ECCV 2018

776 papers

Single Image Water Hazard Detection using FCN with Reflection Attention Units

Xiaofeng Han, Chuong Nguyen, Shaodi You, Jianfeng Lu

Progressive Neural Architecture Search

Chenxi Liu, Barret Zoph, Maxim Neumann, Jonathon Shlens, Wei Hua

Urban Zoning Using Higher-Order Markov Random Fields on Multi-View Imagery Data

Tian Feng, Quang-Trung Truong, Duc Thanh Nguyen, Jing Yu Koh, Lap-Fai Yu

Lifelong Learning via Progressive Distillation and Retrospection

Saihui Hou, Xinyu Pan, Chen Change Loy, Zilei Wang, Dahua Lin

Is Robustness the Cost of Accuracy? -- A Comprehensive Study on the Robustness of 18 Deep Image Classification Models

Dong Su, Huan Zhang, Hongge Chen, Jinfeng Yi, Pin-Yu Chen

Deep Clustering for Unsupervised Learning of Visual Features

Mathilde Caron, Piotr Bojanowski, Armand Joulin, Matthijs Douze

Synthetically Supervised Feature Learning for Scene Text Recognition

Yang Liu, Zhaowen Wang, Hailin Jin, Ian Wassell

View-graph Selection Framework for SfM

Rajvi Shah, Visesh Chari, P J Narayanan

A Joint Sequence Fusion Model for Video Question Answering and Retrieval

Youngjae Yu, Jongseok Kim, Gunhee Kim

Deep Factorised Inverse-Sketching

Kaiyue Pang, Da Li, Jifei Song, Yi-Zhe Song, Tao Xiang

In the Eye of Beholder: Joint Learning of Gaze and Actions in First Person Video

Yin Li, Miao Liu, James M. Rehg

Object Level Visual Reasoning in Videos

Fabien Baradel, Natalia Neverova, Christian Wolf, Julien Mille, Greg Mori

Deep Co-Training for Semi-Supervised Image Recognition

Siyuan Qiao, Wei Shen, Zhishuai Zhang, Bo Wang, Alan Yuille

Conditional Image-Text Embedding Networks

Bryan A. Plummer, Paige Kordas, M. Hadi Kiapour, Shuai Zheng, Robinson Piramuthu

Group Normalization

Yuxin Wu, Kaiming He

Semi-supervised FusedGAN for Conditional Image Generation

Navaneeth Bodla, Gang Hua, Rama Chellappa

FishEyeRecNet: A Multi-Context Collaborative Deep Network for Fisheye Image Rectification

Xiaoqing Yin, Xinchao Wang, Jun Yu, Maojun Zhang, Pascal Fua

Visual-Inertial Object Detection and Mapping

Xiaohan Fei, Stefano Soatto

Unsupervised Domain Adaptation for 3D Keypoint Estimation via View Consistency

Xingyi Zhou, Arjun Karpur, Chuang Gan, Linjie Luo, Qixing Huang

AutoLoc: Weakly-supervised Temporal Action Localization in Untrimmed Videos

Zheng Shou, Hang Gao, Lei Zhang, Kazuyuki Miyazawa, Shih-fu Chang

Stereo Vision-based Semantic 3D Object and Ego-motion Tracking for Autonomous Driving

Peiliang Li, Tong Qin, andShaojie Shen

Modality Distillation with Multiple Stream Networks for Action Recognition

Nuno C. Garcia, Pietro Morerio, Vittorio Murino

Using Object Information for Spotting Text

Shitala Prasad, Adams Wai Kin Kong

Self-Calibrating Isometric Non-Rigid Structure-from-Motion

Shaifali Parashar, Adrien Bartoli, Daniel Pizarro

MultiPoseNet: Fast Multi-Person Pose Estimation using Pose Residual Network

Muhammed Kocabas, Salih Karagoz, Emre Akbas

Progressive Structure from Motion

Alex Locher, Michal Havlena, Luc Van Gool

Affinity Derivation and Graph Merge for Instance Segmentation

Yiding Liu, Siyu Yang, Bin Li, Wengang Zhou, Jizheng Xu

Composition Loss for Counting, Density Map Estimation and Localization in Dense Crowds

Haroon Idrees, Muhmmad Tayyab, Kishan Athrey, Dong Zhang, Somaya Al-Maadeed

Video Compression through Image Interpolation

Chao-Yuan Wu, Nayan Singhal, Philipp Krähenbühl

A Dataset and Architecture for Visual Reasoning with a Working Memory

Guangyu Robert Yang, Igor Ganichev, Xiao-Jing Wang, Jonathon Shlens, David Sussillo

Convolutional Networks with Adaptive Inference Graphs

Andreas Veit, Serge Belongie

Integral Human Pose Regression

Xiao Sun, Bin Xiao, Fangyin Wei, Shuang Liang, Yichen Wei

Deep Autoencoder for Combined Human Pose Estimation and Body Model Upscaling

Matthew Trumble, Andrew Gilbert, Adrian Hilton, John Collomosse

Improved Structure from Motion Using Fiducial Marker Matching

Joseph DeGol, Timothy Bretl, Derek Hoiem

Joint optimization for compressive video sensing and reconstruction under hardware constraints

Michitaka Yoshida, Akihiko Torii, Masatoshi Okutomi, Kenta Endo, Yukinobu Sugiyama

Fully-Convolutional Point Networks for Large-Scale Point Clouds

Dario Rethage, Johanna Wald, Jürgen Sturm, Nassir Navab, Federico Tombari

Actor-centric Relation Network

Chen Sun, Abhinav Shrivastava, Carl Vondrick, Kevin Murphy, Rahul Sukthankar

The Contextual Loss for Image Transformation with Non-Aligned Data

Roey Mechrez, Itamar Talmi, Lihi Zelnik-Manor

Deep Boosting for Image Denoising

Chang Chen, Zhiwei Xiong, Xinmei Tian, Feng Wu

Unsupervised Person Re-identification by Deep Learning Tracklet Association

Minxian Li, Xiatian Zhu, Shaogang Gong

3D Recurrent Neural Networks with Context Fusion for Point Cloud Semantic Segmentation

Xiaoqing Ye, Jiamao Li, Hexiao Huang, Liang Du, Xiaolin Zhang

Compound Memory Networks for Few-shot Video Classification

Linchao Zhu, Yi Yang

Deeply Learned Compositional Models for Human Pose Estimation

Wei Tang, Pei Yu, Ying Wu

Point-to-Point Regression PointNet for 3D Hand Pose Estimation

Liuhao Ge, Zhou Ren, Junsong Yuan

SkipNet: Learning Dynamic Routing in Convolutional Networks

Xin Wang, Fisher Yu, Zi-Yi Dou, Trevor Darrell, Joseph E. Gonzalez

Weakly-supervised 3D Hand Pose Estimation from Monocular RGB Images

Yujun Cai, Liuhao Ge, Jianfei Cai, Junsong Yuan

Image Generation from Sketch Constraint Using Contextual GAN

Yongyi Lu, Shangzhe Wu, Yu-Wing Tai, Chi-Keung Tang

X-ray Computed Tomography Through Scatter

Adam Geva, Yoav Y. Schechner, Yonatan Chernyak, Rajiv Gupta

PSANet: Point-wise Spatial Attention Network for Scene Parsing

Hengshuang Zhao, Yi Zhang, Shu Liu, Jianping Shi, Chen Change Loy

Piggyback: Adapting a Single Network to Multiple Tasks by Learning to Mask Weights

Arun Mallya, Dillon Davis, Svetlana Lazebnik

How Local is the Local Diversity? Reinforcing Sequential Determinantal Point Processes with Dynamic Ground Sets for Supervised Video Summarization

Yandong Li, Liqiang Wang, Tianbao Yang, Boqing Gong

Real-to-Virtual Domain Unification for End-to-End Autonomous Driving

Luona Yang, Xiaodan Liang, Tairui Wang, Eric Xing

On Offline Evaluation of Vision-based Driving Models

Felipe Codevilla, Antonio M. Lopez, Vladlen Koltun, Alexey Dosovitskiy

Learning Discriminative Video Representations Using Adversarial Perturbations

Jue Wang, Anoop Cherian

stagNet: An Attentive Semantic RNN for Group Activity Recognition

Mengshi Qi, Jie Qin, Annan Li, Yunhong Wang, Jiebo Luo

Spatio-temporal Transformer Network for Video Restoration

Tae Hyun Kim, Mehdi S. M. Sajjadi, Michael Hirsch, Bernhard Schölkopf

CBAM: Convolutional Block Attention Module

Sanghyun Woo, Jongchan Park, Joon-Young Lee, In So Kweon

Making Deep Heatmaps Robust to Partial Occlusions for 3D Object Pose Estimation

Markus Oberweger, Mahdi Rad, Vincent Lepetit

ConvNets and ImageNet Beyond Accuracy: Understanding Mistakes and Uncovering Biases

Pierre Stock, Moustapha Cisse

Beyond local reasoning for stereo confidence estimation with deep learning

Fabio Tosi, Matteo Poggi, Antonio Benincasa, Stefano Mattoccia

The Unmanned Aerial Vehicle Benchmark: Object Detection and Tracking

Dawei Du, Yuankai Qi, Hongyang Yu, Yifan Yang, Kaiwen Duan

Improving Spatiotemporal Self-Supervision by Deep Reinforcement Learning

Uta Buchler, Biagio Brattoli, Bjorn Ommer

Sub-GAN: An Unsupervised Generative Model via Subspaces

Jie Liang, Jufeng Yang, Hsin-Ying Lee, Kai Wang, Ming-Hsuan Yang

Saliency Benchmarking Made Easy: Separating Models, Maps and Metrics

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

Person Search via A Mask-guided Two-stream CNN Model

Di Chen, Shanshan Zhang, Wanli Ouyang, Jian Yang, Ying Tai

Pairwise Body-Part Attention for Recognizing Human-Object Interactions

Hao-Shu Fang, Jinkun Cao, Yu-Wing Tai, Cewu Lu

Generative Adversarial Network with Spatial Attention for Face Attribute Editing

Gang Zhang, Meina Kan, Shiguang Shan, Xilin Chen

Beyond Part Models: Person Retrieval with Refined Part Pooling (and A Strong Convolutional Baseline)

Yifan Sun, Liang Zheng, Yi Yang, Qi Tian, Shengjin Wang

Remote Photoplethysmography Correspondence Feature for 3D Mask Face Presentation Attack Detection

Si-Qi Liu, Xiangyuan Lan, Pong C. Yuen

Lifting Layers: Analysis and Applications

Peter Ochs, Tim Meinhardt, Laura Leal-Taixé, Michael Moeller

Affine Correspondences between Central Cameras for Rapid Relative Pose Estimation

Ivan Eichhardt, Dmitry Chetverikov

MT-VAE: Learning Motion Transformations to Generate Multimodal Human Dynamics

Xinchen Yan, Akash Rastogi, Ruben Villegas, Kalyan Sunkavalli, Eli Shechtman

NetAdapt: Platform-Aware Neural Network Adaptation for Mobile Applications

Tien-Ju Yang, Andrew Howard, Bo Chen, Xiao Zhang, Alec Go

Model Adaptation with Synthetic and Real Data for Semantic Dense Foggy Scene Understanding

Christos Sakaridis, Dengxin Dai, Simon Hecker, Luc Van Gool

Recovering Accurate 3D Human Pose in The Wild Using IMUs and a Moving Camera

Timo von Marcard, Roberto Henschel, Michael J. Black, Bodo Rosenhahn, Gerard Pons-Moll

Multi-object Tracking with Neural Gating Using Bilinear LSTM

Chanho Kim, Fuxin Li, James M. Rehg

Learnable PINs: Cross-Modal Embeddings for Person Identity

Arsha Nagrani, Samuel Albanie, Andrew Zisserman

Learning to Separate Object Sounds by Watching Unlabeled Video

Ruohan Gao, Rogerio Feris, Kristen Grauman

Deep Burst Denoising

Clement Godard, Kevin Matzen, Matt Uyttendaele

Pyramid Dilated Deeper ConvLSTM for Video Salient Object Detection

Hongmei Song, Wenguan Wang, Sanyuan Zhao, Jianbing Shen, Kin-Man Lam

Orthogonal Deep Features Decomposition for Age-Invariant Face Recognition

Yitong Wang, Dihong Gong, Zheng Zhou, Xing Ji, Hao Wang

A Trilateral Weighted Sparse Coding Scheme for Real-World Image Denoising

Jun Xu, Lei Zhang, David Zhang

Deformable Pose Traversal Convolution for 3D Action and Gesture Recognition

Junwu Weng, Mengyuan Liu, Xudong Jiang, Junsong Yuan

Neural Procedural Reconstruction for Residential Buildings

Huayi Zeng, Jiaye Wu, Yasutaka Furukawa

Deep Volumetric Video From Very Sparse Multi-View Performance Capture

Zeng Huang, Tianye Li, Weikai Chen, Yajie Zhao, Jun Xing

Straight to the Facts: Learning Knowledge Base Retrieval for Factual Visual Question Answering

Medhini Narasimhan, Alexander G. Schwing

Deep Video Quality Assessor: From Spatio-temporal Visual Sensitivity to A Convolutional Neural Aggregation Network

Woojae Kim, Jongyoo Kim, Sewoong Ahn, Jinwoo Kim, Sanghoon Lee

SaaS: Speed as a Supervisor for Semi-supervised Learning

Safa Cicek, Alhussein Fawzi, Stefano Soatto

End-to-End Incremental Learning

Francisco M. Castro, Manuel J. Marin-Jimenez, Nicolas Guil, Cordelia Schmid, Karteek Alahari

Objects that Sound

Relja Arandjelović, Andrew Zisserman

DFT-based Transformation Invariant Pooling Layer for Visual Classification

Jongbin Ryu, Ming-Hsuan Yang, Jongwoo Lim

Learning Deep Representations with Probabilistic Knowledge Transfer

Nikolaos Passalis, Anastasios Tefas

Towards Realistic Predictors

Pei Wang, Nuno Vasconcelos

Eliminating the Blind Spot: Adapting 3D Object Detection and Monocular Depth Estimation to 360° Panoramic Imagery

Greire Payen de La Garanderie, Amir Atapour Abarghouei, Toby P. Breckon

Revisiting the Inverted Indices for Billion-Scale Approximate Nearest Neighbors

Dmitry Baranchuk, Artem Babenko, Yury Malkov

Shuffle-Then-Assemble: Learning Object-Agnostic Visual Relationship Features

Xu Yang, Hanwang Zhang, Jianfei Cai

3D Vehicle Trajectory Reconstruction in Monocular Video Data Using Environment Structure Constraints

Sebastian Bullinger, Christoph Bodensteiner, Michael Arens, Rainer Stiefelhagen

Unsupervised Video Object Segmentation with Motion-based Bilateral Networks

Siyang Li, Bryan Seybold, Alexey Vorobyov, Xuejing Lei, C.-C. Jay Kuo

VideoMatch: Matching based Video Object Segmentation

Yuan-Ting Hu, Jia-Bin Huang, Alexander G. Schwing

Show, Tell and Discriminate: Image Captioning by Self-retrieval with Partially Labeled Data

Xihui Liu, hongsheng Li, Jing Shao, Dapeng Chen, Xiaogang Wang