CVPR 2018

979 papers

Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference

Benoit Jacob, Skirmantas Kligys, Bo Chen, Menglong Zhu, Matthew Tang

Unsupervised Discovery of Object Landmarks as Structural Representations

Yuting Zhang, Yijie Guo, Yixin Jin, Yijun Luo, Zhiyuan He

Deep Learning of Graph Matching

Andrei Zanfir, Cristian Sminchisescu

OATM: Occlusion Aware Template Matching by Consensus Set Maximization

Simon Korman, Mark Milam, Stefano Soatto

Learning to Find Good Correspondences

Kwang Moo Yi, Eduard Trulls, Yuki Ono, Vincent Lepetit, Mathieu Salzmann

AdaDepth: Unsupervised Content Congruent Adaptation for Depth Estimation

Jogendra Nath Kundu, Phani Krishna Uppala, Anuj Pahuja, R. Venkatesh Babu

SobolevFusion: 3D Reconstruction of Scenes Undergoing Free Non-Rigid Motion

Miroslava Slavcheva, Maximilian Baust, Slobodan Ilic

Depth-Based 3D Hand Pose Estimation: From Current Achievements to Future Goals

Shanxin Yuan, Guillermo Garcia-Hernando, Bjorn Stenger, Gyeongsik Moon, Ju Yong Chang

Recurrent Slice Networks for 3D Segmentation of Point Clouds

Qiangui Huang, Weiyue Wang, Ulrich Neumann

Geometry-Aware Learning of Maps for Camera Localization

Samarth Brahmbhatt, Jinwei Gu, Kihwan Kim, James Hays, Jan Kautz

Image Collection Pop-Up: 3D Reconstruction and Clustering of Rigid and Non-Rigid Categories

Antonio Agudo, Melcior Pijoan, Francesc Moreno-Noguer

FeaStNet: Feature-Steered Graph Convolutions for 3D Shape Analysis

Nitika Verma, Edmond Boyer, Jakob Verbeek

Deep Parametric Continuous Convolutional Neural Networks

Shenlong Wang, Simon Suo, Wei-Chiu Ma, Andrei Pokrovsky, Raquel Urtasun

PlaneNet: Piece-Wise Planar Reconstruction From a Single RGB Image

Chen Liu, Jimei Yang, Duygu Ceylan, Ersin Yumer, Yasutaka Furukawa

Weiyue Wang, Ronald Yu, Qiangui Huang, Ulrich Neumann

CodeSLAM — Learning a Compact, Optimisable Representation for Dense Visual SLAM

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

Self-Supervised Multi-Level Face Model Learning for Monocular Reconstruction at Over 250 Hz

Ayush Tewari, Michael Zollhöfer, Pablo Garrido, Florian Bernard, Hyeongwoo Kim

Surface Networks

Ilya Kostrikov, Zhongshi Jiang, Daniele Panozzo, Denis Zorin, Joan Bruna

SPLATNet: Sparse Lattice Networks for Point Cloud Processing

Hang Su, Varun Jampani, Deqing Sun, Subhransu Maji, Evangelos Kalogerakis

Dynamic Scene Deblurring Using Spatially Variant Recurrent Neural Networks

Jiawei Zhang, Jinshan Pan, Jimmy Ren, Yibing Song, Linchao Bao

Unsupervised Sparse Dirichlet-Net for Hyperspectral Image Super-Resolution

Ying Qu, Hairong Qi, Chiman Kwan

Burst Denoising With Kernel Prediction Networks

Ben Mildenhall, Jonathan T. Barron, Jiawen Chen, Dillon Sharlet, Ren Ng

FSRNet: End-to-End Learning Face Super-Resolution With Facial Priors

Yu Chen, Ying Tai, Xiaoming Liu, Chunhua Shen, Jian Yang

Attentive Generative Adversarial Network for Raindrop Removal From a Single Image

Rui Qian, Robby T. Tan, Wenhan Yang, Jiajun Su, Jiaying Liu

Residual Dense Network for Image Super-Resolution

Yulun Zhang, Yapeng Tian, Yu Kong, Bineng Zhong, Yun Fu

Distributable Consistent Multi-Object Matching

Nan Hu, Qixing Huang, Boris Thibert, Leonidas J. Guibas

Deformation Aware Image Compression

Tamar Rott Shaham, Tomer Michaeli

Crafting a Toolchain for Image Restoration by Deep Reinforcement Learning

Ke Yu, Chao Dong, Liang Lin, Chen Change Loy

xUnit: Learning a Spatial Activation Function for Efficient Image Restoration

Idan Kligvasser, Tamar Rott Shaham, Tomer Michaeli

Practical Block-Wise Neural Network Architecture Generation

Zhao Zhong, Junjie Yan, Wei Wu, Jing Shao, Cheng-lin Liu

Convolutional Neural Networks With Alternately Updated Clique

Yibo Yang, Zhisheng Zhong, Tiancheng Shen, Zhouchen Lin

Deep Layer Aggregation

Fisher Yu, Dequan Wang, Evan Shelhamer, Trevor Darrell

Context Contrasted Feature and Gated Multi-Scale Aggregation for Scene Segmentation

Henghui Ding, Xudong Jiang, Bing Shuai, Ai Qun Liu, Gang Wang

A Weighted Sparse Sampling and Smoothing Frame Transition Approach for Semantic Fast-Forward First-Person Videos

Michel Silva, Washington Ramos, Joao Ferreira, Felipe Chamone, Mario Campos

Document Enhancement Using Visibility Detection

Netanel Kligler, Sagi Katz, Ayellet Tal

Learning to Generate Time-Lapse Videos Using Multi-Stage Dynamic Generative Adversarial Networks

Wei Xiong, Wenhan Luo, Lin Ma, Wei Liu, Jiebo Luo

A Perceptual Measure for Deep Single Image Camera Calibration

Yannick Hold-Geoffroy, Kalyan Sunkavalli, Jonathan Eisenmann, Matthew Fisher, Emiliano Gambaretto

Multi-Level Fusion Based 3D Object Detection From Monocular Images

Bin Xu, Zhenzhong Chen

Efficient and Deep Person Re-Identification Using Multi-Level Similarity

Yiluan Guo, Ngai-Man Cheung

Memory Based Online Learning of Deep Representations From Video Streams

Federico Pernici, Federico Bartoli, Matteo Bruni, Alberto Del Bimbo

Weakly-Supervised Deep Convolutional Neural Network Learning for Facial Action Unit Intensity Estimation

Yong Zhang, Weiming Dong, Bao-gang Hu, Qiang Ji

Deep Regression Forests for Age Estimation

Wei Shen, Yilu Guo, Yan Wang, KAI ZHAO, Bo Wang

Real-Time Rotation-Invariant Face Detection With Progressive Calibration Networks

Xuepeng Shi, Shiguang Shan, Meina Kan, Shuzhe Wu, Xilin Chen

Harmonious Attention Network for Person Re-Identification

Wei Li, Xiatian Zhu, Shaogang Gong

Transferable Joint Attribute-Identity Deep Learning for Unsupervised Person Re-Identification

Jingya Wang, Xiatian Zhu, Shaogang Gong, Wei Li

Deep Group-Shuffling Random Walk for Person Re-Identification

Yantao Shen, hongsheng Li, Tong Xiao, Shuai Yi, Dapeng Chen

Social GAN: Socially Acceptable Trajectories With Generative Adversarial Networks

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

Multiple Granularity Group Interaction Prediction

Taiping Yao, Minsi Wang, Bingbing Ni, Huawei Wei, Xiaokang Yang

Wing Loss for Robust Facial Landmark Localisation With Convolutional Neural Networks

Zhen-Hua Feng, Josef Kittler, Muhammad Awais, Patrik Huber, Xiao-Jun Wu

Jointly Optimize Data Augmentation and Network Training: Adversarial Data Augmentation in Human Pose Estimation

Xi Peng, Zhiqiang Tang, Fei Yang, Rogerio S. Feris, Dimitris Metaxas

Unifying Identification and Context Learning for Person Recognition

Qingqiu Huang, Yu Xiong, Dahua Lin

Towards Pose Invariant Face Recognition in the Wild

Jian Zhao, Yu Cheng, Yan Xu, Lin Xiong, Jianshu Li

Non-Linear Temporal Subspace Representations for Activity Recognition

Anoop Cherian, Suvrit Sra, Stephen Gould, Richard Hartley

Weakly Supervised Facial Action Unit Recognition Through Adversarial Training

Guozhu Peng, Shangfei Wang

A Causal And-Or Graph Model for Visibility Fluent Reasoning in Tracking Interacting Objects

Yuanlu Xu, Lei Qin, Xiaobai Liu, Jianwen Xie, Song-chun Zhu

Facial Expression Recognition by De-Expression Residue Learning

Huiyuan Yang, Umur Ciftci, Lijun Yin

3D Human Sensing, Action and Emotion Recognition in Robot Assisted Therapy of Children With Autism

Elisabeta Marinoiu, Mihai Zanfir, Vlad Olaru, Cristian Sminchisescu

Monocular 3D Pose and Shape Estimation of Multiple People in Natural Scenes - The Importance of Multiple Scene Constraints

Andrei Zanfir, Elisabeta Marinoiu, Cristian Sminchisescu

Demo2Vec: Reasoning Object Affordances From Online Videos

Kuan Fang, Te-Lin Wu, Daniel Yang, Silvio Savarese, Joseph J. Lim

Look at Boundary: A Boundary-Aware Face Alignment Algorithm

Wayne Wu, Chen Qian, Shuo Yang, Quan Wang, Yici Cai

Attention-Aware Compositional Network for Person Re-Identification

Jing Xu, Rui Zhao, Feng Zhu, Huaming Wang, Wanli Ouyang

Multi-Level Factorisation Net for Person Re-Identification

Xiaobin Chang, Timothy M. Hospedales, Tao Xiang

Human Pose Estimation With Parsing Induced Learner

Xuecheng Nie, Jiashi Feng, Yiming Zuo, Shuicheng Yan

Learning Facial Action Units From Web Images With Scalable Weakly Supervised Clustering

Kaili Zhao, Wen-Sheng Chu, Aleix M. Martinez

Exploring Disentangled Feature Representation Beyond Face Identification

Yu Liu, Fangyin Wei, Jing Shao, Lu Sheng, Junjie Yan

Zoom and Learn: Generalizing Deep Stereo Matching to Novel Domains

Jiahao Pang, Wenxiu Sun, Chengxi Yang, Jimmy Ren, Ruichao Xiao

CBMV: A Coalesced Bidirectional Matching Volume for Disparity Estimation

Konstantinos Batsos, Changjiang Cai, Philippos Mordohai

LayoutNet: Reconstructing the 3D Room Layout From a Single RGB Image

Chuhang Zou, Alex Colburn, Qi Shan, Derek Hoiem

MegaDepth: Learning Single-View Depth Prediction From Internet Photos

Zhengqi Li, Noah Snavely

Salience Guided Depth Calibration for Perceptually Optimized Compressive Light Field 3D Display

Shizheng Wang, Wenjuan Liao, Phil Surman, Zhigang Tu, Yuanjin Zheng

Learning Depth From Monocular Videos Using Direct Methods

Chaoyang Wang, José Miguel Buenaposada, Rui Zhu, Simon Lucey

Analytical Modeling of Vanishing Points and Curves in Catadioptric Cameras

Pedro Miraldo, Francisco Eiras, Srikumar Ramalingam

Deep Ordinal Regression Network for Monocular Depth Estimation

Huan Fu, Mingming Gong, Chaohui Wang, Kayhan Batmanghelich, Dacheng Tao

Radially-Distorted Conjugate Translations

James Pritts, Zuzana Kukelova, Viktor Larsson, Ondřej Chum

GeoNet: Unsupervised Learning of Dense Depth, Optical Flow and Camera Pose

ZhiChao Yin, Jianping Shi

ICE-BA: Incremental, Consistent and Efficient Bundle Adjustment for Visual-Inertial SLAM

Haomin Liu, Mingyu Chen, Guofeng Zhang, Hujun Bao, Yingze Bao

End-to-End Learning of Keypoint Detector and Descriptor for Pose Invariant 3D Matching

Georgios Georgakis, Srikrishna Karanam, Ziyan Wu, Jan Ernst, Jana Kosecka

Learning 3D Shape Completion From Laser Scan Data With Weak Supervision

David Stutz, Andreas Geiger

Triplet-Center Loss for Multi-View 3D Object Retrieval

Xinwei He, Yang Zhou, Zhichao Zhou, Song Bai, Xiang Bai

Matryoshka Networks: Predicting 3D Geometry via Nested Shape Layers

Stephan R. Richter, Stefan Roth

Augmenting Crowd-Sourced 3D Reconstructions Using Semantic Detections

True Price, Johannes L. Schonberger, Zhen Wei, Marc Pollefeys, Jan-Michael Frahm

Deep Material-Aware Cross-Spectral Stereo Matching

Tiancheng Zhi, Bernardo R. Pires, Martial Hebert, Srinivasa G. Narasimhan

CarFusion: Combining Point Tracking and Part Detection for Dynamic 3D Reconstruction of Vehicles

N. Dinesh Reddy, Minh Vo, Srinivasa G. Narasimhan

Learning From Millions of 3D Scans for Large-Scale 3D Face Recognition

Syed Zulqarnain Gilani, Ajmal Mian

Deformable Shape Completion With Graph Convolutional Autoencoders

Or Litany, Alex Bronstein, Michael Bronstein, Ameesh Makadia

pOSE: Pseudo Object Space Error for Initialization-Free Bundle Adjustment

Je Hyeong Hong, Christopher Zach

Kernelized Subspace Pooling for Deep Local Descriptors

Xing Wei, Yue Zhang, Yihong Gong, Nanning Zheng

Learning a Discriminative Feature Network for Semantic Segmentation

Changqian Yu, Jingbo Wang, Chao Peng, Changxin Gao, Gang Yu

Disentangling Structure and Aesthetics for Style-Aware Image Completion

Andrew Gilbert, John Collomosse, Hailin Jin, Brian Price

Fast End-to-End Trainable Guided Filter

Huikai Wu, Shuai Zheng, Junge Zhang, Kaiqi Huang

ISTA-Net: Interpretable Optimization-Inspired Deep Network for Image Compressive Sensing

Jian Zhang, Bernard Ghanem

Normalized Cut Loss for Weakly-Supervised CNN Segmentation

Meng Tang, Abdelaziz Djelouah, Federico Perazzi, Yuri Boykov, Christopher Schroers

PieAPP: Perceptual Image-Error Assessment Through Pairwise Preference

Ekta Prashnani, Hong Cai, Yasamin Mostofi, Pradeep Sen

Image Correction via Deep Reciprocating HDR Transformation

Xin Yang, Ke Xu, Yibing Song, Qiang Zhang, Xiaopeng Wei

Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal

Jifeng Wang, Xiang Li, Jian Yang

Defense Against Adversarial Attacks Using High-Level Representation Guided Denoiser

Fangzhou Liao, Ming Liang, Yinpeng Dong, Tianyu Pang, Xiaolin Hu

Jerk-Aware Video Acceleration Magnification

Shoichiro Takeda, Kazuki Okami, Dan Mikami, Megumi Isogai, Hideaki Kimata

SeedNet: Automatic Seed Generation With Deep Reinforcement Learning for Robust Interactive Segmentation

Gwangmo Song, Heesoo Myeong, Kyoung Mu Lee

Matching Pixels Using Co-Occurrence Statistics

Rotal Kat, Roy Jevnisek, Shai Avidan

A Bi-Directional Message Passing Model for Salient Object Detection

Lu Zhang, Ju Dai, Huchuan Lu, You He, Gang Wang