ICCV 2015

526 papers

Contour Box: Rejecting Object Proposals Without Explicit Closed Contours

Cewu Lu, Shu Liu, Jiaya Jia, Chi-Keung Tang

Human Pose Estimation in Videos

Dong Zhang, Mubarak Shah

Spatial Semantic Regularisation for Large Scale Object Detection

Damian Mrowca, Marcus Rohrbach, Judy Hoffman, Ronghang Hu, Kate Saenko

Visual Phrases for Exemplar Face Detection

Vijay Kumar, Anoop Namboodiri, C. V. Jawahar

Relaxing From Vocabulary: Robust Weakly-Supervised Deep Learning for Vocabulary-Free Image Tagging

Jianlong Fu, Yue Wu, Tao Mei, Jinqiao Wang, Hanqing Lu

Beyond Tree Structure Models: A New Occlusion Aware Graphical Model for Human Pose Estimation

Lianrui Fu, Junge Zhang, Kaiqi Huang

An MRF-Poselets Model for Detecting Highly Articulated Humans

Duc Thanh Nguyen, Minh-Khoi Tran, Sai-Kit Yeung

Fast and Accurate Head Pose Estimation via Random Projection Forests

Donghoon Lee, Ming-Hsuan Yang, Songhwai Oh

Lending A Hand: Detecting Hands and Recognizing Activities in Complex Egocentric Interactions

Sven Bambach, Stefan Lee, David J. Crandall, Chen Yu

PQTable: Fast Exact Asymmetric Distance Neighbor Search for Product Quantization Using Hash Tables

Yusuke Matsui, Toshihiko Yamasaki, Kiyoharu Aizawa

BubbLeNet: Foveated Imaging for Visual Discovery

Kevin Matzen, Noah Snavely

Top Rank Supervised Binary Coding for Visual Search

Dongjin Song, Wei Liu, Rongrong Ji, David A. Meyer, John R. Smith

Flowing ConvNets for Human Pose Estimation in Videos

Tomas Pfister, James Charles, Andrew Zisserman

Deep Learning Strong Parts for Pedestrian Detection

Yonglong Tian, Ping Luo, Xiaogang Wang, Xiaoou Tang

Learning Deep Representation With Large-Scale Attributes

Wanli Ouyang, Hongyang Li, Xingyu Zeng, Xiaogang Wang

Alternating Co-Quantization for Cross-Modal Hashing

Go Irie, Hiroyuki Arai, Yukinobu Taniguchi

Adaptive Dither Voting for Robust Spatial Verification

Xiaomeng Wu, Kunio Kashino

Depth-Based Hand Pose Estimation: Data, Methods, and Challenges

James S. Supancic III, Gregory Rogez, Yi Yang, Jamie Shotton, Deva Ramanan

Higher-Order Inference for Multi-Class Log-Supermodular Models

Jian Zhang, Josip Djolonga, Andreas Krause

Optimizing Expected Intersection-Over-Union With Candidate-Constrained CRFs

Faruk Ahmed, Dany Tarlow, Dhruv Batra

A Projection Free Method for Generalized Eigenvalue Problem With a Nonsmooth Regularizer

Seong Jae Hwang, Maxwell D. Collins, Sathya N. Ravi, Vamsi K. Ithapu, Nagesh Adluru

A Wavefront Marching Method for Solving the Eikonal Equation on Cartesian Grids

Brais Cancela, Marcos Ortega, Manuel G. Penedo

Convolutional Sparse Coding for Image Super-Resolution

Shuhang Gu, Wangmeng Zuo, Qi Xie, Deyu Meng, Xiangchu Feng

Inferring M-Best Diverse Labelings in a Single One

Alexander Kirillov, Bogdan Savchynskyy, Dmitrij Schlesinger, Dmitry Vetrov, Carsten Rother

A Multiscale Variable-Grouping Framework for MRF Energy Minimization

Omer Meir, Meirav Galun, Stav Yagev, Ronen Basri, Irad Yavneh

Constrained Convolutional Neural Networks for Weakly Supervised Segmentation

Deepak Pathak, Philipp Krähenbühl, Trevor Darrell

Adaptively Unified Semi-Supervised Dictionary Learning With Active Points

Xiaobo Wang, Xiaojie Guo, Stan Z. Li

Entropy Minimization for Convex Relaxation Approaches

Mohamed Souiai, Martin R. Oswald, Youngwook Kee, Junmo Kim, Marc Pollefeys

Volumetric Bias in Segmentation and Reconstruction: Secrets and Solutions

Yuri Boykov, Hossam Isack, Carl Olsson, Ismail Ben Ayed

Parsimonious Labeling

Puneet K. Dokania, M. Pawan Kumar

Efficient Decomposition of Image and Mesh Graphs by Lifted Multicuts

Margret Keuper, Evgeny Levinkov, Nicolas Bonneel, Guillaume Lavoue, Thomas Brox

Weakly- and Semi-Supervised Learning of a Deep Convolutional Network for Semantic Image Segmentation

George Papandreou, Liang-Chieh Chen, Kevin P. Murphy, Alan L. Yuille

Semantic Segmentation of RGBD Images With Mutex Constraints

Zhuo Deng, Sinisa Todorovic, Longin Jan Latecki

StereoSnakes: Contour Based Consistent Object Extraction For Stereo Images

Ran Ju, Tongwei Ren, Gangshan Wu

Semi-Supervised Normalized Cuts for Image Segmentation

Selene E. Chew, Nathan D. Cahill

A Randomized Ensemble Approach to Industrial CT Segmentation

Hyojin Kim, Jayaraman Jayaraman J. Thiagarajan, Peer-Timo Bremer

Probabilistic Appearance Models for Segmentation and Classification

Julia Kruger, Jan Ehrhardt, Heinz Handels

Enhancing Road Maps by Parsing Aerial Images Around the World

Gellert Mattyus, Shenlong Wang, Sanja Fidler, Raquel Urtasun

Learning to Combine Mid-Level Cues for Object Proposal Generation

Tom Lee, Sanja Fidler, Sven Dickinson

Shell PCA: Statistical Shape Modelling in Shell Space

Chao Zhang, Behrend Heeren, Martin Rumpf, William A. P. Smith

Compositional Hierarchical Representation of Shape Manifolds for Classification of Non-Manifold Shapes

Mete Ozay, Umit Rusen Aktas, Jeremy L. Wyatt, Ales Leonardis

Unsupervised Tube Extraction Using Transductive Learning and Dense Trajectories

Mihai Marian Puscas, Enver Sangineto, Dubravko Culibrk, Nicu Sebe

Detection and Segmentation of 2D Curved Reflection Symmetric Structures

Ching L. Teo, Cornelia Fermuller, Yiannis Aloimonos

BoxSup: Exploiting Bounding Boxes to Supervise Convolutional Networks for Semantic Segmentation

Jifeng Dai, Kaiming He, Jian Sun

Joint Optimization of Segmentation and Color Clustering

Ekaterina Lobacheva, Olga Veksler, Yuri Boykov

Robust Image Segmentation Using Contour-Guided Color Palettes

Xiang Fu, Chien-Yi Wang, Chen Chen, Changhu Wang, C.-C. Jay Kuo

Contour Guided Hierarchical Model for Shape Matching

Yuanqi SU, Yuehu Liu, Bonan Cuan, Nanning Zheng

The Middle Child Problem: Revisiting Parametric Min-Cut and Seeds for Object Proposals

Ahmad Humayun, Fuxin Li, James M. Rehg

BodyPrint: Pose Invariant 3D Shape Matching of Human Bodies

Jiangping Wang, Kai Ma, Vivek Kumar Singh, Thomas Huang, Terrence Chen

Low-Rank Tensor Constrained Multiview Subspace Clustering

Changqing Zhang, Huazhu Fu, Si Liu, Guangcan Liu, Xiaochun Cao

Joint Object and Part Segmentation Using Deep Learned Potentials

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

Video Matting via Sparse and Low-Rank Representation

Dongqing Zou, Xiaowu Chen, Guangying Cao, Xiaogang Wang

Secrets of GrabCut and Kernel K-Means

Meng Tang, Ismail Ben Ayed, Dmitrii Marin, Yuri Boykov

Boosting Object Proposals: From Pascal to COCO

Jordi Pont-Tuset, Luc Van Gool

The One Triangle Three Parallelograms Sampling Strategy and Its Application in Shape Regression

Mikael Nilsson

Conditional Random Fields as Recurrent Neural Networks

Shuai Zheng, Sadeep Jayasumana, Bernardino Romera-Paredes, Vibhav Vineet, Zhizhong Su

Learning Deconvolution Network for Semantic Segmentation

Hyeonwoo Noh, Seunghoon Hong, Bohyung Han

Learning Discriminative Reconstructions for Unsupervised Outlier Removal

Yan Xia, Xudong Cao, Fang Wen, Gang Hua, Jian Sun

Web-Scale Image Clustering Revisited

Yannis Avrithis, Yannis Kalantidis, Evangelos Anagnostopoulos, Ioannis Z. Emiris

Low-Rank Matrix Factorization Under General Mixture Noise Distributions

Xiangyong Cao, Yang Chen, Qian Zhao, Deyu Meng, Yao Wang

Semantic Component Analysis

Calvin Murdock, Fernando De la Torre

Deep Fried Convnets

Zichao Yang, Marcin Moczulski, Misha Denil, Nando de Freitas, Alex Smola

Deep Neural Decision Forests

Peter Kontschieder, Madalina Fiterau, Antonio Criminisi, Samuel Rota Bulò

Discovering the Spatial Extent of Relative Attributes

Fanyi Xiao, Yong Jae Lee

Bilinear CNN Models for Fine-Grained Visual Recognition

Tsung-Yu Lin, Aruni RoyChowdhury, Subhransu Maji

Fast R-CNN

Ross Girshick

Webly Supervised Learning of Convolutional Networks

Xinlei Chen, Abhinav Gupta

Unsupervised Visual Representation Learning by Context Prediction

Carl Doersch, Abhinav Gupta, Alexei A. Efros

Learning Image Representations Tied to Ego-Motion

Dinesh Jayaraman, Kristen Grauman

Minimum Barrier Salient Object Detection at 80 FPS

Jianming Zhang, Stan Sclaroff, Zhe Lin, Xiaohui Shen, Brian Price

Holistically-Nested Edge Detection

Saining Xie, Zhuowen Tu

Human Parsing With Contextualized Convolutional Neural Network

Xiaodan Liang, Chunyan Xu, Xiaohui Shen, Jianchao Yang, Si Liu

Semantic Image Segmentation via Deep Parsing Network

Ziwei Liu, Xiaoxiao Li, Ping Luo, Chen-Change Loy, Xiaoou Tang

Piecewise Flat Embedding for Image Segmentation

Yizhou Yu, Chaowei Fang, Zicheng Liao

Weakly Supervised Graph Based Semantic Segmentation by Learning Communities of Image-Parts

Niloufar Pourian, S. Karthikeyan, B.S. Manjunath

On the Visibility of Point Clouds

Sagi Katz, Ayellet Tal

Global, Dense Multiscale Reconstruction for a Billion Points

Benjamin Ummenhofer, Thomas Brox

3D Time-Lapse Reconstruction From Internet Photos

Ricardo Martin-Brualla, David Gallup, Steven M. Seitz

Structured Indoor Modeling

Satoshi Ikehata, Hang Yang, Yasutaka Furukawa

Unsupervised Generation of a Viewpoint Annotated Car Dataset From Videos

Nima Sedaghat, Thomas Brox

Person Re-Identification Ranking Optimisation by Discriminant Context Information Analysis

Jorge Garcia, Niki Martinel, Christian Micheloni, Alfredo Gardel

Scalable Nonlinear Embeddings for Semantic Category-Based Image Retrieval

Gaurav Sharma, Bernt Schiele

Harvesting Discriminative Meta Objects With Deep CNN Features for Scene Classification

Ruobing Wu, Baoyuan Wang, Wenping Wang, Yizhou Yu

Learning Deep Object Detectors From 3D Models

Xingchao Peng, Baochen Sun, Karim Ali, Kate Saenko

Aggregating Local Deep Features for Image Retrieval

Artem Babenko, Victor Lempitsky

Fine-Grained Change Detection of Misaligned Scenes With Varied Illuminations

Wei Feng, Fei-Peng Tian, Qian Zhang, Nan Zhang, Liang Wan

Per-Sample Kernel Adaptation for Visual Recognition and Grouping

Borislav Antic, Bjorn Ommer

LEWIS: Latent Embeddings for Word Images and their Semantics

Albert Gordo, Jon Almazán, Naila Murray, Florent Perronin

Im2Calories: Towards an Automated Mobile Vision Food Diary

Austin Meyers, Nick Johnston, Vivek Rathod, Anoop Korattikara, Alex Gorban

Relaxed Multiple-Instance SVM With Application to Object Discovery

Xinggang Wang, Zhuotun Zhu, Cong Yao, Xiang Bai

Multi-Scale Recognition With DAG-CNNs

Songfan Yang, Deva Ramanan

FASText: Efficient Unconstrained Scene Text Detector

Michal Busta, Lukas Neumann, Jiri Matas

One Shot Learning via Compositions of Meaningful Patches

Alex Wong, Alan L. Yuille

Cutting Edge: Soft Correspondences in Multimodal Scene Parsing

Sarah Taghavi Namin, Mohammad Najafi, Mathieu Salzmann, Lars Petersson

Task-Driven Feature Pooling for Image Classification

Guo-sen Xie, Xu-yao Zhang, Xiangbo Shu, Shuicheng Yan, Cheng-lin Liu

Predicting Good Features for Image Geo-Localization Using Per-Bundle VLAD

Hyo Jin Kim, Enrique Dunn, Jan-Michael Frahm

Probabilistic Label Relation Graphs With Ising Models

Nan Ding, Jia Deng, Kevin P. Murphy, Hartmut Neven

Cascaded Sparse Spatial Bins for Efficient and Effective Generic Object Detection

David Novotny, Jiri Matas

Neural Activation Constellations: Unsupervised Part Model Discovery With Convolutional Networks

Marcel Simon, Erik Rodner

Object Detection via a Multi-Region and Semantic Segmentation-Aware CNN Model

Spyros Gidaris, Nikos Komodakis