WACV 2021

406 papers

CAT-Net: Compression Artifact Tracing Network for Detection and Localization of Image Splicing

Myung-Joon Kwon, In-Jae Yu, Seung-Hun Nam, Heung-Kyu Lee

Benefiting From Bicubically Down-Sampled Images for Learning Real-World Image Super-Resolution

Mohammad Saeed Rad, Thomas Yu, Claudiu Musat, HAZIM KEMAL EKENEL, Behzad Bozorgtabar

Deep Preset: Blending and Retouching Photos With Color Style Transfer

Man M. Ho, Jinjia Zhou

DB-GAN: Boosting Object Recognition Under Strong Lighting Conditions

Luca Minciullo, Fabian Manhardt, Kei Yoshikawa, Sven Meier, Federico Tombari

Self-Supervised Visual-LiDAR Odometry With Flip Consistency

Bin Li, Mu Hu, Shuling Wang, Lianghao Wang, Xiaojin Gong

SLAM in the Field: An Evaluation of Monocular Mapping and Localization on Challenging Dynamic Agricultural Environment

Fangwen Shu, Paul Lesur, Yaxu Xie, Alain Pagani, Didier Stricker

IGSSTRCF: Importance Guided Sparse Spatio-Temporal Regularized Correlation Filters for Tracking

Monika Jain, A. V. Subramanyam, Simon Denman, Sridha Sridharan, Clinton Fookes

2D to 3D Medical Image Colorization

Aradhya Neeraj Mathur, Apoorv Khattar, Ojaswa Sharma

Spatial Context-Aware Self-Attention Model for Multi-Organ Segmentation

Hao Tang, Xingwei Liu, Kun Han, Xiaohui Xie, Xuming Chen

Learning to Distill Convolutional Features Into Compact Local Descriptors

Jongmin Lee, Yoonwoo Jeong, Seungwook Kim, Juhong Min, Minsu Cho

Structured Visual Search via Composition-Aware Learning

Mert Kilickaya, Arnold W.M. Smeulders

Towards Precise Intra-Camera Supervised Person Re-Identification

Menglin Wang, Baisheng Lai, Haokun Chen, Jianqiang Huang, Xiaojin Gong

MinkLoc3D: Point Cloud Based Large-Scale Place Recognition

Jacek Komorowski

RefineLoc: Iterative Refinement for Weakly-Supervised Action Localization

Alejandro Pardo, Humam Alwassel, Fabian Caba, Ali Thabet, Bernard Ghanem

Where to Look?: Mining Complementary Image Regions for Weakly Supervised Object Localization

Sadbhavana Babar, Sukhendu Das

Mask Selection and Propagation for Unsupervised Video Object Segmentation

Shubhika Garg, Vidit Goel

Exploration of Spatial and Temporal Modeling Alternatives for HOI

Rishabh Dabral, Srijon Sarkar, Sai Praneeth Reddy, Ganesh Ramakrishnan

AI on the Bog: Monitoring and Evaluating Cranberry Crop Risk

Peri Akiva, Benjamin Planche, Aditi Roy, Kristin Dana, Peter Oudemans

Receptive Field Size Optimization With Continuous Time Pooling

Dora Babicz, Soma Kontar, Mark Peto, Andras Fulop, Gergely Szabo

Learning of Low-Level Feature Keypoints for Accurate and Robust Detection

Suwichaya Suwanwimolkul, Satoshi Komorita, Kazuyuki Tasaka

Guided Attentive Feature Fusion for Multispectral Pedestrian Detection

Heng Zhang, Elisa Fromont, Sébastien Lefèvre, Bruno Avignon

Utilizing Every Image Object for Semi-Supervised Phrase Grounding

Haidong Zhu, Arka Sadhu, Zhaoheng Zheng, Ram Nevatia

Single Image Reflection Removal With Edge Guidance, Reflection Classifier, and Recurrent Decomposition

Ya-Chu Chang, Chia-Ni Lu, Chia-Chi Cheng, Wei-Chen Chiu

EDEN: Multimodal Synthetic Dataset of Enclosed GarDEN Scenes

Hoang-An Le, Thomas Mensink, Partha Das, Sezer Karaoglu, Theo Gevers

Autonomous Tracking for Volumetric Video Sequences

Matthew Moynihan, Susana Ruano, Rafael Pages, Aljosa Smolic

Multi-Frame Recurrent Adversarial Network for Moving Object Segmentation

Prashant W. Patil, Akshay Dudhane, Subrahmanyam Murala

Multi-Modal Trajectory Prediction of NBA Players

Sandro Hauri, Nemanja Djuric, Vladan Radosavljevic, Slobodan Vucetic

SMPLpix: Neural Avatars From 3D Human Models

Sergey Prokudin, Michael J. Black, Javier Romero

Self-Supervised Poisson-Gaussian Denoising

Wesley Khademi, Sonia Rao, Clare Minnerath, Guy Hagen, Jonathan Ventura

Multi-Level Generative Chaotic Recurrent Network for Image Inpainting

Cong Chen, Amos Abbott, Daniel Stilwell

Whose Hand Is This? Person Identification From Egocentric Hand Gestures

Satoshi Tsutsui, Yanwei Fu, David J. Crandall

Have Fun Storming the Castle(s)!

Connor Anderson, Adam Teuscher, Elizabeth Anderson, Alysia Larsen, Josh Shirley

MoRe: A Large-Scale Motorcycle Re-Identification Dataset

Augusto Figueiredo, Johnata Brayan, Renan Oliveira Reis, Raphael Prates, William Robson Schwartz

Object Recognition With Continual Open Set Domain Adaptation for Home Robot

Ikki Kishida, Hong Chen, Masaki Baba, Jiren Jin, Ayako Amma

Compositional Learning of Image-Text Query for Image Retrieval

Muhammad Umer Anwaar, Egor Labintcev, Martin Kleinsteuber

SSGP: Sparse Spatial Guided Propagation for Robust and Generic Interpolation

Rene Schuster, Oliver Wasenmuller, Christian Unger, Didier Stricker

Automatic Open-World Reliability Assessment

Mohsen Jafarzadeh, Touqeer Ahmad, Akshay Raj Dhamija, Chunchun Li, Steve Cruz

A Vector-Based Representation to Enhance Head Pose Estimation

Zhiwen Cao, Zongcheng Chu, Dongfang Liu, Yingjie Chen

Misclassification Risk and Uncertainty Quantification in Deep Classifiers

Murat Sensoy, Maryam Saleki, Simon Julier, Reyhan Aydoğan, John Reid

AdarGCN: Adaptive Aggregation GCN for Few-Shot Learning

Jianhong Zhang, Manli Zhang, Zhiwu Lu, Tao Xiang

Legacy Photo Editing With Learned Noise Prior

Yuzhi Zhao, Lai-Man Po, Tingyu Lin, Xuehui Wang, Kangcheng Liu

FlowCaps: Optical Flow Estimation With Capsule Networks for Action Recognition

Vinoj Jayasundara, Debaditya Roy, Basura Fernando

Style Consistent Image Generation for Nuclei Instance Segmentation

Xuan Gong, Shuyan Chen, Baochang Zhang, DAVID DOERMANN

Reducing the Annotation Effort for Video Object Segmentation Datasets

Paul Voigtlaender, Lishu Luo, Chun Yuan, Yong Jiang, Bastian Leibe

Foreground Color Prediction Through Inverse Compositing

Sebastian Lutz, Aljosa Smolic

Dynamic Routing Networks

Shaofeng Cai, YAO SHU, Wei Wang

Visual Speech Enhancement Without a Real Visual Stream

Sindhu B. Hegde, K.R. Prajwal, Rudrabha Mukhopadhyay, Vinay P. Namboodiri, C.V. Jawahar

TrustMAE: A Noise-Resilient Defect Classification Framework Using Memory-Augmented Auto-Encoders With Trust Regions

Daniel Stanley Tan, Yi-Chun Chen, Trista Pei-Chun Chen, Wei-Chao Chen

Temporal Context Aggregation for Video Retrieval With Contrastive Learning

Jie Shao, Xin Wen, Bingchen Zhao, Xiangyang Xue

Cinematic-L1 Video Stabilization With a Log-Homography Model

Arwen Bradley, Jason Klivington, Joseph Triscari, Rudolph van der Merwe

Multi Projection Fusion for Real-Time Semantic Segmentation of 3D LiDAR Point Clouds

Yara Ali Alnaggar, Mohamed Afifi, Karim Amer, Mohamed ElHelw

Conflicting Bundles: Adapting Architectures Towards the Improved Training of Deep Neural Networks

David Peer, Sebastian Stabinger, Antonio Rodriguez-Sanchez

PNPDet: Efficient Few-Shot Detection Without Forgetting via Plug-and-Play Sub-Networks

Gongjie Zhang, Kaiwen Cui, Rongliang Wu, Shijian Lu, Yonghong Tian

Adversarial Deepfakes: Evaluating Vulnerability of Deepfake Detectors to Adversarial Examples

Shehzeen Hussain, Paarth Neekhara, Malhar Jere, Farinaz Koushanfar, Julian McAuley

MEVA: A Large-Scale Multiview, Multimodal Video Dataset for Activity Detection

Kellie Corona, Katie Osterdahl, Roderic Collins, Anthony Hoogs

DynaVSR: Dynamic Adaptive Blind Video Super-Resolution

Suyoung Lee, Myungsub Choi, Kyoung Mu Lee

Disentangled Contour Learning for Quadrilateral Text Detection

Yanguang Bi, Zhiqiang Hu

Deep Unsupervised Anomaly Detection

Tangqing Li, Zheng Wang, Siying Liu, Wen-Yan Lin

A Unified Framework for Compressive Video Recovery From Coded Exposure Techniques

Prasan Shedligeri, Anupama S, Kaushik Mitra

SuPEr-SAM: Using the Supervision Signal From a Pose Estimator to Train a Spatial Attention Module for Personal Protective Equipment Recognition

Adrian Sandru, Georgian-Emilian Duta, Mariana-Iuliana Georgescu, Radu Tudor Ionescu

Saliency Prediction With External Knowledge

Yifeng Zhang, Ming Jiang, Qi Zhao

Temporal-Aware Self-Supervised Learning for 3D Hand Pose and Mesh Estimation in Videos

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

Understanding the Impact of Mistakes on Background Regions in Crowd Counting

Davide Modolo, Bing Shuai, Rahul Rama Varior, Joseph Tighe

IncreACO: Incrementally Learned Automatic Check-Out With Photorealistic Exemplar Augmentation

Yandan Yang, Lu Sheng, Xiaolong Jiang, Haochen Wang, Dong Xu

Oriented Object Detection in Aerial Images With Box Boundary-Aware Vectors

Jingru Yi, Pengxiang Wu, Bo Liu, Qiaoying Huang, Hui Qu

De-Biasing Neural Networks With Estimated Offset for Class Imbalanced Learning

Byungju Kim, Hyeong Gwon Hong, Junmo Kim

Multi-Loss Weighting With Coefficient of Variations

Rick Groenendijk, Sezer Karaoglu, Theo Gevers, Thomas Mensink

Transductive Visual Verb Sense Disambiguation

Sebastiano Vascon, Sinem Aslan, Gianluca Bigaglia, Lorenzo Giudice, Marcello Pelillo

The Laughing Machine: Predicting Humor in Video

Yuta Kayatani, Zekun Yang, Mayu Otani, Noa Garcia, Chenhui Chu

Local to Global: Efficient Visual Localization for a Monocular Camera

Sang Jun Lee, Deokhwa Kim, Sung Soo Hwang, Donghwan Lee

Optimistic Agent: Accurate Graph-Based Value Estimation for More Successful Visual Navigation

Mahdi Kazemi Moghaddam, Qi Wu, Ehsan Abbasnejad, Javen Shi

Improving Point Cloud Semantic Segmentation by Learning 3D Object Detection

Ozan Unal, Luc Van Gool, Dengxin Dai

Adversarial Dual Distinct Classifiers for Unsupervised Domain Adaptation

Taotao Jing, Zhengming Ding

This Face Does Not Exist... But It Might Be Yours! Identity Leakage in Generative Models

Patrick Tinsley, Adam Czajka, Patrick Flynn

Vid2Int: Detecting Implicit Intention From Long Dialog Videos

Xiaoli Xu, Yao Lu, Zhiwu Lu, Tao Xiang

The IKEA ASM Dataset: Understanding People Assembling Furniture Through Actions, Objects and Pose

Yizhak Ben-Shabat, Xin Yu, Fatemeh Saleh, Dylan Campbell, Cristian Rodriguez-Opazo

Temporally Consistent 3D Human Pose Estimation Using Dual 360deg Cameras

Matthew Shere, Hansung Kim, Adrian Hilton

Multimodal Prototypical Networks for Few-Shot Learning

Frederik Pahde, Mihai Puscas, Tassilo Klein, Moin Nabi

Ontology-Driven Event Type Classification in Images

Eric Muller-Budack, Matthias Springstein, Sherzod Hakimov, Kevin Mrutzek, Ralph Ewerth

Handwritten Chinese Font Generation With Collaborative Stroke Refinement

Chuan Wen, Yujie Pan, Jie Chang, Ya Zhang, Siheng Chen

Multimodal Trajectory Predictions for Autonomous Driving Without a Detailed Prior Map

Atsushi Kawasaki, Akihito Seki

Separable Four Points Fundamental Matrix

Gil Ben-Artzi

Group Softmax Loss With Discriminative Feature Grouping

Takumi Kobayashi

Real-Time RGBD-Based Extended Body Pose Estimation

Renat Bashirov, Anastasia Ianina, Karim Iskakov, Yevgeniy Kononenko, Valeriya Strizhkova

One-Shot Image Recognition Using Prototypical Encoders With Reduced Hubness

Chenxi Xiao, Naveen Madapana, Juan Wachs

OverNet: Lightweight Multi-Scale Super-Resolution With Overscaling Network

Parichehr Behjati, Pau Rodriguez, Armin Mehri, Isabelle Hupont, Carles Fernandez Tena

Covariance-Free Partial Least Squares: An Incremental Dimensionality Reduction Method

Artur Jordao, Maiko Lie, Victor Hugo Cunha de Melo, William Robson Schwartz

Improving Few-Shot Learning Using Composite Rotation Based Auxiliary Task

Pratik Mazumder, Pravendra Singh, Vinay P. Namboodiri

Self-Supervised Training for Blind Multi-Frame Video Denoising

Valery Dewil, Jérémy Anger, Axel Davy, Thibaud Ehret, Gabriele Facciolo

Class-Agnostic Few-Shot Object Counting

Shuo-Diao Yang, Hung-Ting Su, Winston H. Hsu, Wen-Chin Chen

An Alternative of LIDAR in Nighttime: Unsupervised Depth Estimation Based on Single Thermal Image

Yawen Lu, Guoyu Lu

RNNP: A Robust Few-Shot Learning Approach

Pratik Mazumder, Pravendra Singh, Vinay P. Namboodiri

Zero-Pair Image to Image Translation Using Domain Conditional Normalization

Samarth Shukla, Andres Romero, Luc Van Gool, Radu Timofte

Deep Interactive Thin Object Selection

Jun Hao Liew, Scott Cohen, Brian Price, Long Mai, Jiashi Feng

Effective Fusion Factor in FPN for Tiny Object Detection

Yuqi Gong, Xuehui Yu, Yao Ding, Xiaoke Peng, Jian Zhao

FACEGAN: Facial Attribute Controllable rEenactment GAN

Soumya Tripathy, Juho Kannala, Esa Rahtu

ExMaps: Long-Term Localization in Dynamic Scenes Using Exponential Decay

Alexandros Rotsidis, Christof Lutteroth, Peter Hall, Christian Richardt

Generative Patch Priors for Practical Compressive Image Recovery

Rushil Anirudh, Suhas Lohit, Pavan Turaga

Real-Time Gait-Based Age Estimation and Gender Classification From a Single Image

Chi Xu, Yasushi Makihara, Ruochen Liao, Hirotaka Niitsuma, Xiang Li

Kernel Self-Attention for Weakly-Supervised Image Classification Using Deep Multiple Instance Learning

Dawid Rymarczyk, Adriana Borowa, Jacek Tabor, Bartosz Zieliński