WACV 2022

406 papers

Improving Model Generalization by Agreement of Learned Representations From Data Augmentation

Rowel Atienza

Automated Defect Inspection in Reverse Engineering of Integrated Circuits

Ann-Christin Bette, Patrick Brus, Gabor Balazs, Matthias Ludwig, Alois Knoll

Siamese Transformer Pyramid Networks for Real-Time UAV Tracking

Daitao Xing, Nikolaos Evangeliou, Athanasios Tsoukalas, Anthony Tzes

StickyLocalization: Robust End-to-End Relocalization on Point Clouds Using Graph Neural Networks

Kai Fischer, Martin Simon, Stefan Milz, Patrick Mader

Global Assists Local: Effective Aerial Representations for Field of View Constrained Image Geo-Localization

Royston Rodrigues, Masahiro Tani

Masking Modalities for Cross-Modal Video Retrieval

Valentin Gabeur, Arsha Nagrani, Chen Sun, Karteek Alahari, Cordelia Schmid

Enhancing Few-Shot Image Classification With Unlabelled Examples

Peyman Bateni, Jarred Barber, Jan-Willem van de Meent, Frank Wood

PhotoWCT2: Compact Autoencoder for Photorealistic Style Transfer Resulting From Blockwise Training and Skip Connections of High-Frequency Residuals

Tai-Yin Chiu, Danna Gurari

One-Shot Compositional Data Generation for Low Resource Handwritten Text Recognition

Mohamed Ali Souibgui, Ali Furkan Biten, Sounak Dey, Alicia Fornés, Yousri Kessentini

StyleMC: Multi-Channel Based Fast Text-Guided Image Generation and Manipulation

Umut Kocasari, Alara Dirik, Mert Tiftikci, Pinar Yanardag

Self-Supervised Domain Adaptation for Visual Navigation With Global Map Consistency

Eun Sun Lee, Junho Kim, Young Min Kim

Weakly Supervised Learning for Joint Image Denoising and Protein Localization in Cryo-Electron Microscopy

Qinwen Huang, Ye Zhou, Hsuan-Fu Liu, Alberto Bartesaghi

Physical Adversarial Attacks on an Aerial Imagery Object Detector

Andrew Du, Bo Chen, Tat-jun Chin, Yee Wei Law, Michele Sasdelli

MAPS: Multimodal Attention for Product Similarity

Nilotpal Das, Aniket Joshi, Promod Yenigalla, Gourav Agrwal

Improving Object Detection by Label Assignment Distillation

Chuong H. Nguyen, Thuy C. Nguyen, Tuan N. Tang, Nam L.H. Phan

Creating and Reenacting Controllable 3D Humans With Differentiable Rendering

Thiago L. Gomes, Thiago M. Coutinho, Rafael Azevedo, Renato Martins, Erickson R. Nascimento

DeepPatent: Large Scale Patent Drawing Recognition and Retrieval

Michal Kucer, Diane Oyen, Juan Castorena, Jian Wu

Event-Based Kilohertz Eye Tracking Using Coded Differential Lighting

Timo Stoffregen, Hossein Daraei, Clare Robinson, Alexander Fix

Learning Color Representations for Low-Light Image Enhancement

Bomi Kim, Sunhyeok Lee, Nahyun Kim, Donggon Jang, Dae-Shik Kim

Identifying Wrongly Predicted Samples: A Method for Active Learning

Rahaf Aljundi, Nikolay Chumerin, Daniel Olmeda Reino

3D Modeling Beneath Ground: Plant Root Detection and Reconstruction Based on Ground-Penetrating Radar

Yawen Lu, Guoyu Lu

Surrogate Model-Based Explainability Methods for Point Cloud NNs

Hanxiao Tan, Helena Kotthaus

MisConv: Convolutional Neural Networks for Missing Data

Marcin Przewięźlikowski, Marek Śmieja, Łukasz Struski, Jacek Tabor

3DFaceFill: An Analysis-by-Synthesis Approach To Face Completion

Rahul Dey, Vishnu Naresh Boddeti

Latent Reweighting, an Almost Free Improvement for GANs

Thibaut Issenhuth, Ugo Tanielian, David Picard, Jeremie Mary

PICA: Point-Wise Instance and Centroid Alignment Based Few-Shot Domain Adaptive Object Detection With Loose Annotations

Chaoliang Zhong, Jie Wang, Cheng Feng, Ying Zhang, Jun Sun

Equine Pain Behavior Classification via Self-Supervised Disentangled Pose Representation

Maheen Rashid, Sofia Broome, Katrina Ask, Elin Hernlund, Pia Haubro Andersen

SSCAP: Self-Supervised Co-Occurrence Action Parsing for Unsupervised Temporal Action Segmentation

Zhe Wang, Hao Chen, Xinyu Li, Chunhui Liu, Yuanjun Xiong

GANs Spatial Control via Inference-Time Adaptive Normalization

Karin Jakoel, Liron Efraim, Tamar Rott Shaham

Challenges in Procedural Multimodal Machine Comprehension: A Novel Way To Benchmark

Pritish Sahu, Karan Sikka, Ajay Divakaran

On Black-Box Explanation for Face Verification

Domingo Mery, Bernardita Morris

Nonnegative Low-Rank Tensor Completion via Dual Formulation With Applications to Image and Video Completion

Tanmay Kumar Sinha, Jayadev Naram, Pawan Kumar

Single Image Deraining Network With Rain Embedding Consistency and Layered LSTM

Yizhou Li, Yusuke Monno, Masatoshi Okutomi

Danish Fungi 2020 - Not Just Another Image Recognition Dataset

Lukas Picek, Milan Sulc, Jiri Matas, Thomas S. Jeppesen, Jacob Heilmann-Clausen

Typenet: Towards Camera Enabled Touch Typing on Flat Surfaces Through Self-Refinement

Ben Maman, Amit Bermano

Fast-CLOCs: Fast Camera-LiDAR Object Candidates Fusion for 3D Object Detection

Su Pang, Daniel Morris, Hayder Radha

Unsupervised Robust Domain Adaptation Without Source Data

Peshal Agarwal, Danda Pani Paudel, Jan-Nico Zaech, Luc Van Gool

Extracting Vignetting and Grain Filter Effects From Photos

Abdelrahman Abdelhamed, Jonghwa Yim, Abhijith Punnappurath, Michael S. Brown, Jihwan Choe

Semi-Supervised Multi-Task Learning for Semantics and Depth

Yufeng Wang, Yi-Hsuan Tsai, Wei-Chih Hung, Wenrui Ding, Shuo Liu

Tensor Feature Hallucination for Few-Shot Learning

Michalis Lazarou, Tania Stathaki, Yannis Avrithis

Contextual Proposal Network for Action Localization

He-Yen Hsieh, Ding-Jie Chen, Tyng-luh Liu

Robust 3D Garment Digitization From Monocular 2D Images for 3D Virtual Try-On Systems

Sahib Majithia, Sandeep N. Parameswaran, Sadbhavana Babar, Vikram Garg, Astitva Srivastava

SAC: Semantic Attention Composition for Text-Conditioned Image Retrieval

Surgan Jandial, Pinkesh Badjatiya, Pranit Chawla, Ayush Chopra, Mausoom Sarkar

FLUID: Few-Shot Self-Supervised Image Deraining

Shyam Nandan Rai, Rohit Saluja, Chetan Arora, Vineeth N Balasubramanian, Anbumani Subramanian

Cleaning Noisy Labels by Negative Ensemble Learning for Source-Free Unsupervised Domain Adaptation

Waqar Ahmed, Pietro Morerio, Vittorio Murino

Dynamic CNNs Using Uncertainty To Overcome Domain Generalization for Surgical Instrument Localization

Markus Philipp, Anna Alperovich, Marielena Gutt-Will, Andrea Mathis, Stefan Saur

An Investigation of Critical Issues in Bias Mitigation Techniques

Robik Shrestha, Kushal Kafle, Christopher Kanan

Joint Classification and Trajectory Regression of Online Handwriting Using a Multi-Task Learning Approach

Felix Ott, David Rügamer, Lucas Heublein, Bernd Bischl, Christopher Mutschler

Unsupervised Learning for Human Sensing Using Radio Signals

Tianhong Li, Lijie Fan, Yuan Yuan, Dina Katabi

Detection and Localization of Facial Expression Manipulations

Ghazal Mazaheri, Amit K. Roy-Chowdhury

Domain Generalization Through Audio-Visual Relative Norm Alignment in First Person Action Recognition

Mirco Planamente, Chiara Plizzari, Emanuele Alberti, Barbara Caputo

QUALIFIER: Question-Guided Self-Attentive Multimodal Fusion Network for Audio Visual Scene-Aware Dialog

Muchao Ye, Quanzeng You, Fenglong Ma

Pose and Joint-Aware Action Recognition

Anshul Shah, Shlok Mishra, Ankan Bansal, Jun-Cheng Chen, Rama Chellappa

Sign Language Translation With Hierarchical Spatio-Temporal Graph Neural Network

Jichao Kan, Kun Hu, Markus Hagenbuchner, Ah Chung Tsoi, Mohammed Bennamoun

SEGA: Semantic Guided Attention on Visual Prototype for Few-Shot Learning

Fengyuan Yang, Ruiping Wang, Xilin Chen

AirCamRTM: Enhancing Vehicle Detection for Efficient Aerial Camera-Based Road Traffic Monitoring

Rafael Makrigiorgis, Nicolas Hadjittoouli, Christos Kyrkou, Theocharis Theocharides

A Deep Insight Into Measuring Face Image Utility With General and Face-Specific Image Quality Metrics

Biying Fu, Cong Chen, Olaf Henniger, Naser Damer

Style Agnostic 3D Reconstruction via Adversarial Style Transfer

Felix Petersen, Bastian Goldluecke, Oliver Deussen, Hilde Kuehne

Non-Local Attention Improves Description Generation for Retinal Images

Jia-Hong Huang, Ting-Wei Wu, C.-H. Huck Yang, Zenglin Shi, I-Hung Lin

Enhanced Correlation Matching Based Video Frame Interpolation

Sungho Lee, Narae Choi, Woong Il Choi

Dataset Knowledge Transfer for Class-Incremental Learning Without Memory

Habib Slim, Eden Belouadah, Adrian Popescu, Darian Onchis

Co-Net: A Collaborative Region-Contour-Driven Network for Fine-to-Finer Medical Image Segmentation

Anran Liu, Xiangsheng Huang, Tong Li, Pengcheng Ma

Contrast To Divide: Self-Supervised Pre-Training for Learning With Noisy Labels

Evgenii Zheltonozhskii, Chaim Baskin, Avi Mendelson, Alex M. Bronstein, Or Litany

LEAD: Self-Supervised Landmark Estimation by Aligning Distributions of Feature Similarity

Tejan Karmali, Abhinav Atrishi, Sai Sree Harsha, Susmit Agrawal, Varun Jampani

Learning With Label Noise for Image Retrieval by Selecting Interactions

Sarah Ibrahimi, Arnaud Sors, Rafael Sampaio de Rezende, Stéphane Clinchant

Novel Ensemble Diversification Methods for Open-Set Scenarios

Miriam Farber, Roman Goldenberg, George Leifman, Gal Novich

Stylizing 3D Scene via Implicit Representation and HyperNetwork

Pei-Ze Chiang, Meng-Shiun Tsai, Hung-Yu Tseng, Wei-Sheng Lai, Wei-Chen Chiu

Novel-View Synthesis of Human Tourist Photos

Jonathan Freer, Kwang Moo Yi, Wei Jiang, Jongwon Choi, Hyung Jin Chang

Detail Preserving Residual Feature Pyramid Modules for Optical Flow

Libo Long, Jochen Lang

SeaDronesSee: A Maritime Benchmark for Detecting Humans in Open Water

Leon Amadeus Varga, Benjamin Kiefer, Martin Messmer, Andreas Zell

Strumming to the Beat: Audio-Conditioned Contrastive Video Textures

Medhini Narasimhan, Shiry Ginosar, Andrew Owens, Alexei A. Efros, Trevor Darrell

SIGNAV: Semantically-Informed GPS-Denied Navigation and Mapping in Visually-Degraded Environments

Alex Krasner, Mikhail Sizintsev, Abhinav Rajvanshi, Han-pang Chiu, Niluthpol Mithun

SWAG-V: Explanations for Video Using Superpixels Weighted by Average Gradients

Thomas Hartley, Kirill Sidorov, Christopher Willis, David Marshall

Video Salient Object Detection via Contrastive Features and Attention Modules

Yi-Wen Chen, Xiaojie Jin, Xiaohui Shen, Ming-Hsuan Yang

Self-Supervised Knowledge Transfer via Loosely Supervised Auxiliary Tasks

Seungbum Hong, Jihun Yoon, Min-Kook Choi, Junmo Kim

An Experimental Comparison of Multi-View Stereo Approaches on Satellite Images

Alvaro Gómez, Gregory Randall, Gabriele Facciolo, Rafael Grompone von Gioi

RGL-NET: A Recurrent Graph Learning Framework for Progressive Part Assembly

Abhinav Narayan, Rajendra Nagar, Shanmuganathan Raman

Inpaint2Learn: A Self-Supervised Framework for Affordance Learning

Lingzhi Zhang, Weiyu Du, Shenghao Zhou, Jiancong Wang, Jianbo Shi

High Dynamic Range Imaging of Dynamic Scenes With Saturation Compensation but Without Explicit Motion Compensation

Haesoo Chung, Nam Ik Cho

Weakly Supervised Branch Network With Template Mask for Classifying Masses in 3D Automated Breast Ultrasound

Daekyung Kim, Chang-Mo Nam, Haesol Park, Mijung Jang, Kyong Joon Lee

Non-Semantic Evaluation of Image Forensics Tools: Methodology and Database

Quentin Bammey, Tina Nikoukhah, Marina Gardella, Rafael Grompone von Gioi, Miguel Colom

Meta-Meta Classification for One-Shot Learning

Arkabandhu Chowdhury, Dipak Chaudhari, Swarat Chaudhuri, Chris Jermaine

Densely-Packed Object Detection via Hard Negative-Aware Anchor Attention

Sungmin Cho, Jinwook Paeng, Junseok Kwon

Generalized Facial Manipulation Detection With Edge Region Feature Extraction

Dong-Keon Kim, Kwang-Su Kim

Evaluating the Robustness of Semantic Segmentation for Autonomous Driving Against Real-World Adversarial Patch Attacks

Federico Nesti, Giulio Rossolini, Saasha Nair, Alessandro Biondi, Giorgio Buttazzo

Single Source One Shot Reenactment Using Weighted Motion From Paired Feature Points

Soumya Tripathy, Juho Kannala, Esa Rahtu

Federated Multi-Target Domain Adaptation

Chun-Han Yao, Boqing Gong, Hang Qi, Yin Cui, Yukun Zhu

DAQ: Channel-Wise Distribution-Aware Quantization for Deep Image Super-Resolution Networks

Cheeun Hong, Heewon Kim, Sungyong Baik, Junghun Oh, Kyoung Mu Lee

Action Anticipation Using Latent Goal Learning

Debaditya Roy, Basura Fernando

COCOA: Context-Conditional Adaptation for Recognizing Unseen Classes in Unseen Domains

Puneet Mangla, Shivam Chandhok, Vineeth N Balasubramanian, Fahad Shahbaz Khan

Pose-Guided Generative Adversarial Net for Novel View Action Synthesis

Xianhang Li, Junhao Zhang, Kunchang Li, Shruti Vyas, Yogesh S. Rawat

Supervised Compression for Resource-Constrained Edge Computing Systems

Yoshitomo Matsubara, Ruihan Yang, Marco Levorato, Stephan Mandt

Deep Feature Prior Guided Face Deblurring

Soo Hyun Jung, Tae Bok Lee, Yong Seok Heo

S2-MLP: Spatial-Shift MLP Architecture for Vision

Tan Yu, Xu Li, Yunfeng Cai, Mingming Sun, Ping Li

Shallow Features Guide Unsupervised Domain Adaptation for Semantic Segmentation at Class Boundaries

Adriano Cardace, Pierluigi Zama Ramirez, Samuele Salti, Luigi Di Stefano

Biomass Prediction With 3D Point Clouds From LiDAR

Liyuan Pan, Liu Liu, Anthony G. Condon, Gonzalo M. Estavillo, Robert A. Coe

Learned Event-Based Visual Perception for Improved Space Object Detection

Nikolaus Salvatore, Justin Fletcher

Auto-X3D: Ultra-Efficient Video Understanding via Finer-Grained Neural Architecture Search

Yifan Jiang, Xinyu Gong, Junru Wu, Humphrey Shi, Zhicheng Yan

Learnable Adaptive Cosine Estimator (LACE) for Image Classification

Joshua Peeples, Connor H. McCurley, Sarah Walker, Dylan Stewart, Alina Zare

Consistent Cell Tracking in Multi-Frames With Spatio-Temporal Context by Object-Level Warping Loss

Junya Hayashida, Kazuya Nishimura, Ryoma Bise