ICCV 2015

526 papers

Entropy-Based Latent Structured Output Prediction

Diane Bouchacourt, Sebastian Nowozin, M. Pawan Kumar

Highly-Expressive Spaces of Well-Behaved Transformations: Keeping It Simple

Oren Freifeld, Soren Hauberg, Kayhan Batmanghelich, John W. Fisher III

Mode-Seeking on Hypergraphs for Robust Geometric Model Fitting

Hanzi Wang, Guobao Xiao, Yan Yan, David Suter

Context-Aware CNNs for Person Head Detection

Tuan-Hung VU, Anton Osokin, Ivan Laptev

Interpolation on the Manifold of K Component GMMs

Hyunwoo J. Kim, Nagesh Adluru, Monami Banerjee, Baba C. Vemuri, Vikas Singh

Understanding Deep Features With Computer-Generated Imagery

Mathieu Aubry, Bryan C. Russell

Additive Nearest Neighbor Feature Maps

Zhenzhen Wang, Xiao-Tong Yuan, Qingshan Liu, Shuicheng Yan

An Exploration of Parameter Redundancy in Deep Networks With Circulant Projections

Yu Cheng, Felix X. Yu, Rogerio S. Feris, Sanjiv Kumar, Alok Choudhary

Maximum-Margin Structured Learning With Deep Networks for 3D Human Pose Estimation

Sijin Li, Weichen Zhang, Antoni B. Chan

Multi-Class Multi-Annotator Active Learning With Robust Gaussian Process for Visual Recognition

Chengjiang Long, Gang Hua

Robust Optimization for Deep Regression

Vasileios Belagiannis, Christian Rupprecht, Gustavo Carneiro, Nassir Navab

Projection Bank: From High-Dimensional Data to Medium-Length Binary Codes

Li Liu, Mengyang Yu, Ling Shao

Robust Principal Component Analysis on Graphs

Nauman Shahid, Vassilis Kalofolias, Xavier Bresson, Michael Bronstein, Pierre Vandergheynst

A Nonparametric Bayesian Approach Toward Stacked Convolutional Independent Component Analysis

Sotirios P. Chatzis, Dimitrios Kosmopoulos

Unsupervised Learning of Visual Representations Using Videos

Xiaolong Wang, Abhinav Gupta

Learning to Rank Based on Subsequences

Basura Fernando, Efstratios Gavves, Damien Muselet, Tinne Tuytelaars

Context-Guided Diffusion for Label Propagation on Graphs

Kwang In Kim, James Tompkin, Hanspeter Pfister, Christian Theobalt

Learning Semi-Supervised Representation Towards a Unified Optimization Framework for Semi-Supervised Learning

Chun-Guang Li, Zhouchen Lin, Honggang Zhang, Jun Guo

FlowNet: Learning Optical Flow With Convolutional Networks

Alexey Dosovitskiy, Philipp Fischer, Eddy Ilg, Philip Hausser, Caner Hazirbas

Learning The Structure of Deep Convolutional Networks

Jiashi Feng, Trevor Darrell

HD-CNN: Hierarchical Deep Convolutional Neural Networks for Large Scale Visual Recognition

Zhicheng Yan, Hao Zhang, Robinson Piramuthu, Vignesh Jagadeesh, Dennis DeCoste

Active Transfer Learning With Zero-Shot Priors: Reusing Past Datasets for Future Tasks

Efstratios Gavves, Thomas Mensink, Tatiana Tommasi, Cees G. M. Snoek, Tinne Tuytelaars

DeepDriving: Learning Affordance for Direct Perception in Autonomous Driving

Chenyi Chen, Ari Seff, Alain Kornhauser, Jianxiong Xiao

MANTRA: Minimum Maximum Latent Structural SVM for Image Classification and Ranking

Thibaut Durand, Nicolas Thome, Matthieu Cord

Camera Pose Voting for Large-Scale Image-Based Localization

Bernhard Zeisl, Torsten Sattler, Marc Pollefeys

Lost Shopping! Monocular Localization in Large Indoor Spaces

Shenlong Wang, Sanja Fidler, Raquel Urtasun

Render for CNN: Viewpoint Estimation in Images Using CNNs Trained With Rendered 3D Model Views

Hao Su, Charles R. Qi, Yangyan Li, Leonidas J. Guibas

3D-Assisted Feature Synthesis for Novel Views of an Object

Hao Su, Fan Wang, Eric Yi, Leonidas J. Guibas

Common Subspace for Model and Similarity: Phrase Learning for Caption Generation From Images

Yoshitaka Ushiku, Masataka Yamaguchi, Yusuke Mukuta, Tatsuya Harada

AttentionNet: Aggregating Weak Directions for Accurate Object Detection

Donggeun Yoo, Sunggyun Park, Joon-Young Lee, Anthony S. Paek, In So Kweon

Predicting Depth, Surface Normals and Semantic Labels With a Common Multi-Scale Convolutional Architecture

David Eigen, Rob Fergus

Flickr30k Entities: Collecting Region-to-Phrase Correspondences for Richer Image-to-Sentence Models

Bryan A. Plummer, Liwei Wang, Chris M. Cervantes, Juan C. Caicedo, Julia Hockenmaier

Structural Kernel Learning for Large Scale Multiclass Object Co-Detection

Zeeshan Hayder, Xuming He, Mathieu Salzmann

Multimodal Convolutional Neural Networks for Matching Image and Sentence

Lin Ma, Zhengdong Lu, Lifeng Shang, Hang Li

Monocular Object Instance Segmentation and Depth Ordering With CNNs

Ziyu Zhang, Alexander G. Schwing, Sanja Fidler, Raquel Urtasun

Simpler Non-Parametric Methods Provide as Good or Better Results to Multiple-Instance Learning

Ragav Venkatesan, Parag Chandakkar, baoxin Li

Automatic Concept Discovery From Parallel Text and Visual Corpora

Chen Sun, Chuang Gan, Ram Nevatia

Semantic Segmentation With Object Clique Potential

Xiaojuan Qi, Jianping Shi, Shu Liu, Renjie Liao, Jiaya Jia

DeepProposal: Hunting Objects by Cascading Deep Convolutional Layers

Amir Ghodrati, Ali Diba, Marco Pedersoli, Tinne Tuytelaars, Luc Van Gool

Box Aggregation for Proposal Decimation: Last Mile of Object Detection

Shu Liu, Cewu Lu, Jiaya Jia

Square Localization for Efficient and Accurate Object Detection

Cewu Lu, Yongyi Lu, Hao Chen, Chi-Keung Tang

Domain Generalization for Object Recognition With Multi-Task Autoencoders

Muhammad Ghifary, W. Bastiaan Kleijn, Mengjie Zhang, David Balduzzi

Learning Common Sense Through Visual Abstraction

Ramakrishna Vedantam, Xiao Lin, Tanmay Batra, C. Lawrence Zitnick, Devi Parikh

Learning Like a Child: Fast Novel Visual Concept Learning From Sentence Descriptions of Images

Junhua Mao, Xu Wei, Yi Yang, Jiang Wang, Zhiheng Huang

Augmenting Strong Supervision Using Web Data for Fine-Grained Categorization

Zhe Xu, Shaoli Huang, Ya Zhang, Dacheng Tao

Contractive Rectifier Networks for Nonlinear Maximum Margin Classification

Senjian An, Munawar Hayat, Salman H. Khan, Mohammed Bennamoun, Farid Boussaid

A Unified Multiplicative Framework for Attribute Learning

Kongming Liang, Hong Chang, Shiguang Shan, Xilin Chen

Scene-Domain Active Part Models for Object Representation

Zhou Ren, Chaohui Wang, Alan L. Yuille

Active Object Localization With Deep Reinforcement Learning

Juan C. Caicedo, Svetlana Lazebnik

DeepBox: Learning Objectness With Convolutional Networks

Weicheng Kuo, Bharath Hariharan, Jitendra Malik

Actions and Attributes From Wholes and Parts

Georgia Gkioxari, Ross Girshick, Jitendra Malik

Visual Madlibs: Fill in the Blank Description Generation and Question Answering

Licheng Yu, Eunbyung Park, Alexander C. Berg, Tamara L. Berg

Unsupervised Domain Adaptation for Zero-Shot Learning

Elyor Kodirov, Tao Xiang, Zhenyong Fu, Shaogang Gong

Dense Optical Flow Prediction From a Static Image

Jacob Walker, Abhinav Gupta, Martial Hebert

Localize Me Anywhere, Anytime: A Multi-Task Point-Retrieval Approach

Guoyu Lu, Yan Yan, Li Ren, Jingkuan Song, Nicu Sebe

VQA: Visual Question Answering

Stanislaw Antol, Aishwarya Agrawal, Jiasen Lu, Margaret Mitchell, Dhruv Batra

Just Noticeable Differences in Visual Attributes

Aron Yu, Kristen Grauman

Guiding the Long-Short Term Memory Model for Image Caption Generation

Xu Jia, Efstratios Gavves, Basura Fernando, Tinne Tuytelaars

Multiple Granularity Descriptors for Fine-Grained Categorization

Dequan Wang, Zhiqiang Shen, Jie Shao, Wei Zhang, Xiangyang Xue

Understanding and Predicting Image Memorability at a Large Scale

Aditya Khosla, Akhil S. Raju, Antonio Torralba, Aude Oliva

Real-Time Pose Estimation Piggybacked on Object Detection

Roman Juranek, Adam Herout, Marketa Dubska, Pavel Zemcik

Attributed Grammars for Joint Estimation of Human Attributes, Part and Pose

Seyoung Park, Song-chun Zhu

Towards Pointless Structure From Motion: 3D Reconstruction and Camera Parameters From General 3D Curves

Irina Nurutdinova, Andrew Fitzgibbon

A Linear Generalized Camera Calibration From Three Intersecting Reference Planes

Mai Nishimura, Shohei Nobuhara, Takashi Matsuyama, Shinya Shimizu, Kensaku Fujii

On the Equivalence of Moving Entrance Pupil and Radial Distortion for Camera Calibration

Avinash Kumar, Narendra Ahuja

A Collaborative Filtering Approach to Real-Time Hand Pose Estimation

Chiho Choi, Ayan Sinha, Joon Hee Choi, Sujin Jang, Karthik Ramani

Component-Wise Modeling of Articulated Objects

Valsamis Ntouskos, Marta Sanzari, Bruno Cafaro, Federico Nardi, Fabrizio Natola

Learning a Descriptor-Specific 3D Keypoint Detector

Samuele Salti, Federico Tombari, Riccardo Spezialetti, Luigi Di Stefano

Efficient Solution to the Epipolar Geometry for Radially Distorted Cameras

Zuzana Kukelova, Jan Heller, Martin Bujnak, Andrew Fitzgibbon, Tomas Pajdla

Detailed Full-Body Reconstructions of Moving People From Monocular RGB-D Sequences

Federica Bogo, Michael J. Black, Matthew Loper, Javier Romero

Reflection Modeling for Passive Stereo

Rahul Nair, Andrew Fitzgibbon, Daniel Kondermann, Carsten Rother

The Likelihood-Ratio Test and Efficient Robust Estimation

Andrea Cohen, Christopher Zach

Dense Image Registration and Deformable Surface Reconstruction in Presence of Occlusions and Minimal Texture

Dat Tien Ngo, Sanghyuk Park, Anne Jorstad, Alberto Crivellaro, Chang D. Yoo

Dense Continuous-Time Tracking and Mapping With Rolling Shutter RGB-D Cameras

Christian Kerl, Jorg Stuckler, Daniel Cremers

Classical Scaling Revisited

Gil Shamai, Yonathan Aflalo, Michael Zibulevsky, Ron Kimmel

Hierarchical Higher-Order Regression Forest Fields: An Application to 3D Indoor Scene Labelling

Trung T. Pham, Ian Reid, Yasir Latif, Stephen Gould

Interactive Visual Hull Refinement for Specular and Transparent Object Surface Reconstruction

Xinxin Zuo, Chao Du, Sen Wang, Jiangbin Zheng, Ruigang Yang

Wide Baseline Stereo Matching With Convex Bounded Distortion Constraints

Meirav Galun, Tal Amir, Tal Hassner, Ronen Basri, Yaron Lipman

MAP Disparity Estimation Using Hidden Markov Trees

Eric T. Psota, Jedrzej Kowalczuk, Mateusz Mittek, Lance C. Perez

You Are Here: Mimicking the Human Thinking Process in Reading Floor-Plans

Hang Chu, Dong Ki Kim, Tsuhan Chen

Exploiting Object Similarity in 3D Reconstruction

Chen Zhou, Fatma Guney, Yizhou Wang, Andreas Geiger

Non-Parametric Structure-Based Calibration of Radially Symmetric Cameras

Federico Camposeco, Torsten Sattler, Marc Pollefeys

Deformable 3D Fusion: From Partial Dynamic 3D Observations to Complete 4D Models

Weipeng Xu, Mathieu Salzmann, Yongtian Wang, Yue Liu

Peeking Template Matching for Depth Extension

Simon Korman, Eyal Ofek, Shai Avidan

Guaranteed Outlier Removal for Rotation Search

Alvaro Parra Bustos, Tat-jun Chin

Semantically-Aware Aerial Reconstruction From Multi-Modal Data

Randi Cabezas, Julian Straub, John W. Fisher III

Procedural Editing of 3D Building Point Clouds

Ilke Demir, Daniel G. Aliaga, Bedrich Benes

3D Fragment Reassembly Using Integrated Template Guidance and Fracture-Region Matching

Kang Zhang, Wuyi Yu, Mary Manhein, Warren Waggenspack, Xin Li

Merging the Unmatchable: Stitching Visually Disconnected SfM Models

Andrea Cohen, Torsten Sattler, Marc Pollefeys

The HCI Stereo Metrics: Geometry-Aware Performance Analysis of Stereo Algorithms

Katrin Honauer, Lena Maier-Hein, Daniel Kondermann

Globally Optimal 2D-3D Registration From Points or Lines Without Correspondences

Mark Brown, David Windridge, Jean-Yves Guillemaut

Hyperpoints and Fine Vocabularies for Large-Scale Location Recognition

Torsten Sattler, Michal Havlena, Filip Radenovic, Konrad Schindler, Marc Pollefeys

Higher-Order CRF Structural Segmentation of 3D Reconstructed Surfaces

Jingbo Liu, Jinglu Wang, Tian Fang, Chiew-Lan Tai, Long Quan

Joint Camera Clustering and Surface Segmentation for Large-Scale Multi-View Stereo

Runze Zhang, Shiwei Li, Tian Fang, Siyu Zhu, Long Quan

Structure From Motion Using Structure-Less Resection

Enliang Zheng, Changchang Wu

CV-HAZOP: Introducing Test Data Validation for Computer Vision

Oliver Zendel, Markus Murschitz, Martin Humenberger, Wolfgang Herzner

MeshStereo: A Global Stereo Model With Mesh Alignment Regularization for View Interpolation

Chi Zhang, Zhiwei Li, Yanhua Cheng, Rui Cai, Hongyang Chao

Robust and Optimal Sum-of-Squares-Based Point-to-Plane Registration of Image Sets and Structured Scenes

Danda Pani Paudel, Adlane Habed, Cedric Demonceaux, Pascal Vasseur

Robust Nonrigid Registration by Convex Optimization

Qifeng Chen, Vladlen Koltun

Registering Images to Untextured Geometry Using Average Shading Gradients

Tobias Plötz, Stefan Roth