ICCV 2017

621 papers

Generalized Orderless Pooling Performs Implicit Salient Matching

Marcel Simon, Yang Gao, Trevor Darrell, Joachim Denzler, Erik Rodner

Illuminating Pedestrians via Simultaneous Detection & Segmentation

Garrick Brazil, Xi Yin, Xiaoming Liu

WordSup: Exploiting Word Annotations for Character Based Text Detection

Han Hu, Chengquan Zhang, Yuxuan LUO, Yuzhuo Wang, Junyu Han

Extreme Clicking for Efficient Object Annotation

Dim P. Papadopoulos, Jasper R. R. Uijlings, Frank Keller, Vittorio Ferrari

Object-Level Proposals

Jianxiang Ma, Anlong Ming, Zilong Huang, Xinggang Wang, Yu Zhou

Locally-Transferred Fisher Vectors for Texture Classification

Yang Song, Fan Zhang, Qing Li, Heng Huang, Lauren J. O'Donnell

Learning to Estimate 3D Hand Pose From Single RGB Images

Christian Zimmermann, Thomas Brox

Boosting Image Captioning With Attributes

Ting Yao, Yingwei Pan, Yehao Li, Zhaofan Qiu, Tao Mei

AnnArbor: Approximate Nearest Neighbors Using Arborescence Coding

Artem Babenko, Victor Lempitsky

SSH: Single Stage Headless Face Detector

Mahyar Najibi, Pouya Samangouei, Rama Chellappa, Larry S. Davis

RoomNet: End-To-End Room Layout Estimation

Chen-Yu Lee, Vijay Badrinarayanan, Tomasz Malisiewicz, Andrew Rabinovich

Referring Expression Generation and Comprehension via Attributes

Jingyu Liu, Liang Wang, Ming-Hsuan Yang

Mutual Enhancement for Detection of Multiple Logos in Sports Videos

Yuan Liao, Xiaoqing Lu, Chengcui Zhang, Yongtao Wang, Zhi Tang

Online Multi-Object Tracking Using CNN-Based Single Object Tracker With Spatial-Temporal Attention Mechanism

Qi Chu, Wanli Ouyang, hongsheng Li, Xiaogang Wang, Bin Liu

Deep Generative Adversarial Compression Artifact Removal

Leonardo Galteri, Lorenzo Seidenari, Marco Bertini, Alberto Del Bimbo

Blob Reconstruction Using Unilateral Second Order Gaussian Kernels With Application to High-ISO Long-Exposure Image Denoising

Gang Wang, Carlos Lopez-Molina, Bernard De Baets

Convergence Analysis of MAP Based Blur Kernel Estimation

Sunghyun Cho, Seungyong Lee

Image Super-Resolution Using Dense Skip Connections

Tong Tong, Gen Li, Xiejie Liu, Qinquan Gao

Understanding Low- and High-Level Contributions to Fixation Prediction

Matthias Kümmerer, Thomas S. A. Wallis, Leon A. Gatys, Matthias Bethge

Simultaneous Detection and Removal of High Altitude Clouds From an Image

Tushar Sandhan, Jin Young Choi

AOD-Net: All-In-One Dehazing Network

Boyi Li, Xiulian Peng, Zhangyang Wang, Jizheng Xu, Dan Feng

Non-Linear Convolution Filters for CNN-Based Learning

Georgios Zoumpourlis, Alexandros Doumanoglou, Nicholas Vretos, Petros Daras

Blur-Invariant Deep Learning for Blind-Deblurring

T. M. Nimisha, Akash Kumar Singh, A. N. Rajagopalan

Automatic Content-Aware Projection for 360deg Videos

Yeong Won Kim, Chang-Ryeol Lee, Dae-Yong Cho, Yong Hoon Kwon, Hyeok-Jae Choi

Jointly Attentive Spatial-Temporal Pooling Networks for Video-Based Person Re-Identification

Shuangjie Xu, Yu Cheng, Kang Gu, Yang Yang, Shiyu Chang

Learning Dense Facial Correspondences in Unconstrained Images

Ronald Yu, Shunsuke Saito, Haoxiang Li, Duygu Ceylan, Hao Li

DeepFuse: A Deep Unsupervised Approach for Exposure Fusion With Extreme Exposure Image Pairs

K. Ram Prabhakar, V Sai Srikar, R. Venkatesh Babu

From RGB to Spectrum for Natural Scenes via Manifold-Based Mapping

Yan Jia, Yinqiang Zheng, Lin Gu, Art Subpa-asa, Antony Lam

Efficient Algorithms for Moral Lineage Tracing

Markus Rempfler, Jan-Hendrik Lange, Florian Jug, Corinna Blasse, Eugene W. Myers

FLaME: Fast Lightweight Mesh Estimation Using Variational Smoothing on Delaunay Graphs

W. Nicholas Greene, Nicholas Roy

Taking the Scenic Route to 3D: Optimising Reconstruction From Moving Cameras

Oscar Mendez, Simon Hadfield, Nicolas Pugeault, Richard Bowden

Dynamics Enhanced Multi-Camera Motion Segmentation From Unsynchronized Videos

Xikang Zhang, Bengisu Ozbay, Mario Sznaier, Octavia Camps

Optimal Transformation Estimation With Semantic Cues

Danda Pani Paudel, Adlane Habed, Luc Van Gool

Monocular Dense 3D Reconstruction of a Complex Dynamic Scene From Two Perspective Frames

Suryansh Kumar, Yuchao Dai, Hongdong Li

Depth Estimation Using Structured Light Flow -- Analysis of Projected Pattern Flow on an Object's Surface

Ryo Furukawa, Ryusuke Sagawa, Hiroshi Kawasaki

Ray Space Features for Plenoptic Structure-From-Motion

Yingliang Zhang, Peihong Yu, Wei Yang, Yuanxi Ma, Jingyi Yu

2D-Driven 3D Object Detection in RGB-D Images

Jean Lahoud, Bernard Ghanem

Joint Estimation of Camera Pose, Depth, Deblurring, and Super-Resolution From a Blurred Image Sequence

Haesol Park, Kyoung Mu Lee

Visual Odometry for Pixel Processor Arrays

Laurie Bose, Jianing Chen, Stephen J. Carey, Piotr Dudek, Walterio Mayol-Cuevas

Learning Spread-Out Local Feature Descriptors

Xu Zhang, Felix X. Yu, Sanjiv Kumar, Shih-fu Chang

Learning to Push the Limits of Efficient FFT-Based Image Deconvolution

Jakob Kruse, Carsten Rother, Uwe Schmidt

Unrolled Memory Inner-Products: An Abstract GPU Operator for Efficient Vision-Related Computations

Yu-Sheng Lin, Wei-Chao Chen, Shao-Yi Chien

Practical and Efficient Multi-View Matching

Eleonora Maset, Federica Arrigoni, Andrea Fusiello

Weakly- and Self-Supervised Learning for Content-Aware Deep Image Retargeting

Donghyeon Cho, Jinsun Park, Tae-Hyun Oh, Yu-Wing Tai, In So Kweon

Structure-Measure: A New Way to Evaluate Foreground Maps

Deng-Ping Fan, Ming-Ming Cheng, Yun Liu, Tao Li, Ali Borji

MemNet: A Persistent Memory Network for Image Restoration

Ying Tai, Jian Yang, Xiaoming Liu, Chunyan Xu

DCTM: Discrete-Continuous Transformation Matching for Semantic Flow

Seungryong Kim, Dongbo Min, Stephen Lin, Kwanghoon Sohn

Learning High Dynamic Range From Outdoor Panoramas

Jinsong Zhang, Jean-Francois Lalonde

Shadow Detection With Conditional Generative Adversarial Networks

Vu Nguyen, Tomas F. Yago Vicente, Maozheng Zhao, Minh Hoai, Dimitris Samaras

Makeup-Go: Blind Reversion of Portrait Edit

Ying-Cong Chen, Xiaoyong Shen, Jiaya Jia

EnhanceNet: Single Image Super-Resolution Through Automated Texture Synthesis

Mehdi S. M. Sajjadi, Bernhard Schölkopf, Michael Hirsch

Learning Video Object Segmentation With Visual Memory

Pavel Tokmakov, Karteek Alahari, Cordelia Schmid

Detail-Revealing Deep Video Super-Resolution

Xin Tao, Hongyun Gao, Renjie Liao, Jue Wang, Jiaya Jia

Video Frame Synthesis Using Deep Voxel Flow

Ziwei Liu, Raymond A. Yeh, Xiaoou Tang, Yiming Liu, Aseem Agarwala

Semantic Video CNNs Through Representation Warping

Raghudeep Gadde, Varun Jampani, Peter V. Gehler

Spatial-Aware Object Embeddings for Zero-Shot Localization and Classification of Actions

Pascal Mettes, Cees G. M. Snoek

Neural Ctrl-F: Segmentation-Free Query-By-String Word Spotting in Handwritten Manuscript Collections

Tomas Wilkinson, Jonas Lindstrom, Anders Brun

Constrained Convolutional Sparse Coding for Parametric Based Reconstruction of Line Drawings

Sara Shaheen, Lama Affara, Bernard Ghanem

AMTnet: Action-Micro-Tube Regression by End-To-End Trainable Deep Architecture

Suman Saha, Gurkirt Singh, Fabio Cuzzolin

Action Tubelet Detector for Spatio-Temporal Action Localization

Vicky Kalogeiton, Philippe Weinzaepfel, Vittorio Ferrari, Cordelia Schmid

Unsupervised Video Understanding by Reconciliation of Posture Similarities

Timo Milbich, Miguel Bautista, Ekaterina Sutter, Bjorn Ommer

Learning-Based Cloth Material Recovery From Video

Shan Yang, Junbang Liang, Ming C. Lin

Interleaved Group Convolutions

Ting Zhang, Guo-Jun Qi, Bin Xiao, Jingdong Wang

Active Learning for Human Pose Estimation

Buyu Liu, Vittorio Ferrari

Adversarial Inverse Graphics Networks: Learning 2D-To-3D Lifting and Image-To-Image Translation From Unpaired Supervision

Hsiao-Yu Fish Tung, Adam W. Harley, William Seto, Katerina Fragkiadaki

Supplementary Meta-Learning: Towards a Dynamic Model for Deep Neural Networks

FEIHU ZHANG, Benjamin W. Wah

Unsupervised Learning From Video to Detect Foreground Objects in Single Images

Ioana Croitoru, Simion-Vlad Bogolin, Marius Leordeanu

Summarization and Classification of Wearable Camera Streams by Learning the Distributions Over Deep Features of Out-Of-Sample Image Sequences

Alessandro Perina, Sadegh Mohammadi, Nebojsa Jojic, Vittorio Murino

Side Information in Robust Principal Component Analysis: Algorithms and Applications

Niannan Xue, Yannis Panagakis, Stefanos Zafeiriou

Approximate Grassmannian Intersections: Subspace-Valued Subspace Learning

Calvin Murdock, Fernando De la Torre

Self-Supervised Learning of Pose Embeddings From Spatiotemporal Relations in Videos

Omer Sumer, Tobias Dencker, Bjorn Ommer

Domain-Adaptive Deep Network Compression

Marc Masana, Joost van de Weijer, Luis Herranz, Andrew D. Bagdanov, Jose M. Alvarez

Consensus Convolutional Sparse Coding

Biswarup Choudhury, Robin Swanson, Felix Heide, Gordon Wetzstein, Wolfgang Heidrich

Learning Discriminative ab-Divergences for Positive Definite Matrices

Anoop Cherian, Panagiotis Stanitsas, Mehrtash Harandi, Vassilios Morellas, Nikolaos Papanikolopoulos

Region-Based Correspondence Between 3D Shapes via Spatially Smooth Biclustering

Matteo Denitto, Simone Melzi, Manuele Bicego, Umberto Castellani, Alessandro Farinelli

Deep Free-Form Deformation Network for Object-Mask Registration

Haoyang Zhang, Xuming He

Higher-Order Minimum Cost Lifted Multicuts for Motion Segmentation

Margret Keuper

PPR-FCN: Weakly Supervised Visual Relation Detection via Parallel Pairwise R-FCN

Hanwang Zhang, Zawlin Kyaw, Jinyang Yu, Shih-fu Chang

Learning Discriminative Latent Attributes for Zero-Shot Classification

Huajie Jiang, Ruiping Wang, Shiguang Shan, Yi Yang, Xilin Chen

Aligned Image-Word Representations Improve Inductive Transfer Across Vision-Language Tasks

Tanmay Gupta, Kevin Shih, Saurabh Singh, Derek Hoiem

Learning the Latent "Look": Unsupervised Discovery of a Style-Coherent Embedding From Fashion Images

Wei-Lin Hsiao, Kristen Grauman

Attention-Based Multimodal Fusion for Video Description

Chiori Hori, Takaaki Hori, Teng-Yok Lee, Ziming Zhang, Bret Harsham

Learning Visual N-Grams From Web Data

Ang Li, Allan Jabri, Armand Joulin, Laurens van der Maaten

Situation Recognition With Graph Neural Networks

Ruiyu Li, Makarand Tapaswi, Renjie Liao, Jiaya Jia, Raquel Urtasun

Joint Learning of Object and Action Detectors

Vicky Kalogeiton, Philippe Weinzaepfel, Vittorio Ferrari, Cordelia Schmid

BlitzNet: A Real-Time Deep Network for Scene Understanding

Nikita Dvornik, Konstantin Shmelkov, Julien Mairal, Cordelia Schmid

Drone-Based Object Counting by Spatially Regularized Regional Proposal Network

Meng-Ru Hsieh, Yen-Liang Lin, Winston H. Hsu

Speaking the Same Language: Matching Machine to Human Captions by Adversarial Training

Rakshith Shetty, Marcus Rohrbach, Lisa Anne Hendricks, Mario Fritz, Bernt Schiele

CoupleNet: Coupling Global Structure With Local Parts for Object Detection

Yousong Zhu, Chaoyang Zhao, Jinqiao Wang, Xu Zhao, Yi Wu

Rotational Subgroup Voting and Pose Clustering for Robust 3D Object Recognition

Anders Glent Buch, Lilita Kiforenko, Dirk Kraft

Learning a Recurrent Residual Fusion Network for Multimodal Matching

Yu Liu, Yanming Guo, Erwin M. Bakker, Michael S. Lew

Deep Binaries: Encoding Semantic-Rich Cues for Efficient Textual-Visual Cross Retrieval

Yuming Shen, Li Liu, Ling Shao, Jingkuan Song

Spatial Memory for Context Reasoning in Object Detection

Xinlei Chen, Abhinav Gupta

Cross-Modal Deep Variational Hashing

Venice Erin Liong, Jiwen Lu, Yap-Peng Tan, Jie Zhou

Characterizing and Improving Stability in Neural Style Transfer

Agrim Gupta, Justin Johnson, Alexandre Alahi, Li Fei-fei

Fast Multi-Image Matching via Density-Based Clustering

Roberto Tron, Xiaowei Zhou, Carlos Esteves, Kostas Daniilidis

Supervision by Fusion: Towards Unsupervised Learning of Deep Salient Object Detector

Dingwen Zhang, Junwei Han, Yu Zhang

Online Video Deblurring via Dynamic Temporal Blending Network

Tae Hyun Kim, Kyoung Mu Lee, Bernhard Schölkopf, Michael Hirsch

From Square Pieces to Brick Walls: The Next Challenge in Solving Jigsaw Puzzles

Shir Gur, Ohad Ben-Shahar

A Stagewise Refinement Model for Detecting Salient Objects in Images

Tiantian Wang, Ali Borji, Lihe Zhang, Pingping Zhang, Huchuan Lu