CVPR 2014

540 papers

3D-aided Face Recognition Robust to Expression and Pose Variations

Baptiste Chu, Sami Romdhani, Liming Chen

Deep Learning Face Representation from Predicting 10,000 Classes

Yi Sun, Xiaogang Wang, Xiaoou Tang

Stacked Progressive Auto-Encoders (SPAE) for Face Recognition Across Poses

Meina Kan, Shiguang Shan, Hong Chang, Xilin Chen

Discriminative Deep Metric Learning for Face Verification in the Wild

Junlin Hu, Jiwen Lu, Yap-Peng Tan

One Millisecond Face Alignment with an Ensemble of Regression Trees

Vahid Kazemi, Josephine Sullivan

Incremental Face Alignment in the Wild

Akshay Asthana, Stefanos Zafeiriou, Shiyang Cheng, Maja Pantic

Gauss-Newton Deformable Part Models for Face Alignment in-the-Wild

Georgios Tzimiropoulos, Maja Pantic

Efficient Boosted Exemplar-based Face Detection

Haoxiang Li, Zhe Lin, Jonathan Brandt, Xiaohui Shen, Gang Hua

Head Pose Estimation Based on Multivariate Label Distribution

Xin Geng, Yu Xia

Towards Multi-view and Partially-Occluded Face Alignment

Junliang Xing, Zhiheng Niu, Junshi Huang, Weiming Hu, Shuicheng Yan

Learning-by-Synthesis for Appearance-based 3D Gaze Estimation

Yusuke Sugano, Yasuyuki Matsushita, Yoichi Sato

Automatic Construction of Deformable Models In-The-Wild

Epameinondas Antonakos, Stefanos Zafeiriou

Facial Expression Recognition via a Boosted Deep Belief Network

Ping Liu, Shizhong Han, Zibo Meng, Yan Tong

Non-Parametric Bayesian Constrained Local Models

Pedro Martins, Rui Caseiro, Jorge Batista

RAPS: Robust and Efficient Automatic Construction of Person-Specific Deformable Models

Christos Sagonas, Yannis Panagakis, Stefanos Zafeiriou, Maja Pantic

A Hierarchical Probabilistic Model for Facial Feature Detection

Yue Wu, Ziheng Wang, Qiang Ji

Geometric Generative Gaze Estimation (G3E) for Remote RGB-D Cameras

Kenneth Alberto Funes Mora, Jean-Marc Odobez

Unified Face Analysis by Iterative Multi-Output Random Forests

Xiaowei Zhao, Tae-kyun Kim, Wenhan Luo

Who Do I Look Like? Determining Parent-Offspring Resemblance via Gated Autoencoders

Afshin Dehghan, Enrique G. Ortiz, Ruben Villegas, Mubarak Shah

Learning Expressionlets on Spatio-Temporal Manifold for Dynamic Facial Expression Recognition

Mengyi Liu, Shiguang Shan, Ruiping Wang, Xilin Chen

Nonparametric Context Modeling of Local Appearance for Pose- and Expression-Robust Facial Landmark Localization

Brandon M. Smith, Jonathan Brandt, Zhe Lin, Li Zhang

Convolutional Neural Networks for No-Reference Image Quality Assessment

Le Kang, Peng Ye, Yi Li, DAVID DOERMANN

Large-scale Video Classification with Convolutional Neural Networks

Andrej Karpathy, George Toderici, Sanketh Shetty, Thomas Leung, Rahul Sukthankar

Learning and Transferring Mid-Level Image Representations using Convolutional Neural Networks

Maxime Oquab, Léon Bottou, Ivan Laptev, Josef Sivic

Filter Forests for Learning Data-Dependent Convolutional Kernels

Sean Ryan Fanello, Cem Keskin, Pushmeet Kohli, Shahram Izadi, Jamie Shotton

DeepFace: Closing the Gap to Human-Level Performance in Face Verification

Yaniv Taigman, Ming Yang, Marc'aurelio Ranzato, Lior Wolf

A Compact and Discriminative Face Track Descriptor

Omkar M. Parkhi, Karen Simonyan, Andrea Vedaldi, Andrew Zisserman

Face Alignment at 3000 FPS via Regressing Local Binary Features

Shaoqing Ren, Xudong Cao, Yichen Wei, Jian Sun

Learning Euclidean-to-Riemannian Metric for Point-to-Set Classification

Zhiwu Huang, Ruiping Wang, Shiguang Shan, Xilin Chen

3D Pictorial Structures for Multiple Human Pose Estimation

Vasileios Belagiannis, Sikandar Amin, Mykhaylo Andriluka, Bernt Schiele, Nassir Navab

Iterated Second-Order Label Sensitive Pooling for 3D Human Pose Estimation

Catalin Ionescu, Joao Carreira, Cristian Sminchisescu

DeepPose: Human Pose Estimation via Deep Neural Networks

Alexander Toshev, Christian Szegedy

Learning Scalable Discriminative Dictionary with Sample Relatedness

Jiashi Feng, Stefanie Jegelka, Shuicheng Yan, Trevor Darrell

PANDA: Pose Aligned Networks for Deep Attribute Modeling

Ning Zhang, Manohar Paluri, Marc'aurelio Ranzato, Trevor Darrell, Lubomir Bourdev

Decorrelating Semantic Visual Attributes by Resisting the Urge to Share

Dinesh Jayaraman, Fei Sha, Kristen Grauman

Learning to Detect Ground Control Points for Improving the Accuracy of Stereo Matching

Aristotle Spyropoulos, Nikos Komodakis, Philippos Mordohai

Graph Cut based Continuous Stereo Matching using Locally Shared Labels

Tatsunori Taniai, Yasuyuki Matsushita, Takeshi Naemura

Fast and Reliable Two-View Translation Estimation

Johan Fredriksson, Olof Enqvist, Fredrik Kahl

Asymmetrical Gauss Mixture Models for Point Sets Matching

Wenbing Tao, Kun Sun

Cross-Scale Cost Aggregation for Stereo Matching

Kang Zhang, Yuqiang Fang, Dongbo Min, Lifeng Sun, Shiqiang Yang

Efficient High-Resolution Stereo Matching using Local Plane Sweeps

Sudipta N. Sinha, Daniel Scharstein, Richard Szeliski

On the Quotient Representation for the Essential Manifold

Roberto Tron, Kostas Daniilidis

Robust Scale Estimation in Real-Time Monocular SFM for Autonomous Driving

Shiyu Song, Manmohan Chandraker

Good Vibrations: A Modal Analysis Approach for Sequential Non-Rigid Structure from Motion

Antonio Agudo, Lourdes Agapito, Begona Calvo, Jose M. M. Montiel

A Procrustean Markov Process for Non-Rigid Structure Recovery

Minsik Lee, Chong-Ho Choi, Songhwai Oh

Complex Non-Rigid Motion 3D Reconstruction by Union of Subspaces

Yingying Zhu, Dong Huang, Fernando De la Torre, Simon Lucey

Probabilistic Labeling Cost for High-Accuracy Multi-View Reconstruction

Ilya Kostrikov, Esther Horbert, Bastian Leibe

Recovering Surface Details under General Unknown Illumination Using Shading and Coarse Multi-view Stereo

Di Xu, Qi Duan, Jianming Zheng, Juyong Zhang, Jianfei Cai

Light Field Stereo Matching Using Bilateral Statistics of Surface Cameras

Can Chen, Haiting Lin, Zhan Yu, Sing Bing Kang, Jingyi Yu

PatchMatch Based Joint View Selection and Depthmap Estimation

Enliang Zheng, Enrique Dunn, Vladimir Jojic, Jan-Michael Frahm

High Resolution 3D Shape Texture from Multiple Videos

Vagia Tsiminaki, Jean-Sebastien Franco, Edmond Boyer

The Photometry of Intrinsic Images

Marc Serra, Olivier Penacchio, Robert Benavente, Maria Vanrell, Dimitris Samaras

Photometric Bundle Adjustment for Dense Multi-View 3D Modeling

Amael Delaunoy, Marc Pollefeys

Fast and Robust Archetypal Analysis for Representation Learning

Yuansi Chen, Julien Mairal, Zaïd Harchaoui

Spectral Clustering with Jensen-type Kernels and their Multi-point Extensions

Debarghya Ghoshdastidar, Ambedkar Dukkipati, Ajay P. Adsul, Aparna S. Vijayan

Co-localization in Real-World Images

Kevin Tang, Armand Joulin, Li-jia Li, Li Fei-fei

A Fast and Robust Algorithm to Count Topologically Persistent Holes in Noisy Clouds

Vitaliy Kurlin

Constructing Robust Affinity Graphs for Spectral Clustering

Xiatian Zhu, Chen Change Loy, Shaogang Gong

Learning to Learn, from Transfer Learning to Domain Adaptation: A Unifying Perspective

Novi Patricia, Barbara Caputo

Scalable Multitask Representation Learning for Scene Classification

Maksim Lapin, Bernt Schiele, Matthias Hein

Instance-weighted Transfer Learning of Active Appearance Models

Daniel Haase, Erik Rodner, Joachim Denzler

Recognizing RGB Images by Learning from RGB-D Data

Lin Chen, Wen Li, Dong Xu

Transfer Joint Matching for Unsupervised Domain Adaptation

Mingsheng Long, Jianmin Wang, guiguang ding, Jiaguang Sun, Philip S. Yu

Deep Fisher Kernels - End to End Learning of the Fisher Kernel GMM Parameters

Vladyslav Sydorov, Mayu Sakurada, Christoph H. Lampert

Attributed Graph Mining and Matching: An Attempt to Define and Extract Soft Attributed Patterns

Quanshi Zhang, Xuan Song, Xiaowei Shao, Huijing Zhao, Ryosuke Shibasaki

Learning Fine-grained Image Similarity with Deep Ranking

Jiang Wang, Yang Song, Thomas Leung, Chuck Rosenberg, Jingbin Wang

Model Transport: Towards Scalable Transfer Learning on Manifolds

Oren Freifeld, Soren Hauberg, Michael J. Black

Topic Modeling of Multimodal Data: An Autoregressive Approach

Yin Zheng, Yu-Jin Zhang, Hugo Larochelle

Higher-Order Clique Reduction Without Auxiliary Variables

Hiroshi Ishikawa

Scanline Sampler without Detailed Balance: An Efficient MCMC for MRF Optimization

Wonsik Kim, Kyoung Mu Lee

Multi Label Generic Cuts: Optimal Inference in Multi Label Multi Clique MRF-MAP Problems

Chetan Arora, S.N. Maheshwari

Fast Approximate Inference in Higher Order MRF-MAP Labeling Problems

Chetan Arora, Subhashis Banerjee, Prem Kalra, S.N. Maheshwari

A Principled Approach for Coarse-to-Fine MAP Inference

Christopher Zach

A Compositional Model for Low-Dimensional Image Set Representation

Hossein Mobahi, Ce Liu, William T. Freeman

Efficient Nonlinear Markov Models for Human Motion

Andreas M. Lehrmann, Peter V. Gehler, Sebastian Nowozin

Occlusion Geodesics for Online Multi-Object Tracking

Horst Possegger, Thomas Mauthner, Peter M. Roth, Horst Bischof

A Probabilistic Framework for Multitarget Tracking with Mutual Occlusions

Menglong Yang, Yiguang Liu, Longyin Wen, Zhisheng You, Stan Z. Li

Bi-label Propagation for Generic Multiple Object Tracking

Wenhan Luo, Tae-kyun Kim, Bjorn Stenger, Xiaowei Zhao, Roberto Cipolla

Multiple Target Tracking Based on Undirected Hierarchical Relation Hypergraph

Longyin Wen, Wenbo Li, Junjie Yan, Zhen Lei, Dong Yi

Subspace Tracking under Dynamic Dimensionality for Online Background Subtraction

Matthew Berger, Lee M. Seversky

Speeding Up Tracking by Ignoring Features

Lu Zhang, Hamdi Dibeklioglu, Laurens van der Maaten

Partial Occlusion Handling for Visual Tracking via Robust Part Matching

Tianzhu Zhang, Kui Jia, Changsheng Xu, Yi Ma, Narendra Ahuja

Diversity-Enhanced Condensation Algorithm and Its Application for Robust and Accurate Endoscope Three-Dimensional Motion Tracking

Xiongbiao Luo, Ying Wan, Xiangjian He, jie Yang, Kensaku Mori

An Online Learned Elementary Grouping Model for Multi-target Tracking

Xiaojing Chen, Zhen Qin, Le An, Bir Bhanu

Tracklet Association with Online Target-Specific Metric Learning

Bing Wang, Gang Wang, Kap Luk Chan, Li Wang

Pyramid-based Visual Tracking Using Sparsity Represented Mean Transform

Zhe Zhang, Kin Hong Wong

Robust Online Multi-Object Tracking based on Tracklet Confidence and Online Discriminative Appearance Learning

Seung-Hwan Bae, Kuk-Jin Yoon

Rigid Motion Segmentation using Randomized Voting

Heechul Jung, Jeongwoo Ju, Junmo Kim

Multi-Forest Tracker: A Chameleon in Tracking

David J. Tan, Slobodan Ilic

Multi-Cue Visual Tracking Using Robust Feature-Level Fusion Based on Joint Sparse Representation

Xiangyuan Lan, Andy J. Ma, Pong C. Yuen

Persistent Tracking for Wide Area Aerial Surveillance

Jan Prokaj, Gérard Medioni

Scene Labeling Using Beam Search Under Mutex Constraints

Anirban Roy, Sinisa Todorovic

Partial Optimality by Pruning for MAP-inference with General Graphical Models

Paul Swoboda, Bogdan Savchynskyy, Jorg H. Kappes, Christoph Schnörr

Maximum Persistency in Energy Minimization

Alexander Shekhovtsov

Submodularization for Binary Pairwise Energies

Lena Gorelick, Yuri Boykov, Olga Veksler, Ismail Ben Ayed, Andrew Delong

Energy Based Multi-model Fitting & Matching for 3D Reconstruction

Hossam Isack, Yuri Boykov

A Primal-Dual Algorithm for Higher-Order Multilabel Markov Random Fields

Alexander Fix, Chen Wang, Ramin Zabih

Multi-Object Tracking via Constrained Sequential Labeling

Sheng Chen, Alan Fern, Sinisa Todorovic

MAP Visibility Estimation for Large-Scale Dynamic 3D Reconstruction

Hanbyul Joo, Hyun Soo Park, Yaser Sheikh

Multi-Output Learning for Camera Relocalization

Abner Guzmán-rivera, Pushmeet Kohli, Ben Glocker, Jamie Shotton, Toby Sharp