, Long Quan, Qinping Zhao
Segmentation of Building Facades Using Procedural Shape Priors (PDF) Self-calibrating Photometric Stereo (PDF) Boxin Shi, Yasuyuki Matsushita, Yichen Wei, Chao Xu, Ping Tan Temporal Causality for the Analysis of Visual Events ()
Tiered Scene Labeling with Dynamic Programming (PDF) What's going on? Discovering Spatio-Temporal Dependencies in Dynamic Scenes (PDF) Daniel Kuettel, Michael Breitenstein, Luc Van Gool, Vittorio Ferrari
"Lattice Cut" - Constructing superpixels using layer constraints (PDF) 3D Model Based Vehicle Classification in Aerial Imagery
Saad Khan, Hui Cheng, Harpreet Sawhney, Dennis Matthies
3D Reconstruction of Glossy Surfaces Using Stereo Cameras and Projector-Display
Masaki Yamazaki, Gang Xu
3D Scene Priors for Road Detection
Jose M. Alvarez, Theo Gevers, Antonio M. Lopez
3D Shape Correspondence by Isometry-Driven Greedy Optimization (PDF, PPT) 3D Shape Scanning with a Time-of-Flight Camera
Christian Theobalt, Yan Cui, Sebastian Schuon, Sebastian Thrun, Derek Chan
Bidirectional relighting for 3D-aided 2D Face Recognition - formely: 3D-aided 2D Face Recognition
George Toderici, George Passalis, Stefanos Zafireiou, Georgios Tzimiropoulos, Maria Petrou, Theoharis Theoharis, Ioannis Kakadiaris
A Diffusion Approach to Seeded Image Segmentation (PDF) A Framework for Ultra High Resolution 3D Imaging (PDF) A Hough Transform-Based Voting Framework for Action Recognition (PDF) A Novel Markov Random Field Based Deformable Model for Face Recognition
Shu Liao, Albert C.S. Chung
A Shape-Driven MRF Model for the Segmentation of Organs in Medical Images
Deepak Chittajallu, Ioannis Kakadiaris
A Spatially Varying PSF-based Prior for Alpha Matting (PDF) A probabilistic image jigsaw puzzle solver (PDF, project) Taeg Sang Cho, Shai Avidan, William T. Freeman
ABSORB: Atlas Building by Self-Organized Registration and Bundling
Hongjun Jia, Guorong Wu, Qian Wang, Dinggang Shen
ARISTA - Image Search to Annotation on Billions of Web Photos
Xin-Jing Wang, Ming Liu, Lei Zhang, Yi Li, Wei-Ying Ma
Accurate 3D Face Reconstruction from Weakly Calibrated Wide Baseline Images
Yuping Lin, Gerard Medioni, Jongmoo Choi
Action Unit Detection with Segment-based SVMs (PDF) Tomas Simon, Nguyen Minh, Fernando De la Torre, Jeff Cohn An Eye for an Eye: A Single Camera Gaze-Replacement Method
Lior Wolf, Ziv Freund, Shai Avidan
An Object-Dependent Hand Pose Prior from Sparse Training Data (PDF) Anatomical Parts-Based Regression Using Non-Negative Matrix Factorization (PDF) Swapna Joshi, Karthikeyan Shanmugavadivel, B.S. Manjunath, Scott Grafton, Kent Kiehl
Asymmetric Region-to-Image Matching for Comparing Images with Generic Object Categories (PDF) Attribute-Centeric Recognition for Cross-category Generalization
Ali Farhadi, Ian Endres, Derek Hoiem
Authority-Shift Clustering: Hierarchical Clustering by Authority Seeking on Graphs (PDF) Minsu Cho, Kyoung Mu Lee
Automatic Attribution of Ancient Roman Imperial Coins
Ognjen Arandjelovic
Beyond Trees: MRF Inference via Outer-Planar Decomposition (PDF) Dhruv Batra, Andrew Gallagher, Devi Parikh, Tsuhan Chen Breaking the interactive bottleneck in multi-class classification with active selection and binary feedback (PDF) Ajay Joshi, Fatih Porikli, Nikolaos Papanikolopoulos CRAM: Compact Representation of Actions in Movies (PDF, video) Calibration-free gaze sensing using saliency maps (PDF) Clinical Decision Support using Shape-based Similarity Retrieval of Doppler Images
Tanveer Syeda-Mahmood, Pavan Turaga, David Beymer, Fei Wang, Arnon Amir, Kilian Pohl, Hayit Greenspan
Clustering Dynamic Textures with the Hierarchical EM Algorithm (PDF) Co-clustering of Image Segments Using Convex Optimization Applied to EM Neuronal Reconstruction
Shiv Vitaladevuni, Ronen Basri
Comparative object similarity for improved recognition with few or no examples (PDF) Compression of Surface Registration using Beltrami Coefficients
Lok Ming Lui
Consensus Photometric Stereo
Tomoaki Higo, Yasuyuki Matsushita, Katsushi Ikeuchi
Constrained Parametric Min Cuts for Automatic Object Segmentation (PDF) Convex Shape Decomposition (PDF) Liu Hairong, Longin Jan Latecki, Liu Wenyu
Covering Trees and Lower-bounds on Quadratic Assignment (PDF) Delineating Trees in 2D Images and 3D Image Stacks
German Gonzalez, Engin Turetken, Francois Fleuret, Pascal Fua
Dense Non-rigid Surface Registration Using High-Order Graph Matching (PDF) Yun Zeng, Chaohui Wang, Yang Wang, Xianfeng Gu, Dimitris Samaras, Nikos Paragios Diffeomorphic Sulcal Shape Analysis for Cortical Surface Registration
Shantanu Joshi, Ryan Cabeen, Anand Joshi, Roger Woods, Arthur Toga
Direct Image Alignment of Projector-Camera Systems with Planar Surfaces (PDF) Discrete minimum ratio curves and surfaces
Fred Nicolls, Phil Torr
Dominant Orientation Templates for Real-Time Detection of Texture-Less Objects (Abstract, videos) S. Hinterstoisser, V. Lepetit, S. Ilic, P. Fua, N. Navab
Dynamic
Surface Matching by Geodesic Mapping for 3D Animation Transfer
Tony Tung, Takashi Matsuyama
Konstantinos Derpanis, Richard Wildes
Linked Edges as Stable Region Boundaries (PDF)- formely: Edges as Stable Component Tree Region Boundaries Michael Donoser, Hayko Riemenschneider, Horst Bischof
Egomotion using assorted features
Vivek Pradeep, Jongwoo Lim
Estimating Optical Properties of Layered Surfaces Using the Spider Model
Tetsuro Morimoto, Robby Tan, Rei Kawakami, Katsushi Ikeuchi
Exploiting Monge Structures in Optimum Subwindow Search
Senjian An, Patrick Peursum, Wanquan Liu, Svetha Venkatesh, Xaioming Chen
Exploring Facial Expression with Compositional Features
Peng Yang, Qingshan Liu, Metaxas Dimitris
Facial Point Detection using Boosted Regression and Graph Models
Michel Valstar, Brais Martinez, Xavier Binefa, Maja Pantic
Factorization towards a Classifier
Qiang Chen, Shuicheng Yan, Tian Tsong Ng
Finding Dots: Segmentation as Popping out Regions from Boundaries (PDF) Finding Image Distributions on Active Curves
Ismail Ben Ayed, Amar Mitiche, Mohamed Ben Salah, Shuo Li
Finding Meaning on YouTube: Tag Recommendation, Category Discovery and their Implications in Browsing and Search
George Toderici, Hrishikesh Aradhye, Marius Pasca, Luciano Sbaiz, Jay Yagnik
Finding Nemo: Deformable Object Class Modelling using Curve Matching
Mukta Prasad, Andrew Fitzgibbon
Free-Shape Subwindow Search for Object Localization (PDF) Zhiqi Zhang, Yu Cao, Dhaval Salvi, Kenton Oliver, Jarrell Waggoner, Song Wang Geo-location estimation from two shadow trajectories (PDF, project) Geodesic Graph Cut for Interactive Image Segmentation (PDF) Geodesic Star Convexity for Interactive Image Segmentation (PDF) Varun Gulshan, Carsten Rother, Antonio Criminisi, Andrew Blake, Andrew Zisserman Geometric Properties of Multiple Reflections in Catadioptric Camera with Two Planar Mirrors
Xianghua Ying, Kun Peng, Ren Ren, Hongbin Zha
Gradient-directed High Dynamic Range Imaging
Wei Zhang, Cham Wai-Kuen
Group MRF for fMRI Activation Detection
Bernard Ng, Rafeef Abugharbieh, Ghassan Hamarneh
Group Motion Segmentation Using a Spatio-Temporal Driving Force Model
Ruonan Li, Rama Chellappa
Growing semantically meaningful models for visual SLAM
Alexander Flint, Christopher Mei, David Murray
High-Resolution Modeling of Moving and Deforming Objects Using Sparse Geometric and Dense Photometric Measurements (PDF, project, movie) Highly Accurate Boundary Detection and Grouping
Iasonas Kokkinos
Illumination Compensation Using Order Consistency
Vasu Parameswaran
Image Retrieval via Probabilistic Hypergraph Ranking
Yuchi Huang, Qingshan Liu, Shaoting Zhang, Dimitris Metaxas Image Webs: Computing and Exploiting Connectivity in Image Collections (PDF, project, videos) Implicit Hierarchical Boosting for Multi-view Object Detection
Xavier Perrotton, Marc Sturzel, Michel Roux
Ink-Bleed Reduction using Functional Minimization
Grani Adiwena Hanasusanto, Michael Brown, Zheng Wu
Integrated Pedestrian Classification and Orientation Estimation
Line Matching Leveraged By Point Correspondences
Bin Fan, Fuchao Wu, Zhanyi Hu
Live Dense Reconstruction with a Single Moving Camera (PDF) Local Deformation Profile for Cross-Expression Motion-Based Face Recognition
Ning Ye, Terence Sim
Localizing Non-Overlapping Surveillance Cameras under the L-Infinity Norm
Branislav Micusik, Roman Pflugfelder
Lymph Node Detection in 3-D Chest CT using a Spatial Prior Probability
Johannes Feulner, Kevin Zhou, Martin Huber, Joachim Hornegger, Comaniciu Dorin, Alexander Cavallaro
Making Boltzmann Machines Sharper by Using Dissatisfied Covariance Constraints
Marc'Aurelio Ranzato, Geoffrey Hinton
Masked FFT Registration
Dirk Padfield
Metric-Induced Optimal Embedding for Intrinsic 3D Shape Analysis
Rongjie Lai, Yonggang Shi, Kevin Scheibel, Scott Fears, Roger Woods, Arthur Toga, Tony Chan
Model-Based Respiratory Motion Compensation for Image-Guided Cardiac Interventions
Matthias Schneider, Hari Sundar
Modeling and Estimating Persistent Motion with Geometric Flows
Dahua Lin, Eric Grimson, John Fisher
Monocular SLAM with Locally Planar Landmarks via Geometric Rao-Blackwellized Particle Filtering on Lie groups (PDF, video) Junghyun Kwon, Kyoung Mu Lee
Morphable Reflectance Fields for Enhancing Face Recognition (PDF) Luis Alvarez, Luis Baumela, Pedro Henriquez, Pablo Marquez-Neila
Motion Fields to Predict Play Evolution in Dynamic Sport Scenes
Kihwan Kim, Matthias Grundmann, Ariel Shamir, Iain Matthews, Jessica Hodgins, Irfan Essa
Moving Vistas: Exploiting Motion for Describing Scenes (PDF) Multi-Structure Model Selection via Kernel Optimization
Tat-Jun Chin, David Suter, Hanzi Wang
Multi-Target Tracking of Time-varying Spatial Patterns (PDF) Jingchen Liu, Yanxi Liu
Multi-View Object Class Detection With a 3D Geometric Model (PDF) Joerg Liebelt, Cordelia Schmid
Multi-domain, Higher Order Level Set Scheme for 3D Image Segmentation on the GPU
Ojaswa Sharma, Qin Zhang, Françs Anton, Chandrajit Bajaj
Multiple Object Detection by Sequential Monte Carlo and Hierarchical Detection Network
Michal Sofka, Jingdan Zhang, Kevin Zhou, Comaniciu Dorin
Multisensor-Fusion for 3D Full-Body Human Motion Capture (dataset) Gerard Pons-Moll, Andreas Baak, Thomas Helten, Meinard Mueller, Hans-Peter Seidel, Bodo Rosenhahn Natural Gradients for Deformable Registration (Abstract) Neuron Geometry Extraction by Perceptual Grouping in ssTEM images
Verena Kaynig, Thomas Fuchs, Joachim Buhmann
Novel Observation Model for Probabilistic Object Tracking
Dawei Liang, Qingming Huang, Hongxun Yao, Shuqiang Jiang, wen Gao
Object Cut: Complex 3D Object Reconstruction through Line Drawing Separation
Tianfan Xue, Jianzhuang Liu, Xiaoou Tang
Object Detection via Boundary Structure Segmentation (PDF) Object Recognition as Ranking Holistic Figure-Ground Hypotheses (PDF) Object-to-Object Color Transfer: Optimal Flows and SMSP Transformations (PDF) One-Shot Multi-Set Non-rigid Feature-Spatial Matching
Marwan Torki, Ahmed Elgammal
Optimal Coded Sampling for Temporal Super-Resolution (PDF) Amit Agrawal, Mohit Gupta, Ashok Veeraraghavan, Srinivasa Narasimhan
Optimizing Kd-trees for Scalable Visual Descriptor Matching
You Jia, Jingdong Wang, Gang Zeng, Xian-Sheng Hua
Pareto-optimal Dictionaries for Signatures (PDF) M. Calonder, V. Lepetit, P. Fua
Person Re-Identification by Symmetry-Driven Accumulation of Local Features
Michela Farenzena, Loris Bazzani, Alessandro Perina, Vittorio Murino, Marco Cristani
Player Localization Using Multiple Static Cameras for Sports Visualization
Raffay Hamid, Ramkrishan Kumar, Matthias Grundmann, Kihwan Kim, Irfan Essa, Jessica Hodgins
Point-Based Non-Rigid Surface Registration with Accuracy Estimation
Hidekata Hontani, Wataru Watanabe
Probabilistic 3D Occupancy Flow with Latent Silhouette Cues (PDF) Li Guan, Jean-Sebastien Franco, Edmond Boyer, Marc Pollefeys
Recognizing Human Actions from Still Images with Latent Poses
Weilong Yang, Yang Wang, Greg Mori
Reconstruction of Display and Eyes from a Single Image
Dirk Schnieders, Xingdou Fu, Kwan-Yee Wong
Recovering Fluid-type Motions Using Navier-Stokes Potential Flow (PDF) Feng Li, Liwei Xu, Philippe Guyenne, Jingyi Yu Recovering Thin Structures via Nonlocal-Means Regularization with Application to Depth from Defocus
Paolo Favaro
Rectification of figures and photos in document images using bounding box interface
Hyung Il Koo, Nam Ik Cho
Relaxing the 3L algorithm for an accurate implicit polynomial fitting (PDF) Removing Rolling Shutter Wobble (PDF) Simon Baker, Eric Bennett, Sing Bing Kang, Richard Szeliski
Robust Classification of Objects, Faces, and Flowers Using Natural Image Statistics (PDF) Scene Understanding by Statistical Modeling of Patterns from Optical Flow
Imran Saleemi
Search Strategies for Multiple Landmark Detection by Submodular Maximization
David Liu, Kevin Zhou, Comaniciu Dorin
Semantic Label Propagation in Video Sequences
Vijay Badrinarayanan, Fabio Galasso, Roberto Cipolla
Shape and Refractive Index Recovery from Single-View Polarisation Images
Cong Phuoc Huynh, Antonio Robles-Kelly, Edwin Hancock
Sign Ambiguity Resolution for Phase Demodulation in Interferometry with Application to Prelens Tear Film Analysis
Dijia Wu, Kim Boyer
Silhouette Transformation based on Walking Speed for Gait Identification
Yasushi Makihara, Akira Tsuji, Yasushi Yagi
Spatialized Epitome and Its Applications
Xinqi Chu, Shuicheng Yan, Liyuan Li, Kap Luk Chan, Thomas Huang
Specular Surface Reconstruction from Sparse Reflection Correspondences (PDF) Surface Color Estimation Based on Inter- and Intra-Pixel Relationships in Outdoor Scenes
Shun Hirose, Tsuyoshi Suenaga, Kentaro Takemura, Rei Kawakami, Jun Takamatsu, Tsukasa Ogasawara
Surface Extraction from Binary Volumes with Higher-Order Smoothness (PDF) Surface Stereo with Soft Segmentation (PDF) Tag-based Web Photo Retrieval Improved by Batch Mode Re-Tagging (PDF) Lin Chen, Dong Xu, Wai-Hung Tsang, Jiebo Luo
Taxonomic Classification for Web-based Videos
Yang Song, Ming Zhao, Jay Yagnik, Xiaoyun Wu
Curious Snakes: A Minimum-Latency Solution to the Cluttered Background Problem in Active Contours (PDF) - formely: The Cluttered Background Problem for Active Contours: A Minimum-Latency Solution Total Bregman Divergence and its Applications to Shape Retrieval
Meizhu Liu, Baba Vemuri, Shun-ichi Amari, Frank Nielsen
Tracking People Interacting with Objects (PDF) Trajectory Matching from Unsynchronized Videos
Han Hu, Jie Zhou
Transductive Segmentation of Live Video with Non-stationary Background
Zhong Fan, Qin Xueying, Peng Qunsheng
Triangulation Made Easy
Peter Lindstrom
Two Perceptually Motivated Strategies for Shape Classification (PDF) Andrew Temlyakov, Brent Munsell, Jarrell Waggoner, Song Wang Unified Graph Matching in Euclidean Spaces (PDF) Use Bin-Ratio Information for Category and Scene Classification (PDF) Vehicle Detection and Tracking in Wide Field-of-View Aerial Video
Jianjian Xiao, Hui Cheng, Harpreet Sawhney, Feng Han
Visual Recognition and Detection Under Bounded Computational Resources (PDF) Visual Recognition using Mappings that Replicate Margins
Lior Wolf, Nathan Manor
Warping Background Subtraction (PDF)
