ECCV 2018

776 papers

Learning to Predict Crisp Boundaries

Ruoxi Deng, Chunhua Shen, Shengjun Liu, Huibing Wang, Xinru Liu

Domain Adaptation through Synthesis for Unsupervised Person Re-identification

Slawomir Bak, Peter Carr, Jean-Francois Lalonde

Rethinking Spatiotemporal Feature Learning: Speed-Accuracy Trade-offs in Video Classification

Saining Xie, Chen Sun, Jonathan Huang, Zhuowen Tu, Kevin Murphy

Look Deeper into Depth: Monocular Depth Estimation with Semantic Booster and Attention-Driven Loss

Jianbo Jiao, Ying Cao, Yibing Song, Rynson Lau

Super-Identity Convolutional Neural Network for Face Hallucination

Kaipeng Zhang, Zhanpeng Zhang, Chia-Wen Cheng, Winston H. Hsu, Yu Qiao

PARN: Pyramidal Affine Regression Networks for Dense Semantic Correspondence

Sangryul Jeon, Seungryong Kim, Dongbo Min, Kwanghoon Sohn

TS2C: Tight Box Mining with Surrounding Segmentation Context for Weakly Supervised Object Detection

Yunchao Wei, Zhiqiang Shen, Bowen Cheng, Honghui Shi, Jinjun Xiong

Multi-Fiber Networks for Video Recognition

Yunpeng Chen, Yannis Kalantidis, Jianshu Li, Shuicheng Yan, Jiashi Feng

ICNet for Real-Time Semantic Segmentation on High-Resolution Images

Hengshuang Zhao, Xiaojuan Qi, Xiaoyong Shen, Jianping Shi, Jiaya Jia

Goal-Oriented Visual Question Generation via Intermediate Rewards

Junjie Zhang, Qi Wu, Chunhua Shen, Jian Zhang, Jianfeng Lu

C-WSL: Count-guided Weakly Supervised Localization

Mingfei Gao, Ang Li, Ruichi Yu, Vlad I. Morariu, Larry S. Davis

Evaluating Capability of Deep Neural Networks for Image Classification via Information Plane

Hao Cheng, Dongze Lian, Shenghua Gao, Yanlin Geng

Wasserstein Divergence for GANs

Jiqing Wu, Zhiwu Huang, Janine Thoma, Dinesh Acharya, Luc Van Gool

ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation

Sachin Mehta, Mohammad Rastegari, Anat Caspi, Linda Shapiro, Hannaneh Hajishirzi

Meta-Tracker: Fast and Robust Online Adaptation for Visual Object Trackers

Eunbyung Park, Alexander C. Berg

Riemannian Walk for Incremental Learning: Understanding Forgetting and Intransigence

Arslan Chaudhry, Puneet K. Dokania, Thalaiyasingam Ajanthan, Philip H. S. Torr

DeepIM: Deep Iterative Matching for 6D Pose Estimation

Yi Li, Gu Wang, Xiangyang Ji, Yu Xiang, Dieter Fox

A Dataset for Lane Instance Segmentation in Urban Environments

Brook Roberts, Sebastian Kaltwang, Sina Samangooei, Mark Pender-Bare, Konstantinos Tertikas

Towards Human-Level License Plate Recognition

Jiafan Zhuang, Saihui Hou, Zilei Wang, Zheng-Jun Zha

BodyNet: Volumetric Inference of 3D Human Body Shapes

Gül Varol, Duygu Ceylan, Bryan Russell, Jimei Yang, Ersin Yumer

Less is More: Picking Informative Frames for Video Captioning

Yangyu Chen, Shuhui Wang, Weigang Zhang, Qingming Huang

Improving Deep Visual Representation for Person Re-identification by Global and Local Image-language Association

Dapeng Chen, hongsheng Li, Xihui Liu, Yantao Shen, Jing Shao

Learning to Zoom: a Saliency-Based Sampling Layer for Neural Networks

Adria Recasens, Petr Kellnhofer, Simon Stent, Wojciech Matusik, Antonio Torralba

A-Contrario Horizon-First Vanishing Point Detection Using Second-Order Grouping Laws

Gilles Simon, Antoine Fond, Marie-Odile Berger

Stereo relative pose from line and point feature triplets

Alexander Vakhitov, Victor Lempitsky, Yinqiang Zheng

Neural Graph Matching Networks for Fewshot 3D Action Recognition

Michelle Guo, Edward Chou, De-An Huang, Shuran Song, Serena Yeung

Proxy Clouds for Live RGB-D Stream Processing and Consolidation

Adrien Kaiser, Jose Alonso Ybanez Zepeda, Tamy Boubekeur

ECO: Efficient Convolutional Network for Online Video Understanding

Mohammadreza Zolfaghari, Kamaljeet Singh, Thomas Brox

Deep Randomized Ensembles for Metric Learning

Hong Xuan, Richard Souvenir, Robert Pless

LQ-Nets: Learned Quantization for Highly Accurate and Compact Deep Neural Networks

Dongqing Zhang, Jiaolong Yang, Dongqiangzi Ye, Gang Hua

Hand Pose Estimation via Latent 2.5D Heatmap Regression

Umar Iqbal, Pavlo Molchanov, Thomas Breuel Juergen Gall, Jan Kautz

Training Binary Weight Networks via Semi-Binary Decomposition

Qinghao Hu, Gang Li, Peisong Wang, Yifan Zhang, Jian Cheng

Robust Anchor Embedding for Unsupervised Video Person Re-Identification in the Wild

Mang Ye, Xiangyuan Lan, Pong C. Yuen

Multi-view to Novel view: Synthesizing novel views with Self-Learned Confidence

Shao-Hua Sun, Minyoung Huh, Yuan-Hong Liao, Ning Zhang, Joseph J. Lim

Coded Illumination and Imaging for Fluorescence Based Classification

Yuta Asano, Misaki Meguro, Chao Wang, Antony Lam, Yinqiang Zheng

Reconstruction-based Pairwise Depth Dataset for Depth Image Enhancement Using CNN

Junho Jeon, Seungyong Lee

Factorizable Net: An Efficient Subgraph-based Framework for Scene Graph Generation

Yikang LI, Wanli Ouyang, Bolei Zhou, Jianping Shi, Chao Zhang

Pixel2Mesh: Generating 3D Mesh Models from Single RGB Images

Nanyang Wang, Yinda Zhang, Zhuwen Li, Yanwei Fu, Wei Liu

Zoom-Net: Mining Deep Feature Interactions for Visual Relationship Recognition

Guojun Yin, Lu Sheng, Bin Liu, Nenghai Yu, Xiaogang Wang

Snap Angle Prediction for 360° Panoramas

Bo Xiong, Kristen Grauman

Summarizing First-Person Videos from Third Persons' Points of View

Hsuan-I Ho, Wei-Chen Chiu, Yu-Chiang Frank Wang

Small-scale Pedestrian Detection Based on Topological Line Localization and Temporal Feature Aggregation

Tao Song, Leiyu Sun, Di Xie, Haiming Sun, Shiliang Pu

CNN-PS: CNN-based Photometric Stereo for General Non-Convex Surfaces

Ikehata, Satoshi

Action Anticipation with RBF Kernelized Feature Mapping RNN

Yuge Shi, Basura Fernando, Richard Hartley

Deep Structure Inference Network for Facial Action Unit Recognition

Ciprian Corneanu, Meysam Madadi, Sergio Escalera

Imagine This! Scripts to Compositions to Videos

Tanmay Gupta, Dustin Schwenk, Ali Farhadi, Derek Hoiem, Aniruddha Kembhavi

Unsupervised Class-Specific Deblurring

Thekke Madam Nimisha, Kumar Sunil, A. N. Rajagopalan

Asynchronous, Photometric Feature Tracking using Events and Frames

Daniel Gehrig, Henri Rebecq, Guillermo Gallego, Davide Scaramuzza

Zero-Shot Object Detection

Ankan Bansal, Karan Sikka, Gaurav Sharma, Rama Chellappa, Ajay Divakaran

Deep Attention Neural Tensor Network for Visual Question Answering

Yalong Bai, Jianlong Fu, Tiejun Zhao, Tao Mei

Selective Zero-Shot Classification with Augmented Attributes

Jie Song, Chengchao Shen, Jie Lei, An-Xiang Zeng, Kairi Ou

Structured Siamese Network for Real-Time Visual Tracking

Yunhua Zhang, Lijun Wang, Jinqing Qi, Dong Wang, Mengyang Feng

A Zero-Shot Framework for Sketch based Image Retrieval

Sasi Kiran Yelamarthi, Shiva Krishna Reddy, Ashish Mishra, Anurag Mittal

Direct Sparse Odometry With Rolling Shutter

David Schubert, Nikolaus Demmel, Vladyslav Usenko, Jorg Stuckler, Daniel Cremers

Learning to Solve Nonlinear Least Squares for Monocular Stereo

Ronald Clark, Michael Bloesch, Jan Czarnowski, Stefan Leutenegger, Andrew J. Davison

Robust image stitching with multiple registrations

Charles Herrmann, Chen Wang, Richard Strong Bowen, Emil Keyder, Michael Krainin

PersonLab: Person Pose Estimation and Instance Segmentation with a Bottom-Up, Part-Based, Geometric Embedding Model

George Papandreou, Tyler Zhu, Liang-Chieh Chen, Spyros Gidaris, Jonathan Tompson

Deep Video Generation, Prediction and Completion of Human Action Sequences

Haoye Cai, Chunyan Bai, Yu-Wing Tai, Chi-Keung Tang

Variable Ring Light Imaging: Capturing Transient Subsurface Scattering with An Ordinary Camera

Ko Nishino, Art Subpa-asa, Yuta Asano, Mihoko Shimano, Imari Sato

Learning to Capture Light Fields through a Coded Aperture Camera

Yasutaka Inagaki, Yuto Kobayashi, Keita Takahashi, Toshiaki Fujii, Hajime Nagahara

Rolling Shutter Pose and Ego-motion Estimation using Shape-from-Template

Yizhen Lao, Omar Ait-Aider, Adrien Bartoli

Relaxation-Free Deep Hashing via Policy Gradient

Xin Yuan, Liangliang Ren, Jiwen Lu, Jie Zhou

Viewpoint Estimation---Insights & Model

Gilad Divon, Ayellet Tal

W-TALC: Weakly-supervised Temporal Activity Localization and Classification

Sujoy Paul, Sourya Roy, Amit K. Roy-Chowdhury

Learning to Detect and Track Visible and Occluded Body Joints in a Virtual World

Matteo Fabbri, Fabio Lanzi, SIMONE CALDERARA, Andrea Palazzi, Roberto Vezzani

Generalized Loss-Sensitive Adversarial Learning with Manifold Margins

Marzieh Edraki, Guo-Jun Qi

Large Scale Urban Scene Modeling from MVS Meshes

Lingjie Zhu, Shuhan Shen, Xiang Gao, Zhanyi Hu

Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation

Liang-Chieh Chen, Yukun Zhu, George Papandreou, Florian Schroff, Hartwig Adam

CPlaNet: Enhancing Image Geolocalization by Combinatorial Partitioning of Maps

Paul Hongsuck Seo, Tobias Weyand, Jack Sim, Bohyung Han

Image Inpainting for Irregular Holes Using Partial Convolutions

Guilin Liu, Fitsum A. Reda, Kevin J. Shih, Ting-Chun Wang, Andrew Tao

Joint & Progressive Learning from High-Dimensional Data for Multi-Label Classification

Danfeng Hong, Naoto Yokoya, Jian Xu, Xiaoxiang Zhu

Dividing and Aggregating Network for Multi-view Action Recognition

Dongang Wang, Wanli Ouyang, Wen Li, Dong Xu

Learning to Fuse Proposals from Multiple Scanline Optimizations in Semi-Global Matching

Johannes L. Schonberger, Sudipta N. Sinha, Marc Pollefeys

Learning Type-Aware Embeddings for Fashion Compatibility

Mariya I. Vasileva, Bryan A. Plummer, Krishna Dusad, Shreya Rajpal, Ranjitha Kumar

Burst Image Deblurring Using Permutation Invariant Convolutional Neural Networks

Miika Aittala, Fredo Durand

Dynamic Conditional Networks for Few-Shot Learning

Fang Zhao, Jian Zhao, Shuicheng Yan, Jiashi Feng

Key-Word-Aware Network for Referring Expression Image Segmentation

Hengcan Shi, Hongliang Li, Fanman Meng, Qingbo Wu

A Minimal Closed-Form Solution for Multi-Perspective Pose Estimation using Points and Lines

Pedro Miraldo, Tiago Dias, Srikumar Ramalingam

Hierarchical Metric Learning and Matching for 2D and 3D Geometric Correspondences

Mohammed E. Fathy, Quoc-Huy Tran, M. Zeeshan Zia, Paul Vernaza, Manmohan Chandraker

Unsupervised Image-to-Image Translation with Stacked Cycle-Consistent Adversarial Networks

Minjun Li, Haozhi Huang, Lin Ma, Wei Liu, Tong Zhang

Learning Shape Priors for Single-View 3D Completion and Reconstruction

Jiajun Wu, Chengkai Zhang, Xiuming Zhang, Zhoutong Zhang, William T. Freeman

Two at Once: Enhancing Learning and Generalization Capacities via IBN-Net

Xingang Pan, Ping Luo, Jianping Shi, Xiaoou Tang

Recycle-GAN: Unsupervised Video Retargeting

Aayush Bansal, Shugao Ma, Deva Ramanan, Yaser Sheikh

Few-Shot Human Motion Prediction via Meta-Learning

Liang-Yan Gui, Yu-Xiong Wang, Deva Ramanan, José M. F. Moura

Coded Two-Bucket Cameras for Computer Vision

Mian Wei, Navid Sarhangnejad, Zhengfan Xia, Nikita Gusev, Nikola Katic

Deep Bilinear Learning for RGB-D Action Recognition

Jian-Fang Hu, Wei-Shi Zheng, Jiahui Pan, Jianhuang Lai, Jianguo Zhang

Characterizing Adversarial Examples Based on Spatial Consistency Information for Semantic Segmentation

Chaowei Xiao, Ruizhi Deng, Bo Li, Fisher Yu, mingyan liu

Learning to Reconstruct High-quality 3D Shapes with Cascaded Fully Convolutional Networks

Yan-Pei Cao, Zheng-Ning Liu, Zheng-Fei Kuang, Leif Kobbelt, Shi-min Hu

Spatio-Temporal Channel Correlation Networks for Action Classification

Ali Diba, Mohsen Fayyaz, Vivek Sharma, M. Mahdi Arzani, Rahman Yousefzadeh

A Unified Framework for Multi-View Multi-Class Object Pose Estimation

Chi Li, Jin Bai, Gregory D. Hager

ExplainGAN: Model Explanation via Decision Boundary Crossing Transformations

Pouya Samangouei, Ardavan Saeedi, Liam Nakagawa, Nathan Silberman

Descending, lifting or smoothing: Secrets of robust cost optimization

Christopher Zach, Guillaume Bourmaud

Face Super-resolution Guided by Facial Component Heatmaps

Xin Yu, Basura Fernando, Bernard Ghanem, Fatih Porikli, Richard Hartley

Unified Perceptual Parsing for Scene Understanding

Tete Xiao, Yingcheng Liu, Bolei Zhou, Yuning Jiang, Jian Sun

Learning Data Terms for Non-blind Deblurring

Jiangxin Dong, Jinshan Pan, Deqing Sun, Zhixun Su, Ming-Hsuan Yang

Bi-box Regression for Pedestrian Detection and Occlusion Estimation

Chunluan Zhou, Junsong Yuan

Semi-convolutional Operators for Instance Segmentation

David Novotny, Samuel Albanie, Diane Larlus, Andrea Vedaldi

From Face Recognition to Models of Identity: A Bayesian Approach to Learning about Unknown Identities from Unsupervised Data

Daniel Coelho de Castro, Sebastian Nowozin

Multi-Attention Multi-Class Constraint for Fine-grained Image Recognition

Ming Sun, Yuchen Yuan, Feng Zhou, Errui Ding

HGMR: Hierarchical Gaussian Mixtures for Adaptive 3D Registration

B. Eckart, K. Kim, J. Kautz