CVPR 2014

540 papers

Realtime and Robust Hand Tracking from Depth

Chen Qian, Xiao Sun, Yichen Wei, Xiaoou Tang, Jian Sun

Local Layering for Joint Motion Estimation and Occlusion Detection

Deqing Sun, Ce Liu, Hanspeter Pfister

Adaptive Color Attributes for Real-Time Visual Tracking

Martin Danelljan, Fahad Shahbaz Khan, Michael Felsberg, Joost van de Weijer

Finding the Subspace Mean or Median to Fit Your Need

Tim Marrinan, J. Ross Beveridge, Bruce Draper, Michael Kirby, Chris Peterson

Stable Learning in Coding Space for Multi-Class Decoding and Its Extension for Multi-Class Hypothesis Transfer Learning

Bang Zhang, Yi Wang, Yang Wang, Fang Chen

Merging SVMs with Linear Discriminant Analysis: A Combined Model

Symeon Nikitidis, Stefanos Zafeiriou, Maja Pantic

Kernel-PCA Analysis of Surface Normals for Shape-from-Shading

Patrick Snape, Stefanos Zafeiriou

Fantope Regularization in Metric Learning

Marc T. Law, Nicolas Thome, Matthieu Cord

Empirical Minimum Bayes Risk Prediction: How to Extract an Extra Few % Performance from Vision Models with Just Three More Parameters

Vittal Premachandran, Daniel Tarlow, Dhruv Batra

Learning Inhomogeneous FRAME Models for Object Patterns

Jianwen Xie, Wenze Hu, Song-chun Zhu, Ying Nian Wu

Predicting Multiple Attributes via Relative Multi-task Learning

Lin Chen, Qiang Zhang, baoxin Li

Subspace Clustering for Sequential Data

Stephen Tierney, Junbin Gao, Yi Guo

Optimizing Average Precision using Weakly Supervised Data

Aseem Behl, C. V. Jawahar, M. Pawan Kumar

Bregman Divergences for Infinite Dimensional Covariance Matrices

Mehrtash Harandi, Mathieu Salzmann, Fatih Porikli

Simultaneous Twin Kernel Learning using Polynomial Transformations for Structured Prediction

Chetan Tonde, Ahmed Elgammal

Transitive Distance Clustering with K-Means Duality

Zhiding Yu, Chunjing XU, Deyu Meng, Zhuo Hui, Fanyi Xiao

Hash-SVM: Scalable Kernel Machines for Large-Scale Visual Classification

Yadong Mu, Gang Hua, Wei Fan, Shih-fu Chang

Random Laplace Feature Maps for Semigroup Kernels on Histograms

Jiyan Yang, Vikas Sindhwani, Quanfu Fan, Haim Avron, Michael W. Mahoney

Beta Process Multiple Kernel Learning

Bingbing Ni, Teng Li, Pierre Moulin

Image Reconstruction from Bag-of-Visual-Words

Hiroharu Kato, Tatsuya Harada

Informed Haar-like Features Improve Pedestrian Detection

Shanshan Zhang, Christian Bauckhage, Armin B. Cremers

Product Sparse Coding

Tiezheng Ge, Kaiming He, Jian Sun

Additive Quantization for Extreme Vector Compression

Artem Babenko, Victor Lempitsky

Accurate Object Detection with Joint Classification-Regression Random Forests

Samuel Schulter, Christian Leistner, Paul Wohlhart, Peter M. Roth, Horst Bischof

Capturing Long-tail Distributions of Object Subcategories

Xiangxin Zhu, Dragomir Anguelov, Deva Ramanan

Compact Representation for Image Classification: To Choose or to Compress?

Yu Zhang, Jianxin Wu, Jianfei Cai

Switchable Deep Network for Pedestrian Detection

Ping Luo, Yonglong Tian, Xiaogang Wang, Xiaoou Tang

The Role of Context for Object Detection and Semantic Segmentation in the Wild

Roozbeh Mottaghi, Xianjie Chen, Xiaobai Liu, Nam-Gyu Cho, Seong-Whan Lee

Salient Region Detection via High-Dimensional Color Transform

Jiwhan Kim, Dongyoon Han, Yu-Wing Tai, Junmo Kim

Talking Heads: Detecting Humans and Recognizing Their Interactions

Minh Hoai, Andrew Zisserman

Continuous Manifold Based Adaptation for Evolving Visual Domains

Judy Hoffman, Trevor Darrell, Kate Saenko

Catherine Wah, Grant Van Horn, Steve Branson, Subhransu Maji, Pietro Perona

Ask the Image: Supervised Pooling to Preserve Feature Locality

Sean Ryan Fanello, Nicoletta Noceti, Carlo Ciliberto, Giorgio Metta, Francesca Odone

Towards Unified Human Parsing and Pose Estimation

Jian Dong, Qiang Chen, Xiaohui Shen, Jianchao Yang, Shuicheng Yan

Learning Receptive Fields for Pooling from Tensors of Feature Response

Can Xu, Nuno Vasconcelos

StoryGraphs: Visualizing Character Interactions as a Timeline

Makarand Tapaswi, Martin Bauml, Rainer Stiefelhagen

A Multigraph Representation for Improved Unsupervised/Semi-supervised Learning of Human Actions

Simon Jones, Ling Shao

Discriminative Hierarchical Modeling of Spatio-Temporally Composable Human Activities

Ivan Lillo, Alvaro Soto, Juan Carlos Niebles

Super Normal Vector for Activity Recognition Using Depth Sequences

Xiaodong Yang, YingLi Tian

Incremental Activity Modeling and Recognition in Streaming Videos

Mahmudul Hasan, Amit K. Roy-Chowdhury

Complex Activity Recognition using Granger Constrained DBN (GCDBN) in Sports and Surveillance Video

Eran Swears, Anthony Hoogs, Qiang Ji, Kim Boyer

The Language of Actions: Recovering the Syntax and Semantics of Goal-Directed Human Activities

Hilde Kuehne, Ali Arslan, Thomas Serre

Range-Sample Depth Feature for Action Recognition

Cewu Lu, Jiaya Jia, Chi-Keung Tang

Human Action Recognition Across Datasets by Foreground-weighted Histogram Decomposition

Waqas Sultani, Imran Saleemi

Multiple Granularity Analysis for Fine-grained Action Detection

Bingbing Ni, Vignesh R. Paramathayalan, Pierre Moulin

Actionness Ranking with Lattice Conditional Ordinal Random Fields

Wei Chen, Caiming Xiong, Ran Xu, Jason J. Corso

Action Localization with Tubelets from Motion

Mihir Jain, Jan van Gemert, Herve Jegou, Patrick Bouthemy, Cees G.M. Snoek

Seeing What You're Told: Sentence-Guided Activity Recognition In Video

Narayanaswamy Siddharth, Andrei Barbu, Jeffrey Mark Siskind

Leveraging Hierarchical Parametric Networks for Skeletal Joints Based Action Segmentation and Recognition

Di Wu, Ling Shao

Discrete-Continuous Depth Estimation from a Single Image

miaomiao Liu, Mathieu Salzmann, Xuming He

Stable Template-Based Isometric 3D Reconstruction in All Imaging Conditions by Linear Least-Squares

Ajad Chhatkuli, Daniel Pizarro, Adrien Bartoli

When 3D Reconstruction Meets Ubiquitous RGB-D Images

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

Separation of Line Drawings Based on Split Faces for 3D Object Reconstruction

Changqing Zou, Heng Yang, Jianzhuang Liu

Single-View 3D Scene Parsing by Attributed Grammar

Xiaobai Liu, Yibiao Zhao, Song-chun Zhu

Quality Dynamic Human Body Modeling Using a Single Low-cost Depth Camera

Qing Zhang, Bo Fu, Mao Ye, Ruigang Yang

Human Body Shape Estimation Using a Multi-Resolution Manifold Forest

Frank Perbet, Sam Johnson, Minh-Tri Pham, Bjorn Stenger

Frequency-Based 3D Reconstruction of Transparent and Specular Objects

Ding Liu, Xida Chen, Yee-Hong Yang

Class Specific 3D Object Shape Priors Using Surface Normals

Christian Häne, Nikolay Savinov, Marc Pollefeys

User-Specific Hand Modeling from Monocular Depth Sequences

Jonathan Taylor, Richard Stebbing, Varun Ramakrishna, Cem Keskin, Jamie Shotton

Data-driven Flower Petal Modeling with Botany Priors

Chenxi Zhang, Mao Ye, Bo Fu, Ruigang Yang

Piecewise Planar and Compact Floorplan Reconstruction from Images

Ricardo Cabral, Yasutaka Furukawa

Rate-Invariant Analysis of Trajectories on Riemannian Manifolds with Application in Visual Speech Recognition

Jingyong Su, Anuj Srivastava, Fillipe D. M. de Souza, Sudeep Sarkar

Parsing Videos of Actions with Segmental Grammars

Hamed Pirsiavash, Deva Ramanan

Unsupervised Spectral Dual Assignment Clustering of Human Actions in Context

Simon Jones, Ling Shao

Multi-View Super Vector for Action Recognition

Zhuowei Cai, Limin Wang, Xiaojiang Peng, Yu Qiao

Human Action Recognition by Representing 3D Skeletons as Points in a Lie Group

Raviteja Vemulapalli, Felipe Arrate, Rama Chellappa

Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation

Ross Girshick, Jeff Donahue, Trevor Darrell, Jitendra Malik

Anytime Recognition of Objects and Scenes

Sergey Karayev, Mario Fritz, Trevor Darrell

Hierarchical Subquery Evaluation for Active Learning on a Graph

Oisin Mac Aodha, Neill D.F. Campbell, Jan Kautz, Gabriel J. Brostow

Covariance Trees for 2D and 3D Processing

Thierry Guillemot, Andres Almansa, Tamy Boubekeur

Optimal Decisions from Probabilistic Models: The Intersection-over-Union Case

Sebastian Nowozin

Relative Pose Estimation for a Multi-Camera System with Known Vertical Direction

Gim Hee Lee, Marc Pollefeys, Friedrich Fraundorfer

Accurate Localization and Pose Estimation for Large 3D Models

Linus Svarm, Olof Enqvist, Magnus Oskarsson, Fredrik Kahl

Two-View Camera Housing Parameters Calibration for Multi-Layer Flat Refractive Interface

Xida Chen, Yee-Hong Yang

Discriminative Feature-to-Point Matching in Image-Based Localization

Michael Donoser, Dieter Schmalstieg

Finding Vanishing Points via Point Alignments in Image Primal and Dual Domains

José Lezama, Rafael Grompone von Gioi, Gregory Randall, Jean-Michel Morel

Very Fast Solution to the PnP Problem with Algebraic Outlier Rejection

Luis Ferraz, Xavier Binefa, Francesc Moreno-Noguer

Efficient Pruning LMI Conditions for Branch-and-Prune Rank and Chirality-Constrained Estimation of the Dual Absolute Quadric

Adlane Habed, Danda Pani Paudel, Cedric Demonceaux, David Fofi

Stereo under Sequential Optimal Sampling: A Statistical Analysis Framework for Search Space Reduction

Yilin Wang, Ke Wang, Enrique Dunn, Jan-Michael Frahm

On Projective Reconstruction In Arbitrary Dimensions

Behrooz Nasihatkon, Richard Hartley, Jochen Trumpf

Fast, Approximate Piecewise-Planar Modeling Based on Sparse Structure-from-Motion and Superpixels

Andras Bodis-Szomoru, Hayko Riemenschneider, Luc Van Gool

Minimal Scene Descriptions from Structure from Motion Models

Song Cao, Noah Snavely

Simultaneous Localization and Calibration: Self-Calibration of Consumer Depth Cameras

Qian-Yi Zhou, Vladlen Koltun

Efficient Computation of Relative Pose for Multi-Camera Systems

Laurent Kneip, Hongdong Li

Partial Symmetry in Polynomial Systems and its Applications in Computer Vision

Yubin Kuang, Yinqiang Zheng, Kalle Åström

A General and Simple Method for Camera Pose and Focal Length Determination

Yinqiang Zheng, Shigeki Sugimoto, Imari Sato, Masatoshi Okutomi

A Minimal Solution to the Generalized Pose-and-Scale Problem

Jonathan Ventura, Clemens Arth, Gerhard Reitmayr, Dieter Schmalstieg

Timing-Based Local Descriptor for Dynamic Surfaces

Tony Tung, Takashi Matsuyama

Large Scale Multi-view Stereopsis Evaluation

Rasmus Jensen, Anders Dahl, George Vogiatzis, Engin Tola, Henrik Aanaes

Iterative Multilevel MRF Leveraging Context and Voxel Information for Brain Tumour Segmentation in MRI

Nagesh Subbanna, Doina Precup, Tal Arbel

Error-tolerant Scribbles Based Interactive Image Segmentation

Junjie Bai, Xiaodong Wu

Laplacian Coordinates for Seeded Image Segmentation

Wallace Casaca, Luis Gustavo Nonato, Gabriel Taubin

SeamSeg: Video Object Segmentation using Patch Seams

S. Avinash Ramakanth, R. Venkatesh Babu

Joint Motion Segmentation and Background Estimation in Dynamic Scenes

Adeel Mumtaz, Weichen Zhang, Antoni B. Chan

Multiple Structured-Instance Learning for Semantic Segmentation with Uncertain Training Data

Feng-Ju Chang, Yen-yu Lin, Kuang-Jui Hsu

Point Matching in the Presence of Outliers in Both Point Sets: A Concave Optimization Approach

Wei Lian, Lei Zhang

Efficient Hierarchical Graph-Based Segmentation of RGBD Videos

Steven Hickson, Stan Birchfield, Irfan Essa, Henrik Christensen

RIGOR: Reusing Inference in Graph Cuts for Generating Object Regions

Ahmad Humayun, Fuxin Li, James M. Rehg

Multiscale Combinatorial Grouping

Pablo Arbelaez, Jordi Pont-Tuset, Jonathan T. Barron, Ferran Marques, Jitendra Malik

Max-Margin Boltzmann Machines for Object Segmentation

Jimei Yang, Simon Safar, Ming-Hsuan Yang