CVPR 2015

602 papers

Fine-Grained Visual Categorization via Multi-Stage Metric Learning

Qi Qian, Rong Jin, Shenghuo Zhu, Yuanqing Lin

Multi-Task Deep Visual-Semantic Embedding for Video Thumbnail Selection

Wu Liu, Tao Mei, Yongdong Zhang, Cherry Che, Jiebo Luo

Motion Part Regularization: Improving Action Recognition via Trajectory Selection

Bingbing Ni, Pierre Moulin, Xiaokang Yang, Shuicheng Yan

Small Instance Detection by Integer Programming on Object Density Maps

Zheng Ma, Lei Yu, Antoni B. Chan

Unifying Holistic and Parts-Based Deformable Model Fitting

Joan Alabort-i-Medina, Stefanos Zafeiriou

Image Retrieval Using Scene Graphs

Justin Johnson, Ranjay Krishna, Michael Stark, Li-jia Li, David Shamma

Project-Out Cascaded Regression With an Application to Face Alignment

Georgios Tzimiropoulos

Learning With Dataset Bias in Latent Subcategory Models

Dimitris Stamos, Samuele Martelli, Moin Nabi, Andrew McDonald, Vittorio Murino

Semantic Object Segmentation via Detection in Weakly Labeled Video

Yu Zhang, Xiaowu Chen, Jia Li, Chen Wang, Changqun Xia

Bayesian Sparse Representation for Hyperspectral Image Super Resolution

Naveed Akhtar, Faisal Shafait, Ajmal Mian

Image Parsing With a Wide Range of Classes and Scene-Level Context

Marian George

Active Learning for Structured Probabilistic Models With Histogram Approximation

Qing Sun, Ankit Laddha, Dhruv Batra

Generalized Tensor Total Variation Minimization for Visual Data Recovery

Xiaojie Guo, Yi Ma

Watch and Learn: Semi-Supervised Learning for Object Detectors From Video

Ishan Misra, Abhinav Shrivastava, Martial Hebert

Video Co-Summarization: Video Summarization by Visual Co-Occurrence

Wen-Sheng Chu, Yale Song, Alejandro Jaimes

Depth Image Enhancement Using Local Tangent Plane Approximations

Kiyoshi Matsuo, Yoshimitsu Aoki

Automatically Discovering Local Visual Material Attributes

Gabriel Schwartz, Ko Nishino

FAemb: A Function Approximation-Based Embedding Method for Image Retrieval

Thanh-Toan Do, Quang D. Tran, Ngai-Man Cheung

Scene Labeling With LSTM Recurrent Neural Networks

Wonmin Byeon, Thomas M. Breuel, Federico Raue, Marcus Liwicki

The Stitched Puppet: A Graphical Model of 3D Human Shape and Pose

Silvia Zuffi, Michael J. Black

Metric Imitation by Manifold Transfer for Efficient Vision Applications

Dengxin Dai, Till Kroeger, Radu Timofte, Luc Van Gool

Second-Order Constrained Parametric Proposals and Sequential Search-Based Structured Prediction for Semantic Segmentation in RGB-D Images

Dan Banica, Cristian Sminchisescu

Fusion Moves for Correlation Clustering

Thorsten Beier, Fred A. Hamprecht, Jorg H. Kappes

Depth From Focus With Your Mobile Phone

Supasorn Suwajanakorn, Carlos Hernández, Steven M. Seitz

Understanding Pedestrian Behaviors From Stationary Crowd Groups

Shuai Yi, hongsheng Li, Xiaogang Wang

Material Recognition in the Wild With the Materials in Context Database

Sean Bell, Paul Upchurch, Noah Snavely, Kavita Bala

Multi-Instance Object Segmentation With Occlusion Handling

Yi-Ting Chen, Xiaokai Liu, Ming-Hsuan Yang

Deep Multiple Instance Learning for Image Classification and Auto-Annotation

Jiajun Wu, Yinan Yu, Chang Huang, Kai Yu

Multi-Objective Convolutional Learning for Face Labeling

Sifei Liu, Jimei Yang, Chang Huang, Ming-Hsuan Yang

Deep Correlation for Matching Images and Text

Fei Yan, Krystian Mikolajczyk

Fully Convolutional Networks for Semantic Segmentation

Jonathan Long, Evan Shelhamer, Trevor Darrell

Learning a Sequential Search for Landmarks

Saurabh Singh, Derek Hoiem, David Forsyth

Rent3D: Floor-Plan Priors for Monocular Layout Estimation

Chenxi Liu, Alexander G. Schwing, Kaustav Kundu, Raquel Urtasun, Sanja Fidler

DEEP-CARVING: Discovering Visual Attributes by Carving Deep Neural Nets

Sukrit Shankar, Vikas K. Garg, Roberto Cipolla

Saliency-Aware Geodesic Video Object Segmentation

Wenguan Wang, Jianbing Shen, Fatih Porikli

The Aperture Problem for Refractive Motion

Tianfan Xue, Hossein Mobahi, Fredo Durand, William T. Freeman

Feedforward Semantic Segmentation With Zoom-Out Features

Mohammadreza Mostajabi, Payman Yadollahpour, Gregory Shakhnarovich

Recurrent Convolutional Neural Network for Object Recognition

Ming Liang, Xiaolin Hu

Matching Bags of Regions in RGBD images

Hao Jiang

The k-Support Norm and Convex Envelopes of Cardinality and Rank

Anders Eriksson, Trung Thanh Pham, Tat-jun Chin, Ian Reid

Hierarchically-Constrained Optical Flow

Ryan Kennedy, Camillo J. Taylor

Sparse Projections for High-Dimensional Binary Codes

Yan Xia, Kaiming He, Pushmeet Kohli, Jian Sun

Interaction Part Mining: A Mid-Level Approach for Fine-Grained Action Recognition

Yang Zhou, Bingbing Ni, Richang Hong, Meng Wang, Qi Tian

Image Segmentation in Twenty Questions

Christian Rupprecht, Loic Peter, Nassir Navab

Chris Sweeney, Laurent Kneip, Tobias Hollerer, Matthew Turk

Exact Bias Correction and Covariance Estimation for Stereo Vision

Charles Freundlich, Michael Zavlanos, Philippos Mordohai

Reconstructing the World* in Six Days *(As Captured by the Yahoo 100 Million Image Dataset)

Jared Heinly, Johannes L. Schonberger, Enrique Dunn, Jan-Michael Frahm

MatchNet: Unifying Feature and Metric Learning for Patch-Based Matching

Xufeng Han, Thomas Leung, Yangqing Jia, Rahul Sukthankar, Alexander C. Berg

Simultaneous Feature Learning and Hash Coding With Deep Neural Networks

Hanjiang Lai, Yan Pan, Ye Liu, Shuicheng Yan

Self Scaled Regularized Robust Regression

Yin Wang, Caglayan Dicle, Mario Sznaier, Octavia Camps

Multi-View Feature Engineering and Learning

Jingming Dong, Nikolaos Karianakis, Damek Davis, Joshua Hernandez, Jonathan Balzer

Eye Tracking Assisted Extraction of Attentionally Important Objects From Videos

Karthikeyan Shanmuga Vadivel, Thuyen Ngo, Miguel Eckstein, B.S. Manjunath

Discriminative Learning of Iteration-Wise Priors for Blind Deconvolution

Wangmeng Zuo, Dongwei Ren, Shuhang Gu, Liang Lin, Lei Zhang

Efficient SDP Inference for Fully-Connected CRFs Based on Low-Rank Decomposition

Peng Wang, Chunhua Shen, Anton van den Hengel

Fast and Robust Hand Tracking Using Detection-Guided Optimization

Srinath Sridhar, Franziska Mueller, Antti Oulasvirta, Christian Theobalt

A Dataset for Movie Description

Anna Rohrbach, Marcus Rohrbach, Niket Tandon, Bernt Schiele

Reflection Removal Using Ghosting Cues

Yichang Shih, Dilip Krishnan, Fredo Durand, William T. Freeman

Deep Networks for Saliency Detection via Local Estimation and Global Search

Lijun Wang, Huchuan Lu, Xiang Ruan, Ming-Hsuan Yang

Fixation Bank: Learning to Reweight Fixation Candidates

Jiaping Zhao, Christian Siagian, Laurent Itti

Descriptor Free Visual Indoor Localization With Line Segments

Branislav Micusik, Horst Wildenauer

Show and Tell: A Neural Image Caption Generator

Oriol Vinyals, Alexander Toshev, Samy Bengio, Dumitru Erhan

Elastic Functional Coding of Human Actions: From Vector-Fields to Latent Variables

Rushil Anirudh, Pavan Turaga, Jingyong Su, Anuj Srivastava

Unsupervised Learning of Complex Articulated Kinematic Structures Combining Motion and Skeleton Information

Hyung Jin Chang, Yiannis Demiris

Deep Visual-Semantic Alignments for Generating Image Descriptions

Andrej Karpathy, Li Fei-fei

Image Partitioning Into Convex Polygons

Liuyun Duan, Florent Lafarge

Learning Descriptors for Object Recognition and 3D Pose Estimation

Paul Wohlhart, Vincent Lepetit

Building Proteins in a Day: Efficient 3D Molecular Reconstruction

Marcus A. Brubaker, Ali Punjani, David J. Fleet

Video Summarization by Learning Submodular Mixtures of Objectives

Michael Gygli, Helmut Grabner, Luc Van Gool

Joint Photo Stream and Blog Post Summarization and Exploration

Gunhee Kim, Seungwhan Moon, Leonid Sigal

Reflectance Hashing for Material Recognition

Hang Zhang, Kristin Dana, Ko Nishino

Object Scene Flow for Autonomous Vehicles

Moritz Menze, Andreas Geiger

Exemplar SVMs as Visual Feature Encoders

Joaquin Zepeda, Patrick Pérez

Transformation-Invariant Convolutional Jungles

Dmitry Laptev, Joachim M. Buhmann

Geodesic Exponential Kernels: When Curvature and Linearity Conflict

Aasa Feragen, Francois Lauze, Soren Hauberg

An Active Search Strategy for Efficient Object Class Detection

Abel Gonzalez-Garcia, Alexander Vezhnevets, Vittorio Ferrari

Towards 3D Object Detection With Bimodal Deep Boltzmann Machines Over RGBD Imagery

Wei Liu, Rongrong Ji, Shaozi Li

Adopting an Unconstrained Ray Model in Light-Field Cameras for 3D Shape Reconstruction

Filippo Bergamasco, Andrea Albarelli, Luca Cosmo, Andrea Torsello, Emanuele Rodolà

Co-Saliency Detection via Looking Deep and Wide

Dingwen Zhang, Junwei Han, CHAO LI, Jingdong Wang

Don't Just Listen, Use Your Imagination: Leveraging Visual Common Sense for Non-Visual Tasks

Xiao Lin, Devi Parikh

Scene Classification With Semantic Fisher Vectors

Mandar Dixit, Si Chen, Dashan Gao, Nikhil Rasiwasia, Nuno Vasconcelos

Learning Lightness From Human Judgement on Relative Reflectance

Takuya Narihira, Michael Maire, Stella X. Yu

Supervised Mid-Level Features for Word Image Representation

Albert Gordo

Real-Time Coarse-to-Fine Topologically Preserving Segmentation

Jian Yao, Marko Boben, Sanja Fidler, Raquel Urtasun

Virtual View Networks for Object Reconstruction

Joao Carreira, Abhishek Kar, Shubham Tulsiani, Jitendra Malik

Evaluation of Output Embeddings for Fine-Grained Image Classification

Zeynep Akata, Scott Reed, Daniel Walter, Honglak Lee, Bernt Schiele

Inferring 3D Layout of Building Facades From a Single Image

Jiyan Pan, Martial Hebert, Takeo Kanade

Video Anomaly Detection and Localization Using Hierarchical Feature Representation and Gaussian Process Regression

Kai-Wen Cheng, Yie-Tarng Chen, Wen-Hsien Fang

Unsupervised Visual Alignment With Similarity Graphs

Fatemeh Shokrollahi Yancheshmeh, Ke Chen, Joni-Kristian Kämäräinen

Deeply Learned Face Representations Are Sparse, Selective, and Robust

Yi Sun, Xiaogang Wang, Xiaoou Tang

Detector Discovery in the Wild: Joint Multiple Instance and Representation Learning

Judy Hoffman, Deepak Pathak, Trevor Darrell, Kate Saenko

Non-Rigid Registration of Images With Geometric and Photometric Deformation by Using Local Affine Fourier-Moment Matching

Hong-Ren Su, Shang-Hong Lai

Deep Roto-Translation Scattering for Object Classification

Edouard Oyallon, Stephane Mallat

Understanding Tools: Task-Oriented Object Modeling, Learning and Recognition

Yixin Zhu, Yibiao Zhao, Song Chun Zhu

Shape-From-Template in Flatland

Mathias Gallardo, Daniel Pizarro, Adrien Bartoli, Toby Collins

Segment Based 3D Object Shape Priors

Rabeeh Karimi Mahabadi, Christian Häne, Marc Pollefeys

Probability Occupancy Maps for Occluded Depth Images

Timur Bagautdinov, Francois Fleuret, Pascal Fua

A MRF Shape Prior for Facade Parsing With Occlusions

Mateusz Kozinski, Raghudeep Gadde, Sergey Zagoruyko, Guillaume Obozinski, Renaud Marlet

Towards Force Sensing From Vision: Observing Hand-Object Interactions to Infer Manipulation Forces

Tu-Hoa Pham, Abderrahmane Kheddar, Ammar Qammaz, Antonis A. Argyros

Towards Unified Depth and Semantic Prediction From a Single Image

Peng Wang, Xiaohui Shen, Zhe Lin, Scott Cohen, Brian Price

Geo-Semantic Segmentation

Shervin Ardeshir, Kofi Malcolm Collins-Sibley, Mubarak Shah