ICCV 2015

526 papers

Learning to Track: Online Multi-Object Tracking by Decision Making

Yu Xiang, Alexandre Alahi, Silvio Savarese

Multiple Hypothesis Tracking Revisited

Chanho Kim, Fuxin Li, Arridhana Ciptadi, James M. Rehg

Shape Interaction Matrix Revisited and Robustified: Efficient Subspace Clustering With Corrupted and Incomplete Data

Pan Ji, Mathieu Salzmann, Hongdong Li

Partial Person Re-Identification

Wei-Shi Zheng, Xiang Li, Tao Xiang, Shengcai Liao, Jianhuang Lai

Generating Notifications for Missing Actions: Don't Forget to Turn the Lights Off!

Bilge Soran, Ali Farhadi, Linda Shapiro

Uncovering Interactions and Interactors: Joint Estimation of Head, Body Orientation and F-Formations From Surveillance Videos

Elisa Ricci, Jagannadan Varadarajan, Ramanathan Subramanian, Samuel Rota Bulò, Narendra Ahuja

Text Flow: A Unified Text Detection System in Natural Scene Images

Shangxuan Tian, Yifeng Pan, Chang Huang, Shijian Lu, Kai Yu

Learning Visual Clothing Style With Heterogeneous Dyadic Co-Occurrences

Andreas Veit, Balazs Kovacs, Sean Bell, Julian McAuley, Kavita Bala

Unsupervised Extraction of Video Highlights Via Robust Recurrent Auto-Encoders

Huan Yang, Baoyuan Wang, Stephen Lin, David Wipf, Minyi Guo

Love Thy Neighbors: Image Annotation by Exploiting Image Metadata

Justin Johnson, Lamberto Ballan, Li Fei-fei

Semantic Video Entity Linking Based on Visual Content and Metadata

Yuncheng Li, Xitong Yang, Jiebo Luo

Bayesian Non-Parametric Inference for Manifold Based MoCap Representation

Fabrizio Natola, Valsamis Ntouskos, Marta Sanzari, Fiora Pirri

Human Action Recognition Using Factorized Spatio-Temporal Convolutional Networks

Lin Sun, Kui Jia, Dit-Yan Yeung, Bertram E. Shi

Objects2action: Classifying and Localizing Actions Without Any Video Example

Mihir Jain, Jan C. van Gemert, Thomas Mensink, Cees G. M. Snoek

Multiresolution Hierarchy Co-Clustering for Semantic Segmentation in Sequences With Small Variations

David Varas, Monica Alfaro, Ferran Marques

Beyond Covariance: Feature Representation With Nonlinear Kernel Matrices

Lei Wang, Jianjia Zhang, Luping Zhou, Chang Tang, Wanqing Li

Selecting Relevant Web Trained Concepts for Automated Event Retrieval

Bharat Singh, Xintong Han, Zhe Wu, Vlad I. Morariu, Larry S. Davis

Action Recognition by Hierarchical Mid-Level Action Elements

Tian Lan, Yuke Zhu, Amir Roshan Zamir, Silvio Savarese

Context Aware Active Learning of Activity Recognition Models

Mahmudul Hasan, Amit K. Roy-Chowdhury

Sequence to Sequence - Video to Text

Subhashini Venugopalan, Marcus Rohrbach, Jeffrey Donahue, Raymond Mooney, Trevor Darrell

Storyline Representation of Egocentric Videos With an Applications to Story-Based Search

Bo Xiong, Gunhee Kim, Leonid Sigal

Person Re-Identification With Discriminatively Trained Viewpoint Invariant Dictionaries

Srikrishna Karanam, Yang Li, Richard J. Radke

Describing Videos by Exploiting Temporal Structure

Li Yao, Atousa Torabi, Kyunghyun Cho, Nicolas Ballas, Christopher Pal

Temporal Perception and Prediction in Ego-Centric Video

Yipin Zhou, Tamara L. Berg

Learning Spatiotemporal Features With 3D Convolutional Networks

Du Tran, Lubomir Bourdev, Rob Fergus, Lorenzo Torresani, Manohar Paluri

Unsupervised Semantic Parsing of Video Collections

Ozan Sener, Amir R. Zamir, Silvio Savarese, Ashutosh Saxena

Learning Temporal Embeddings for Complex Video Analysis

Vignesh Ramanathan, Kevin Tang, Greg Mori, Li Fei-fei

Weakly-Supervised Alignment of Video With Text

Piotr Bojanowski, Rémi Lajugie, Edouard Grave, Francis Bach, Ivan Laptev

Temporal Subspace Clustering for Human Motion Segmentation

Sheng Li, Kang Li, Yun Fu

Category-Blind Human Action Recognition: A Practical Recognition System

Wenbo Li, Longyin Wen, Mooi Choo Chuah, Siwei Lyu

Sparse Dynamic 3D Reconstruction From Unsynchronized Videos

Enliang Zheng, Dinghuang Ji, Enrique Dunn, Jan-Michael Frahm

Co-Interest Person Detection From Multiple Wearable Camera Videos

Yuewei Lin, Kareem Abdelfatah, Youjie Zhou, Xiaochuan Fan, Hongkai Yu

Large Displacement 3D Scene Flow With Occlusion Reasoning

Andrei Zanfir, Cristian Sminchisescu

Self-Occlusions and Disocclusions in Causal Video Object Segmentation

Yanchao Yang, Ganesh Sundaramoorthi, Stefano Soatto

Linearization to Nonlinear Learning for Visual Tracking

Bo Ma, Hongwei Hu, Jianbing Shen, Yuping Zhang, Fatih Porikli

A Novel Representation of Parts for Accurate 3D Object Detection and Tracking in Monocular Images

Alberto Crivellaro, Mahdi Rad, Yannick Verdie, Kwang Moo Yi, Pascal Fua

Minimizing Human Effort in Interactive Tracking by Incremental Learning of Model Parameters

Arridhana Ciptadi, James M. Rehg

Learning to Divide and Conquer for Online Multi-Target Tracking

Francesco Solera, SIMONE CALDERARA, Rita Cucchiara

FollowMe: Efficient Online Min-Cost Flow Tracking With Bounded Memory and Computation

Philip Lenz, Andreas Geiger, Raquel Urtasun

Contour Flow: Middle-Level Motion Estimation by Combining Motion Segmentation and Contour Alignment

Huijun Di, Qingxuan Shi, Feng Lv, Ming Qin, Yao Lu

Recurrent Network Models for Human Dynamics

Katerina Fragkiadaki, Sergey Levine, Panna Felsen, Jitendra Malik

TRIC-track: Tracking by Regression With Incrementally Learned Cascades

Xiaomeng Wang, Michel Valstar, Brais Martinez, Muhammad Haris Khan, Tony Pridmore

Unsupervised Trajectory Clustering via Adaptive Multi-Kernel-Based Shrinkage

Hongteng Xu, Yang Zhou, Weiyao Lin, Hongyuan Zha

SpeDo: 6 DOF Ego-Motion Sensor Using Speckle Defocus Imaging

Kensei Jo, Mohit Gupta, Shree K. Nayar

Learning Spatially Regularized Correlation Filters for Visual Tracking

Martin Danelljan, Gustav Hager, Fahad Shahbaz Khan, Michael Felsberg

Local Subspace Collaborative Tracking

Lin Ma, Xiaoqin Zhang, Weiming Hu, Junliang Xing, Jiwen Lu

An Adaptive Data Representation for Robust Point-Set Registration and Merging

Dylan Campbell, Lars Petersson

Dual-Feature Warping-Based Motion Model Estimation

Shiwei Li, Lu Yuan, Jian Sun, Long Quan

Learning Image and User Features for Recommendation in Social Networks

Xue Geng, Hanwang Zhang, Jingwen Bian, Tat-Seng Chua

Conditional High-Order Boltzmann Machine: A Supervised Learning Model for Relation Learning

Yan Huang, Wei Wang, Liang Wang

Structured Feature Selection

Tian Gao, Ziheng Wang, Qiang Ji

Predicting Deep Zero-Shot Convolutional Neural Networks Using Textual Descriptions

Jimmy Lei Ba, Kevin Swersky, Sanja Fidler, Ruslan Salakhutdinov

Multi-View Subspace Clustering

Hongchang Gao, Feiping Nie, Xuelong Li, Heng Huang

Recursive Frechet Mean Computation on the Grassmannian and its Applications to Computer Vision

Rudrasis Chakraborty, Baba C. Vemuri

A Supervised Low-Rank Method for Learning Invariant Subspaces

Farzad Siyahjani, Ranya Almohsen, Sinan Sabri, Gianfranco Doretto

Semi-Supervised Zero-Shot Classification With Label Representation Learning

Xin Li, Yuhong Guo, Dale Schuurmans

Infinite Feature Selection

Giorgio Roffo, Simone Melzi, Marco Cristani

Multi-View Domain Generalization for Visual Recognition

Li Niu, Wen Li, Dong Xu

An NMF Perspective on Binary Hashing

Lopamudra Mukherjee, Sathya N. Ravi, Vamsi K. Ithapu, Tyler Holmes, Vikas Singh

Bayesian Model Adaptation for Crowd Counts

Bo Liu, Nuno Vasconcelos

Zero-Shot Learning via Semantic Similarity Embedding

Ziming Zhang, Venkatesh Saligrama

ML-MG: Multi-Label Learning With Missing Labels Using a Mixed Graph

Baoyuan Wu, Siwei Lyu, Bernard Ghanem

Learning Binary Codes for Maximum Inner Product Search

Fumin Shen, Wei Liu, Shaoting Zhang, Yang Yang, Heng Tao Shen

Geometry-Aware Deep Transform

Jiaji Huang, Qiang Qiu, Robert Calderbank, Guillermo Sapiro

Secrets of Matrix Factorization: Approximations, Numerics, Manifold Optimization and Random Restarts

Je Hyeong Hong, Andrew Fitzgibbon

Unsupervised Domain Adaptation With Imbalanced Cross-Domain Data

Tzu Ming Harry Hsu, Wei Yu Chen, Cheng-An Hou, Yao-Hung Hubert Tsai, Yi-Ren Yeh

Beyond Gauss: Image-Set Matching on the Riemannian Manifold of PDFs

Mehrtash Harandi, Mathieu Salzmann, Mahsa Baktashmotlagh

Improving Ferns Ensembles by Sparsifying and Quantising Posterior Probabilities

Antonio L. Rodriguez, Vitor Sequeira

Multi-Label Cross-Modal Retrieval

Viresh Ranjan, Nikhil Rasiwasia, C. V. Jawahar

Unsupervised Learning of Spatiotemporally Coherent Metrics

Ross Goroshin, Joan Bruna, Jonathan Tompson, David Eigen, Yann LeCun

Low Dimensional Explicit Feature Maps

Ondřej Chum

Simultaneous Deep Transfer Across Domains and Tasks

Eric Tzeng, Judy Hoffman, Trevor Darrell, Kate Saenko

Learning Ensembles of Potential Functions for Structured Prediction With Latent Variables

Hossein Hajimirsadeghi, Greg Mori

Guoli Song, Shuhui Wang, Qingming Huang, Qi Tian

Differential Recurrent Neural Networks for Action Recognition

Vivek Veeriah, Naifan Zhuang, Guo-Jun Qi

Multi-Image Matching via Fast Alternating Minimization

Xiaowei Zhou, Menglong Zhu, Kostas Daniilidis

Dense Semantic Correspondence Where Every Pixel is a Classifier

Hilton Bristow, Jack Valmadre, Simon Lucey

Flow Fields: Dense Correspondence Fields for Highly Accurate Large Displacement Optical Flow Estimation

Christian Bailer, Bertram Taetz, Didier Stricker

SPM-BP: Sped-up PatchMatch Belief Propagation for Continuous MRFs

Yu Li, Dongbo Min, Michael S. Brown, Minh N. Do, Jiangbo Lu

Hot or Not: Exploring Correlations Between Appearance and Temperature

Daniel Glasner, Pascal Fua, Todd Zickler, Lihi Zelnik-Manor

Synthesizing Illumination Mosaics From Internet Photo-Collections

Dinghuang Ji, Enrique Dunn, Jan-Michael Frahm

FaceDirector: Continuous Control of Facial Performance in Video

Charles Malleson, Jean-Charles Bazin, Oliver Wang, Derek Bradley, Thabo Beeler

Personalized Age Progression With Aging Dictionary

Xiangbo Shu, Jinhui Tang, Hanjiang Lai, Luoqi Liu, Shuicheng Yan

Wide-Area Image Geolocalization With Aerial Reference Imagery

Scott Workman, Richard Souvenir, Nathan Jacobs

What Makes Tom Hanks Look Like Tom Hanks

Supasorn Suwajanakorn, Steven M. Seitz, Ira Kemelmacher-Shlizerman

Learning a Discriminative Model for the Perception of Realism in Composite Images

Jun-Yan Zhu, Philipp Krähenbühl, Eli Shechtman, Alexei A. Efros

Robust RGB-D Odometry Using Point and Line Features

Yan Lu, Dezhen Song

Extraction of Virtual Baselines From Distorted Document Images Using Curvilinear Projection

GAOFENG MENG, Zuming Huang, Yonghong Song, SHIMING XIANG, Chunhong Pan

Group Membership Prediction

Ziming Zhang, Yuting Chen, Venkatesh Saligrama

Learning to Predict Saliency on Face Images

Mai Xu, Yun Ren, Zulin Wang

Example-Based Modeling of Facial Texture From Deficient Data

Arnaud Dessein, William A. P. Smith, Richard C. Wilson, Edwin R. Hancock

Understanding Everyday Hands in Action From RGB-D Images

Gregory Rogez, James S. Supancic III, Deva Ramanan

PIEFA: Personalized Incremental and Ensemble Face Alignment

Xi Peng, Shaoting Zhang, Yu Yang, Dimitris N. Metaxas

Robust Statistical Face Frontalization

Christos Sagonas, Yannis Panagakis, Stefanos Zafeiriou, Maja Pantic

Person Recognition in Personal Photo Collections

Seong Joon Oh, Rodrigo Benenson, Mario Fritz, Bernt Schiele

Regressive Tree Structured Model for Facial Landmark Localization

Gee-Sern Hsu, Kai-Hsiang Chang, Shih-Chieh Huang

Bi-Shifting Auto-Encoder for Unsupervised Domain Adaptation

Meina Kan, Shiguang Shan, Xilin Chen

Discriminative Pose-Free Descriptors for Face and Object Matching

Soubhik Sanyal, Sivaram Prasad Mudunuri, Soma Biswas

An Accurate Iris Segmentation Framework Under Relaxed Imaging Constraints Using Total Variation Model

Zijing Zhao, Kumar Ajay

Two Birds, One Stone: Jointly Learning Binary Code for Large-Scale Face Image Retrieval and Attributes Prediction

Yan Li, Ruiping Wang, HaoMiao Liu, Huajie Jiang, Shiguang Shan