WACV 2021

406 papers

Improving Video Captioning With Temporal Composition of a Visual-Syntactic Embedding

Jesus Perez-Martin, Benjamin Bustos, Jorge Pérez

HyperCon: Image-to-Video Model Transfer for Video-to-Video Translation Tasks

Ryan Szeto, Mostafa El-Khamy, Jungwon Lee, Jason J. Corso

CoMoDA: Continuous Monocular Depth Adaptation Using Past Experiences

Yevhen Kuznietsov, Marc Proesmans, Luc Van Gool

Real-Time Localized Photorealistic Video Style Transfer

XIDE XIA, Tianfan Xue, Wei-Sheng Lai, Zheng Sun, Abby Chang

SliceNets -- A Scalable Approach for Object Detection in 3D CT Scans

Anqi Yang, Feng Pan, Vishwanath Saragadam, Duy Dao, Zhuo Hui

DACS: Domain Adaptation via Cross-Domain Mixed Sampling

Wilhelm Tranheden, Viktor Olsson, Juliano Pinto, Lennart Svensson

Action Duration Prediction for Segment-Level Alignment of Weakly-Labeled Videos

Reza Ghoddoosian, Saif Sayed, Vassilis Athitsos

Foreground-Aware Semantic Representations for Image Harmonization

Konstantin Sofiiuk, Polina Popenova, Anton Konushin

Ellipse Detection and Localization With Applications to Knots in Sawn Lumber Images

Shenyi Pan, Shuxian Fan, Samuel W.K. Wong, James V. Zidek, Helge Rhodin

CASIA-SURF CeFA: A Benchmark for Multi-Modal Cross-Ethnicity Face Anti-Spoofing

Ajian Liu, Zichang Tan, Jun Wan, Sergio Escalera, Guodong Guo

From Generalized Zero-Shot Learning to Long-Tail With Class Descriptors

Dvir Samuel, Yuval Atzmon, Gal Chechik

Unsupervised Video Representation Learning by Bidirectional Feature Prediction

Nadine Behrmann, Jürgen Gall, Mehdi Noroozi

Auto-Navigator: Decoupled Neural Architecture Search for Visual Navigation

Tianqi Tang, Xin Yu, Xuanyi Dong, Yi Yang

Lip-Reading With Densely Connected Temporal Convolutional Networks

Pingchuan Ma, Yujiang Wang, Jie Shen, Stavros Petridis, Maja Pantic

Domain-Adaptive Few-Shot Learning

An Zhao, Mingyu Ding, Zhiwu Lu, Tao Xiang, Yulei Niu

Long-Range Attention Network for Multi-View Stereo

Xudong Zhang, Yutao Hu, Haochen Wang, Xianbin Cao, Baochang Zhang

Selective Spatio-Temporal Aggregation Based Pose Refinement System: Towards Understanding Human Activities in Real-World Videos

Di Yang, Rui Dai, Yaohui Wang, Rupayan Mallick, Luca Minciullo

Improving Robustness and Uncertainty Modelling in Neural Ordinary Differential Equations

Srinivas Anumasa, P. K. Srijith

Deformable Gabor Feature Networks for Biomedical Image Classification

Xuan Gong, Xin Xia, Wentao Zhu, Baochang Zhang, DAVID DOERMANN

JOLO-GCN: Mining Joint-Centered Light-Weight Information for Skeleton-Based Action Recognition

Jinmiao Cai, Nianjuan Jiang, Xiaoguang Han, Kui Jia, Jiangbo Lu

GlocalNet: Class-Aware Long-Term Human Motion Synthesis

Neeraj Battan, Yudhik Agrawal, Sai Soorya Rao, Aman Goel, Avinash Sharma

Novel View Synthesis via Depth-Guided Skip Connections

Yuxin Hou, Arno Solin, Juho Kannala

Deep Image Compositing

He Zhang, Jianming Zhang, Federico Perazzi, Zhe Lin, Vishal M. Patel

ClassMix: Segmentation-Based Data Augmentation for Semi-Supervised Learning

Viktor Olsson, Wilhelm Tranheden, Juliano Pinto, Lennart Svensson

DORi: Discovering Object Relationships for Moment Localization of a Natural Language Query in a Video

Cristian Rodriguez-Opazo, Edison Marrese-Taylor, Basura Fernando, Hongdong Li, Stephen Gould

Dense 3D-Reconstruction From Monocular Image Sequences for Computationally Constrained UAS

Matthias Domnik, Pedro Proenca, Jeff Delaune, Jorg Thiem, roland Brockers

Fast Pose Graph Optimization via Krylov-Schur and Cholesky Factorization

Gabriel Moreira, Manuel Marques, João Paulo Costeira

MVHM: A Large-Scale Multi-View Hand Mesh Benchmark for Accurate 3D Hand Pose Estimation

Liangjian Chen, Shih-Yao Lin, Yusheng Xie, Yen-yu Lin, Xiaohui Xie

Making DensePose Fast and Light

Ruslan Rakhimov, Emil Bogomolov, Alexandr Notchenko, Fung Mao, Alexey Artemov

Towards Resolving the Challenge of Long-Tail Distribution in UAV Images for Object Detection

Weiping Yu, Taojiannan Yang, Chen Chen

Alleviating Over-Segmentation Errors by Detecting Action Boundaries

Yuchi Ishikawa, Seito Kasai, Yoshimitsu Aoki, Hirokatsu Kataoka

TB-Net: A Three-Stream Boundary-Aware Network for Fine-Grained Pavement Disease Segmentation

Yujia Zhang, Qianzhong Li, Xiaoguang Zhao, Min Tan

Neural Contrast Enhancement of CT Image

Minkyo Seo, Dongkeun Kim, Kyungmoon Lee, Seunghoon Hong, Jae Seok Bae

Context-Aware Domain Adaptation in Semantic Segmentation

JINYU YANG, Weizhi An, Chaochao Yan, Peilin Zhao, Junzhou Huang

Boosting Monocular Depth With Panoptic Segmentation Maps

Faraz Saeedan, Stefan Roth

Improved Training of Generative Adversarial Networks Using Decision Forests

Yan Zuo, Gil Avraham, Tom Drummond

Automatic Object Recoloring Using Adversarial Learning

Siavash Khodadadeh, Saeid Motiian, Zhe Lin, Ladislau Boloni, Shabnam Ghadar

Adaptive Privacy Preserving Deep Learning Algorithms for Medical Data

Xinyue Zhang, Jiahao Ding, Maoqiang Wu, Stephen T.C. Wong, Hien Van Nguyen

maskedFaceNet: A Progressive Semi-Supervised Masked Face Detector

Shitala Prasad, Yiqun Li, Dongyun Lin, Dong Sheng

Text-to-Image Generation Grounded by Fine-Grained User Attention

Jing Yu Koh, Jason Baldridge, Honglak Lee, Yinfei Yang

Hierarchical Generative Adversarial Networks for Single Image Super-Resolution

Weimin Chen, Yuqing Ma, Xianglong Liu, Yi Yuan

AutoRetouch: Automatic Professional Face Retouching

Alireza Shafaei, James J. Little, Mark Schmidt

We Don't Need Thousand Proposals: Single Shot Actor-Action Detection in Videos

Aayush J. Rana, Yogesh S. Rawat

Pretraining Boosts Out-of-Domain Robustness for Pose Estimation

Alexander Mathis, Thomas Biasi, Steffen Schneider, Mert Yuksekgonul, Byron Rogers

Fast Fourier Intrinsic Network

Yanlin Qian, Miaojing Shi, Joni-Kristian Kämäräinen, Jiri Matas

Future Moment Assessment for Action Query

Qiuhong Ke, Mario Fritz, Bernt Schiele

Deep Template-Based Object Instance Detection

Jean-Philippe Mercier, Mathieu Garon, Philippe Giguère, Jean-Francois Lalonde

Person-in-Context Synthesis With Compositional Structural Space

Weidong Yin, Ziwei Liu, Leonid Sigal

Robust Lensless Image Reconstruction via PSF Estimation

Joshua D. Rego, Karthik Kulkarni, Suren Jayasuriya

A Robust and Efficient Framework for Sports-Field Registration

Xiaohan Nie, Shixing Chen, Raffay Hamid

Adversarial Reinforcement Learning for Unsupervised Domain Adaptation

Youshan Zhang, Hui Ye, Brian D. Davison

A Variational Information Bottleneck Based Method to Compress Sequential Networks for Human Action Recognition

Ayush Srivastava, Oshin Dutta, Jigyasa Gupta, Sumeet Agarwal, Prathosh AP

A Multi-Task Learning Approach for Human Activity Segmentation and Ergonomics Risk Assessment

Behnoosh Parsa, Ashis G. Banerjee

Saliency Driven Perceptual Image Compression

Yash Patel, Srikar Appalaraju, R. Manmatha

Unsupervised Domain Adaptation in Semantic Segmentation via Orthogonal and Clustered Embeddings

Marco Toldo, Umberto Michieli, Pietro Zanuttigh

Two-Level Adversarial Visual-Semantic Coupling for Generalized Zero-Shot Learning

Shivam Chandhok, Vineeth N Balasubramanian

Automatic Calibration of the Fisheye Camera for Egocentric 3D Human Pose Estimation From a Single Image

Yahui Zhang, Shaodi You, Theo Gevers

Adaptive Streaming of 360-Degree Videos With Reinforcement Learning

Sohee Park, Minh Hoai, Arani Bhattacharya, Samir R. Das

Revisiting Batch Normalization for Improving Corruption Robustness

Philipp Benz, Chaoning Zhang, Adil Karjauv, In So Kweon

Motion Adaptive Deblurring With Single-Photon Cameras

Trevor Seets, Atul Ingle, Martin Laurenzis, Andreas Velten

Line Art Correlation Matching Feature Transfer Network for Automatic Animation Colorization

Qian Zhang, Bo Wang, Wei Wen, Hai Li, Junhui Liu

Few-Shot Learning via Feature Hallucination With Variational Inference

Qinxuan Luo, Lingfeng Wang, Jingguo Lv, SHIMING XIANG, Chunhong Pan

Mutual Information Maximization on Disentangled Representations for Differential Morph Detection

Sobhan Soleymani, Ali Dabouei, Fariborz Taherkhani, Jeremy Dawson, Nasser M. Nasrabadi

VideoSSL: Semi-Supervised Learning for Video Classification

Longlong Jing, Toufiq Parag, Zhe Wu, YingLi Tian, Hongcheng Wang

Goal-Driven Long-Term Trajectory Prediction

Hung Tran, Vuong Le, Truyen Tran

Learned Dual-View Reflection Removal

Simon Niklaus, Xuaner (Cecilia) Zhang, Jonathan T. Barron, Neal Wadhwa, Rahul Garg

Efficient Real-Time Radial Distortion Correction for UAVs

Marcus Valtonen Ornhag, Patrik Persson, Mårten Wadenbäck, Kalle Åström, Anders Heyden

ATM: Attentional Text Matting

Peng Kang, Jianping Zhang, Chen Ma, Guiling Sun

EVET: Enhancing Visual Explanations of Deep Neural Networks Using Image Transformations

Youngrock Oh, Hyungsik Jung, Jeonghyung Park, Min Soo Kim

Attention-Based Spatial Guidance for Image-to-Image Translation

Yu Lin, Yigong Wang, Yifan Li, Yang Gao, Zhuoyi Wang

Relighting Images in the Wild With a Self-Supervised Siamese Auto-Encoder

Yang Liu, Alexandros Neophytou, Sunando Sengupta, Eric Sommerlade

Effectiveness of Arbitrary Transfer Sets for Data-Free Knowledge Distillation

Gaurav Kumar Nayak, Konda Reddy Mopuri, Anirban Chakraborty

Multi-Path Neural Networks for On-Device Multi-Domain Visual Classification

Qifei Wang, Junjie Ke, Joshua Greaves, Grace Chu, Gabriel Bender

Proposal Learning for Semi-Supervised Object Detection

Peng Tang, Chetan Ramaiah, Yan Wang, Ran Xu, Caiming Xiong

How to Make a BLT Sandwich? Learning VQA Towards Understanding Web Instructional Videos

Shaojie Wang, Wentian Zhao, Ziyi Kou, Jing Shi, Chenliang Xu

Controllable and Progressive Image Extrapolation

Yijun Li, Lu Jiang, Ming-Hsuan Yang

Analyzing Deep Neural Network's Transferability via Frechet Distance

Yifan Ding, Liqiang Wang, Boqing Gong

Improve CAM With Auto-Adapted Segmentation and Co-Supervised Augmentation

Ziyi Kou, Guofeng Cui, Shaojie Wang, Wentian Zhao, Chenliang Xu

S3-Net: A Fast and Lightweight Video Scene Understanding Network by Single-Shot Segmentation

Yuan Cheng, Yuchao Yang, Hai-Bao Chen, Ngai Wong, Hao Yu

Coarse-to-Fine Gaze Redirection With Numerical and Pictorial Guidance

Jingjing Chen, Jichao Zhang, Enver Sangineto, Tao Chen, Jiayuan Fan

Weakly Supervised Instance Segmentation by Deep Community Learning

Jaedong Hwang, SEOHYUN KIM, Jeany Son, Bohyung Han

Shape From Caustics: Reconstruction of 3D-Printed Glass From Simulated Caustic Images

Marc Kassubeck, Florian Burgel, Susana Castillo, Sebastian Stiller, Marcus Magnor

Continuous Geodesic Convolutions for Learning on 3D Shapes

Zhangsihao Yang, Or Litany, Tolga Birdal, Srinath Sridhar, Leonidas Guibas

AVGZSLNet: Audio-Visual Generalized Zero-Shot Learning by Reconstructing Label Features From Multi-Modal Embeddings

Pratik Mazumder, Pravendra Singh, Kranti Kumar Parida, Vinay P. Namboodiri

MUSCLE: Strengthening Semi-Supervised Learning via Concurrent Unsupervised Learning Using Mutual Information Maximization

Hanchen Xie, Mohamed E. Hussein, Aram Galstyan, Wael Abd-Almageed

Continual Representation Learning for Biometric Identification

Bo Zhao, SHIXIANG TANG, Dapeng Chen, Hakan Bilen, Rui Zhao

Towards Visually Explaining Video Understanding Networks With Perturbation

Zhenqiang Li, Weimin Wang, Zuoyue Li, Yifei Huang, Yoichi Sato

SoFA: Source-Data-Free Feature Alignment for Unsupervised Domain Adaptation

Hao-Wei Yeh, Baoyao Yang, Pong C. Yuen, Tatsuya Harada

Supervoxel Attention Graphs for Long-Range Video Modeling

Yang Wang, Gedas Bertasius, Tae-Hyun Oh, Abhinav Gupta, Minh Hoai

Intro and Recap Detection for Movies and TV Series

Xiang Hao, Kripa Chettiar, Ben Cheung, Vernon Germano, Raffay Hamid

Scale Aware Adaptation for Land-Cover Classification in Remote Sensing Imagery

Xueqing Deng, Yi Zhu, Yuxin Tian, Shawn Newsam

Temporal Stochastic Softmax for 3D CNNs: An Application in Facial Expression Recognition

Theo Ayral, Marco Pedersoli, Simon Bacon, Eric Granger

Size-Invariant Detection of Marine Vessels From Visual Time Series

Tunai Porto Marques, Alexandra Branzan Albu, Patrick O'Hara, Norma Serra, Ben Morrow

PI-Net: Pose Interacting Network for Multi-Person Monocular 3D Pose Estimation

Wen Guo, Enric Corona, Francesc Moreno-Noguer, Xavier Alameda-Pineda

Multi-Modal Reasoning Graph for Scene-Text Based Fine-Grained Image Classification and Retrieval

Andres Mafla, Sounak Dey, Ali Furkan Biten, Lluis Gomez, Dimosthenis Karatzas

Zero-Shot Recognition via Optimal Transport

Wenlin Wang, Hongteng Xu, Guoyin Wang, Wenqi Wang, Lawrence Carin

Variational Prototype Inference for Few-Shot Semantic Segmentation

Haochen Wang, Yandan Yang, Xianbin Cao, Xiantong Zhen, Cees Snoek

Cross-Modality 3D Object Detection

Ming Zhu, Chao Ma, Pan Ji, Xiaokang Yang

Auxiliary Tasks for Efficient Learning of Point-Goal Navigation

Saurabh Satish Desai, Stefan Lee

Regional Attention Networks With Context-Aware Fusion for Group Emotion Recognition

Ahmed Shehab Khan, Zhiyuan Li, Jie Cai, Yan Tong