WACV 2021

406 papers

Unsupervised Multi-Target Domain Adaptation Through Knowledge Distillation

Le Thanh Nguyen-Meidine, Atif Belal, Madhu Kiran, Jose Dolz, Louis-Antoine Blais-Morin

Shape From Semantic Segmentation via the Geometric Renyi Divergence

Tatsuro Koizumi, William A. P. Smith

ChartOCR: Data Extraction From Charts Images via a Deep Hybrid Framework

Junyu Luo, Zekun Li, Jinpeng Wang, Chin-Yew Lin

PDAN: Pyramid Dilated Attention Network for Action Detection

Rui Dai, Srijan Das, Luca Minciullo, Lorenzo Garattoni, Gianpiero Francesca

Fast Kernelized Correlation Filter Without Boundary Effect

Ming Tang, Linyu Zheng, Bin Yu, Jinqiao Wang

Facial Emotion Recognition With Noisy Multi-Task Annotations

Siwei Zhang, Zhiwu Huang, Danda Pani Paudel, Luc Van Gool

EvidentialMix: Learning With Combined Open-Set and Closed-Set Noisy Labels

Ragav Sachdeva, Filipe R. Cordeiro, Vasileios Belagiannis, Ian Reid, Gustavo Carneiro

H2O-Net: Self-Supervised Flood Segmentation via Adversarial Domain Adaptation and Label Refinement

Peri Akiva, Matthew Purri, Kristin Dana, Beth Tellman, Tyler Anderson

Neuron Matching in C. elegans With Robust Approximate Linear Regression Without Correspondence

Amin Nejatbakhsh, Erdem Varol

Towards Fair Cross-Domain Adaptation via Generative Learning

Tongxin Wang, Zhengming Ding, Wei Shao, Haixu Tang, Kun Huang

Task-Assisted Domain Adaptation With Anchor Tasks

Zhizhong Li, Linjie Luo, Sergey Tulyakov, Qieyun Dai, Derek Hoiem

A Learning-Based Approach to Parametric Rotoscoping of Multi-Shape Systems

Luis Bermudez, Nadine Dabby, Yingxi Adelle Lin, Sara Hilmarsdottir, Narayan Sundararajan

Few-Shot Font Style Transfer Between Different Languages

Chenhao Li, Yuta Taniguchi, Min Lu, Shin'ichi Konomi

Visual Tracking of Deepwater Animals Using Machine Learning-Controlled Robotic Underwater Vehicles

Kakani Katija, Paul L. D. Roberts, Joost Daniels, Alexandra Lapides, Kevin Barnard

Improved Techniques for Training Single-Image GANs

Tobias Hinz, Matthew Fisher, Oliver Wang, Stefan Wermter

Learning Shape Representations for Person Re-Identification Under Clothing Change

Yu-Jhe Li, Xinshuo Weng, Kris M. Kitani

SHAD3S: A Model to Sketch, Shade and Shadow

Raghav Brahmadesam Venkataramaiyer, Abhishek Joshi, Saisha Narang, Vinay P. Namboodiri

Towards Enhancing Fine-Grained Details for Image Matting

Chang Liu, Henghui Ding, Xudong Jiang

The MECCANO Dataset: Understanding Human-Object Interactions From Egocentric Videos in an Industrial-Like Domain

Francesco Ragusa, Antonino Furnari, Salvatore Livatino, Giovanni Maria Farinella

TResNet: High Performance GPU-Dedicated Architecture

Tal Ridnik, Hussam Lawen, Asaf Noy, Emanuel Ben Baruch, Gilad Sharir

Driver Anomaly Detection: A Dataset and Contrastive Learning Approach

Okan Köpüklü, Jiapeng Zheng, Hang Xu, Gerhard Rigoll

StressNet: Detecting Stress in Thermal Videos

Satish Kumar, A S M Iftekhar, Michael Goebel, Tom Bullock, Mary H. MacLean

Integrating Human Gaze Into Attention for Egocentric Activity Recognition

Kyle Min, Jason J. Corso

A Deflation Based Fast and Robust Preconditioner for Bundle Adjustment

Shrutimoy Das, Siddhant Katyan, Pawan Kumar

Rotate to Attend: Convolutional Triplet Attention Module

Diganta Misra, Trikay Nalamada, Ajay Uppili Arasanipalai, Qibin Hou

Intra-Class Part Swapping for Fine-Grained Image Classification

Lianbo Zhang, Shaoli Huang, Wei Liu

Part Segmentation of Unseen Objects Using Keypoint Guidance

Shujon Naha, Qingyang Xiao, Prianka Banik, Md. Alimoor Reza, David J. Crandall

Do We Really Need Gold Samples for Sample Weighting Under Label Noise?

Aritra Ghosh, Andrew Lan

Revisiting Adaptive Convolutions for Video Frame Interpolation

Simon Niklaus, Long Mai, Oliver Wang

CPM R-CNN: Calibrating Point-Guided Misalignment in Object Detection

Bin Zhu, Qing Song, Lu Yang, Zhihui Wang, Chun Liu

FairFace: Face Attribute Dataset for Balanced Race, Gender, and Age for Bias Measurement and Mitigation

Kimmo Kärkkäinen, Jungseock Joo

DocVQA: A Dataset for VQA on Document Images

Minesh Mathew, Dimosthenis Karatzas, C.V. Jawahar

Efficient Video Annotation With Visual Interpolation and Frame Selection Guidance

Alina Kuznetsova, Aakrati Talati, Yiwen Luo, Keith Simmons, Vittorio Ferrari

Joint Visual-Temporal Embedding for Unsupervised Learning of Actions in Untrimmed Sequences

Rosaura G. VidalMata, Walter J. Scheirer, Anna Kukleva, David Cox, Hilde Kuehne

DualSANet: Dual Spatial Attention Network for Iris Recognition

Kai Yang, Zihao Xu, Jingjing Fei

High-Quality Frame Interpolation via Tridirectional Inference

Jinsoo Choi, Jaesik Park, In So Kweon

WDNet: Watermark-Decomposition Network for Visible Watermark Removal

Yang Liu, Zhen Zhu, Xiang Bai

Appending Adversarial Frames for Universal Video Attack

Zhikai Chen, Lingxi Xie, Shanmin Pang, Yong He, Qi Tian

Revisiting Street-to-Aerial View Image Geo-Localization and Orientation Estimation

Sijie Zhu, Taojiannan Yang, Chen Chen

On the Texture Bias for Few-Shot CNN Segmentation

Reza Azad, Abdur R. Fayjie, Claude Kauffmann, Ismail Ben Ayed, Marco Pedersoli

Unsupervised Attention Based Instance Discriminative Learning for Person Re-Identification

Kshitij Nikhal, Benjamin S. Riggan

Scaling Digital Screen Reading With One-Shot Learning and Re-Identification

James Charles, Stefano Bucciarelli, Roberto Cipolla

Faces a la Carte: Text-to-Face Generation via Attribute Disentanglement

Tianren Wang, Teng Zhang, Brian Lovell

SubICap: Towards Subword-Informed Image Captioning

Naeha Sharif, Mohammed Bennamoun, Wei Liu, Syed Afaq Ali Shah

Weakly-Supervised Object Representation Learning for Few-Shot Semantic Segmentation

Xiaowen Ying, Xin Li, Mooi Choo Chuah

Same Same but DifferNet: Semi-Supervised Defect Detection With Normalizing Flows

Marco Rudolph, Bastian Wandt, Bodo Rosenhahn

Learning to Generate Dense Point Clouds With Textures on Multiple Categories

Tao Hu, Geng Lin, Zhizhong Han, Matthias Zwicker

Holistic Filter Pruning for Efficient Deep Neural Networks

Lukas Enderich, Fabian Timm, Wolfram Burgard

DANCE: A Deep Attentive Contour Model for Efficient Instance Segmentation

Zichen Liu, Jun Hao Liew, Xiangyu Chen, Jiashi Feng

Defense-Friendly Images in Adversarial Attacks: Dataset and Metrics for Perturbation Difficulty

Camilo Pestana, Wei Liu, David Glance, Ajmal Mian

Coarse Temporal Attention Network (CTA-Net) for Driver's Activity Recognition

Zachary Wharton, Ardhendu Behera, Yonghuai Liu, Nik Bessis

End-to-End Chinese Landscape Painting Creation Using Generative Adversarial Networks

Alice Xue

Accelerated WGAN Update Strategy With Loss Change Rate Balancing

Xu Ouyang, Ying Chen, Gady Agam

DeepCFL: Deep Contextual Features Learning From a Single Image

Indra Deep Mastan, Shanmuganathan Raman

Attentional Feature Fusion

Yimian Dai, Fabian Gieseke, Stefan Oehmcke, Yiquan Wu, Kobus Barnard

Facial Expression Recognition in the Wild via Deep Attentive Center Loss

Amir Hossein Farzaneh, Xiaojun Qi

MeliusNet: An Improved Network Architecture for Binary Neural Networks

Joseph Bethge, Christian Bartz, Haojin Yang, Ying Chen, Christoph Meinel

Focus and Retain: Complement the Broken Pose in Human Image Synthesis

Pu Ge, Qiushi Huang, Wei Xiang, Xue Jing, Yule Li

Compositional Embeddings for Multi-Label One-Shot Learning

Zeqian Li, Michael Mozer, Jacob Whitehill

G2D: Generate to Detect Anomaly

Masoud Pourreza, Bahram Mohammadi, Mostafa Khaki, Samir Bouindour, Hichem Snoussi

Representation Learning With Statistical Independence to Mitigate Bias

Ehsan Adeli, Qingyu Zhao, Adolf Pfefferbaum, Edith V. Sullivan, Li Fei-fei

R-MNet: A Perceptual Adversarial Network for Image Inpainting

Jireh Jam, Connah Kendrick, Vincent Drouard, Kevin Walker, Gee-Sern Hsu

Assessing Image and Text Generation With Topological Analysis and Fuzzy Logic

Gonçalo Mordido, Julian Niedermeier, Christoph Meinel

RODNet: Radar Object Detection Using Cross-Modal Supervision

Yizhou Wang, Zhongyu Jiang, Xiangyu Gao, Jenq-Neng Hwang, Guanbin Xing

Deep Poisoning: Towards Robust Image Data Sharing Against Visual Disclosure

Hao Guo, Brian Dolhansky, Eric Hsin, Phong Dinh, Cristian Canton Ferrer

S-VVAD: Visual Voice Activity Detection by Motion Segmentation

Muhammad Shahid, Cigdem Beyan, Vittorio Murino

Adaptive-Attentive Geolocalization From Few Queries: A Hybrid Approach

Gabriele Moreno Berton, Valerio Paolicelli, Carlo Masone, Barbara Caputo

Subsurface Pipes Detection Using DNN-Based Back Projection on GPR Data

Jinglun Feng, Liang Yang, Haiyan Wang, YingLi Tian, Jizhong Xiao

DualSR: Zero-Shot Dual Learning for Real-World Super-Resolution

Mohammad Emad, Maurice Peemen, Henk Corporaal

Are These From the Same Place? Seeing the Unseen in Cross-View Image Geo-Localization

Royston Rodrigues, Masahiro Tani

Data-Efficient Alignment of Multimodal Sequences by Aligning Gradient Updates and Internal Feature Distributions

Jianan Wang, Boyang Li, Xiangyu Fan, Jing Lin, Yanwei Fu

Only Time Can Tell: Discovering Temporal Data for Temporal Modeling

Laura Sevilla-Lara, Shengxin Zha, Zhicheng Yan, Vedanuj Goswami, Matt Feiszli

Temporal Shift GAN for Large Scale Video Generation

Andres Munoz, Mohammadreza Zolfaghari, Max Argus, Thomas Brox

3D Human Pose and Shape Estimation Through Collaborative Learning and Multi-View Model-Fitting

Zhongguo Li, Magnus Oskarsson, Anders Heyden

QuadroNet: Multi-Task Learning for Real-Time Semantic Depth Aware Instance Segmentation

Kratarth Goel, Praveen Srinivasan, Sarah Tariq, James Philbin

Self Supervision for Attention Networks

Badri N. Patro, Kasturi G.S., Ansh Jain, Vinay P. Namboodiri

Embedded Dense Camera Trajectories in Multi-Video Image Mosaics by Geodesic Interpolation-Based Reintegration

Lars Haalck, Benjamin Risse

Detecting Human-Object Interaction With Mixed Supervision

Suresh Kirthi Kumaraswamy, Miaojing Shi, Ewa Kijak

DeepMark++: Real-Time Clothing Detection at the Edge

Alexey Sidnev, Alexander Krapivin, Alexey Trushkov, Ekaterina Krasikova, Maxim Kazakov

Single Image Human Proxemics Estimation for Visual Social Distancing

Maya Aghaei, Matteo Bustreo, Yiming Wang, Gianluca Bailo, Pietro Morerio

Let's Get Dirty: GAN Based Data Augmentation for Camera Lens Soiling Detection in Autonomous Driving

Michal Uřičář, Ganesh Sistu, Hazem Rashed, Antonin Vobecky, Varun Ravi Kumar

Minimal Solvers for Single-View Lens-Distorted Camera Auto-Calibration

Yaroslava Lochman, Oles Dobosevych, Rostyslav Hryniv, James Pritts

SinGAN-GIF: Learning a Generative Video Model From a Single GIF

Rajat Arora, Yong Jae Lee

Adaptiope: A Modern Benchmark for Unsupervised Domain Adaptation

Tobias Ringwald, Rainer Stiefelhagen

Meta Module Network for Compositional Visual Reasoning

Wenhu Chen, Zhe Gan, Linjie Li, Yu Cheng, William Wang

A Pose Proposal and Refinement Network for Better 6D Object Pose Estimation

Ameni Trabelsi, Mohamed Chaabane, Nathaniel Blanchard, Ross Beveridge

Generalized Object Detection on Fisheye Cameras for Autonomous Driving: Dataset, Representations and Baseline

Hazem Rashed, Eslam Mohamed, Ganesh Sistu, Varun Ravi Kumar, Ciaran Eising

A Weakly Supervised Consistency-Based Learning Method for COVID-19 Segmentation in CT Images

Issam Laradji, Pau Rodriguez, Oscar Mañas, Keegan Lensink, Marco Law

Representation Learning Through Latent Canonicalizations

Or Litany, Ari Morcos, Srinath Sridhar, Leonidas Guibas, Judy Hoffman

CIT-GAN: Cyclic Image Translation Generative Adversarial Network With Application in Iris Presentation Attack Detection

Shivangi Yadav, Arun Ross

Video Captioning of Future Frames

Mehrdad Hosseinzadeh, Yang Wang

SynDistNet: Self-Supervised Monocular Fisheye Camera Distance Estimation Synergized With Semantic Segmentation for Autonomous Driving

Varun Ravi Kumar, Marvin Klingner, Senthil Yogamani, Stefan Milz, Tim Fingscheidt

TracKlinic: Diagnosis of Challenge Factors in Visual Tracking

Heng Fan, Fan Yang, Peng Chu, Yuewei Lin, Lin Yuan

Red Carpet to Fight Club: Partially-Supervised Domain Transfer for Face Recognition in Violent Videos

Yunus Can Bilge, Mehmet Kerim Yucel, Ramazan Gokberk Cinbis, Nazli Ikizler-Cinbis, Pinar Duygulu

Active Learning for Bayesian 3D Hand Pose Estimation

Razvan Caramalau, Binod Bhattarai, Tae-kyun Kim

Global Table Extractor (GTE): A Framework for Joint Table Identification and Cell Structure Recognition Using Visual Context

Xinyi Zheng, Douglas Burdick, Lucian Popa, Xu Zhong, Nancy Xin Ru Wang

Asymmetric Contextual Modulation for Infrared Small Target Detection

Yimian Dai, Yiquan Wu, Fei Zhou, Kobus Barnard

Overcomplete Deep Subspace Clustering Networks

Jeya Maria Jose Valanarasu, Vishal M. Patel

Exploiting Spatial Relation for Reducing Distortion in Style Transfer

Jia-Ren Chang, Yong-Sheng Chen

Fusion Learning Using Semantics and Graph Convolutional Network for Visual Food Recognition

Heng Zhao, Kim-Hui Yap, Alex Chichung Kot