WACV 2022

406 papers

Improve Image Captioning by Estimating the Gazing Patterns From the Caption

Rehab Alahmadi, James Hahn

Detecting Tear Gas Canisters With Limited Training Data

Ashwin D'Cruz, Christopher Tegho, Sean Greaves, Lachlan Kermode

Leveraging Test-Time Consensus Prediction for Robustness Against Unseen Noise

Anindya Sarkar, Anirban Sarkar, Vineeth N Balasubramanian

Face Verification With Challenging Imposters and Diversified Demographics

Adrian Popescu, Liviu-Daniel Ștefan, Jérôme Deshayes-Chossart, Bogdan Ionescu

One-Class Learned Encoder-Decoder Network With Adversarial Context Masking for Novelty Detection

John Taylor Jewell, Vahid Reza Khazaie, Yalda Mohsenzadeh

Less Can Be More: Sound Source Localization With a Classification Model

Arda Senocak, Hyeonggon Ryu, Junsik Kim, In So Kweon

HHP-Net: A Light Heteroscedastic Neural Network for Head Pose Estimation With Uncertainty

Giorgio Cantarini, Federico Figari Tomenotti, Nicoletta Noceti, Francesca Odone

Learning Foreground-Background Segmentation From Improved Layered GANs

Yu Yang, Hakan Bilen, Qiran Zou, Wing Yin Cheung, Xiangyang Ji

REGroup: Rank-Aggregating Ensemble of Generative Classifiers for Robust Predictions

Lokender Tiwari, Anish Madan, Saket Anand, Subhashis Banerjee

Multi-Head Deep Metric Learning Using Global and Local Representations

Mohammad K. Ebrahimpour, Gang Qian, Allison Beach

Video and Text Matching With Conditioned Embeddings

Ameen Ali, Idan Schwartz, Tamir Hazan, Lior Wolf

Uncertainty Learning Towards Unsupervised Deformable Medical Image Registration

Xuan Gong, Luckyson Khaidem, Wentao Zhu, Baochang Zhang, DAVID DOERMANN

Compressed Sensing MRI Reconstruction With Co-VeGAN: Complex-Valued Generative Adversarial Network

Bhavya Vasudeva, Puneesh Deora, Saumik Bhattacharya, Pyari Mohan Pradhan

Coupled Training for Multi-Source Domain Adaptation

Ohad Amosy, Gal Chechik

Attribute-Based Deep Periocular Recognition: Leveraging Soft Biometrics to Improve Periocular Recognition

Veeru Talreja, Nasser M. Nasrabadi, Matthew C. Valenti

No-Reference Image Quality Assessment via Transformers, Relative Ranking, and Self-Consistency

S. Alireza Golestaneh, Saba Dadsetan, Kris M. Kitani

InfographicVQA

Minesh Mathew, Viraj Bagal, Ruben Tito, Dimosthenis Karatzas, Ernest Valveny

FASSST: Fast Attention Based Single-Stage Segmentation Net for Real-Time Instance Segmentation

Yuan Cheng, Rui Lin, Peining Zhen, Tianshu Hou, Chiu Wa Ng

Boosting Contrastive Self-Supervised Learning With False Negative Cancellation

Tri Huynh, Simon Kornblith, Matthew R. Walter, Michael Maire, Maryam Khademi

CharacterGAN: Few-Shot Keypoint Character Animation and Reposing

Tobias Hinz, Matthew Fisher, Oliver Wang, Eli Shechtman, Stefan Wermter

Symmetric-Light Photometric Stereo

Kazuma Minami, Hiroaki Santo, Fumio Okura, Yasuyuki Matsushita

CrossLocate: Cross-Modal Large-Scale Visual Geo-Localization in Natural Environments Using Rendered Modalities

Jan Tomešek, Martin Cadik, Jan Brejcha

TricubeNet: 2D Kernel-Based Object Representation for Weakly-Occluded Oriented Object Detection

beomyoung kim, Janghyeon Lee, Sihaeng Lee, Doyeon Kim, Junmo Kim

Parsing Line Chart Images Using Linear Programming

Hajime Kato, Mitsuru Nakazawa, Hsuan-Kung Yang, Mark Chen, Bjorn Stenger

Deep Online Fused Video Stabilization

Zhenmei Shi, Fuhao Shi, Wei-Sheng Lai, Chia-Kai Liang, Yingyu Liang

Mutual Learning of Joint and Separate Domain Alignments for Multi-Source Domain Adaptation

Yuanyuan Xu, Meina Kan, Shiguang Shan, Xilin Chen

Learning To Generate the Unknowns as a Remedy to the Open-Set Domain Shift

Mahsa Baktashmotlagh, Tianle Chen, Mathieu Salzmann

Online Knowledge Distillation by Temporal-Spatial Boosting

Chengcheng Li, Zi Wang, Hairong Qi

V-SlowFast Network for Efficient Visual Sound Separation

Lingyu Zhu, Esa Rahtu

Sandwich Batch Normalization: A Drop-In Replacement for Feature Distribution Heterogeneity

Xinyu Gong, Wuyang Chen, Tianlong Chen, Zhangyang Wang

Batch Normalization Tells You Which Filter Is Important

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

Generalized Clustering and Multi-Manifold Learning With Geometric Structure Preservation

Lirong Wu, Zicheng Liu, Jun Xia, Zelin Zang, Siyuan Li

Network Generalization Prediction for Safety Critical Tasks in Novel Operating Domains

Molly O'Brien, Mike Medoff, Julia Bukowski, Gregory D. Hager

Fast and Explicit Neural View Synthesis

Pengsheng Guo, Miguel Angel Bautista, Alex Colburn, Liang Yang, Daniel Ulbricht

Calibrating CNNs for Few-Shot Meta Learning

Peng Yang, Shaogang Ren, Yang Zhao, Ping Li

Resolution-Robust Large Mask Inpainting With Fourier Convolutions

Roman Suvorov, Elizaveta Logacheva, Anton Mashikhin, Anastasia Remizova, Arsenii Ashukha

Pro-CCaps: Progressively Teaching Colourisation to Capsules

Rita Pucci, Christian Micheloni, Gian Luca Foresti, Niki Martinel

Time-Space Transformers for Video Panoptic Segmentation

Andra Petrovai, Sergiu Nedevschi

ImVoxelNet: Image to Voxels Projection for Monocular and Multi-View General-Purpose 3D Object Detection

Danila Rukhovich, Anna Vorontsova, Anton Konushin

Towards Durability Estimation of Bioprosthetic Heart Valves via Motion Symmetry Analysis

Maryam Alizadeh, Melissa Cote, Alexandra Branzan Albu

mToFNet: Object Anti-Spoofing With Mobile Time-of-Flight Data

Yonghyun Jeong, Doyeon Kim, Jaehyeon Lee, Minki Hong, Solbi Hwang

Self-Guidance: Improve Deep Neural Network Generalization via Knowledge Distillation

Zhenzhu Zheng, Xi Peng

Extraction of Positional Player Data From Broadcast Soccer Videos

Jonas Theiner, Wolfgang Gritz, Eric Muller-Budack, Robert Rein, Daniel Memmert

AttWalk: Attentive Cross-Walks for Deep Mesh Analysis

Ran Ben Izhak, Alon Lahav, Ayellet Tal

Re-Compose the Image by Evaluating the Crop on More Than Just a Score

Yang Cheng, Qian Lin, Jan P. Allebach

Fair and Accurate Age Prediction Using Distribution Aware Data Curation and Augmentation

Yushi Cao, David Berend, Palina Tolmach, Guy Amit, Moshe Levy

Temporally Stable Video Segmentation Without Video Annotations

Aharon Azulay, Tavi Halperin, Orestis Vantzos, Nadav Bornstein, Ofir Bibi

Late-Resizing: A Simple but Effective Sketch Extraction Strategy for Improving Generalization of Line-Art Colorization

Dohyun Kim, Dajung Je, Kwangjin Lee, Moohyun Kim, Han Kim

A Structure-Aware Method for Direct Pose Estimation

Hunter Blanton, Scott Workman, Nathan Jacobs

Knowledge-Augmented Contrastive Learning for Abnormality Classification and Localization in Chest X-Rays With Radiomics Using a Feedback Loop

Yan Han, Chongyan Chen, Ahmed Tewfik, Benjamin Glicksberg, Ying Ding

Visualizing Paired Image Similarity in Transformer Networks

Samuel Black, Abby Stylianou, Robert Pless, Richard Souvenir

Generating and Controlling Diversity in Image Search

Md. Mehrab Tanjim, Ritwik Sinha, Krishna Kumar Singh, Sridhar Mahadevan, David Arbour

Revealing Disocclusions in Temporal View Synthesis Through Infilling Vector Prediction

Vijayalakshmi Kanchana, Nagabhushan Somraj, Suraj Yadwad, Rajiv Soundararajan

Learning Maritime Obstacle Detection From Weak Annotations by Scaffolding

Lojze Žust, Matej Kristan

Addressing Out-of-Distribution Label Noise in Webly-Labelled Data

Paul Albert, Diego Ortego, Eric Arazo, Noel E. O'Connor, Kevin McGuinness

Tailor Me: An Editing Network for Fashion Attribute Shape Manipulation

Youngjoong Kwon, Stefano Petrangeli, Dahun Kim, Haoliang Wang, Viswanathan Swaminathan

Class-Balanced Active Learning for Image Classification

Javad Zolfaghari Bengar, Joost van de Weijer, Laura Lopez Fuentes, Bogdan Raducanu

PROVES: Establishing Image Provenance Using Semantic Signatures

Mingyang Xie, Manav Kulshrestha, Shaojie Wang, Jinghan Yang, Ayan Chakrabarti

Evaluating and Mitigating Bias in Image Classifiers: A Causal Perspective Using Counterfactuals

Saloni Dash, Vineeth N Balasubramanian, Amit Sharma

Self-Supervised Pretraining Improves Self-Supervised Pretraining

Colorado J Reed, Xiangyu Yue, Ani Nrusimha, Sayna Ebrahimi, Vivek Vijaykumar

3DRefTransformer: Fine-Grained Object Identification in Real-World Scenes Using Natural Language

Ahmed Abdelreheem, Ujjwal Upadhyay, Ivan Skorokhodov, Rawan Al Yahya, Jun Chen

Knowledge Capture and Replay for Continual Learning

Saisubramaniam Gopalakrishnan, Pranshu Ranjan Singh, Haytham Fayek, Savitha Ramasamy, ArulMurugan Ambikapathi

Single-Shot Path Integrated Panoptic Segmentation

Sukjun Hwang, Seoung Wug Oh, Seon Joo Kim

Low-Cost Multispectral Scene Analysis With Modality Distillation

Heng Zhang, Elisa Fromont, Sébastien Lefèvre, Bruno Avignon

FastAno: Fast Anomaly Detection via Spatio-Temporal Patch Transformation

Chaewon Park, MyeongAh Cho, Minhyeok Lee, Sangyoun Lee

A Modular and Unified Framework for Detecting and Localizing Video Anomalies

Keval Doshi, Yasin Yilmaz

Variational Stacked Local Attention Networks for Diverse Video Captioning

Tonmoay Deb, Akib Sadmanee, Kishor Kumar Bhaumik, Amin Ahsan Ali, M Ashraful Amin

AFTer-UNet: Axial Fusion Transformer UNet for Medical Image Segmentation

Xiangyi Yan, Hao Tang, Shanlin Sun, Haoyu Ma, Deying Kong

Towards a Robust Differentiable Architecture Search Under Label Noise

Christian Simon, Piotr Koniusz, Lars Petersson, Yan Han, Mehrtash Harandi

Weakly-Supervised Convolutional Neural Networks for Vessel Segmentation in Cerebral Angiography

Arvind Vepa, Andrew Choi, Noor Nakhaei, WonJun Lee, Noah Stier

BiHPF: Bilateral High-Pass Filters for Robust Deepfake Detection

Yonghyun Jeong, Doyeon Kim, Seungjai Min, Seongho Joe, Youngjune Gwon

Visually Guided Sound Source Separation and Localization Using Self-Supervised Motion Representations

Lingyu Zhu, Esa Rahtu

In-Field Phenotyping Based on Crop Leaf and Plant Instance Segmentation

Jan Weyler, Federico Magistri, Peter Seitz, Jens Behley, Cyrill Stachniss

MobileStereoNet: Towards Lightweight Deep Networks for Stereo Matching

Faranak Shamsafar, Samuel Woerz, Rafia Rahim, Andreas Zell

Semi-Supervised Domain Adaptation via Sample-to-Sample Self-Distillation

Jeongbeen Yoon, Dahyun Kang, Minsu Cho

Self-Supervised Generative Style Transfer for One-Shot Medical Image Segmentation

Devavrat Tomar, Behzad Bozorgtabar, Manana Lortkipanidze, Guillaume Vray, Mohammad Saeed Rad

Adversarial Semantic Hallucination for Domain Generalized Semantic Segmentation

Gabriel Tjio, Ping Liu, Joey Tianyi Zhou, Rick Siow Mong Goh

Skeleton-DML: Deep Metric Learning for Skeleton-Based One-Shot Action Recognition

Raphael Memmesheimer, Simon Häring, Nick Theisen, Dietrich Paulus

Learnable Multi-Level Frequency Decomposition and Hierarchical Attention Mechanism for Generalized Face Presentation Attack Detection

Meiling Fang, Naser Damer, Florian Kirchbuchner, Arjan Kuijper

Towards Active Vision for Action Localization With Reactive Control and Predictive Learning

Shubham Trehan, Sathyanarayanan N. Aakur

Billion-Scale Pretraining With Vision Transformers for Multi-Task Visual Representations

Josh Beal, Hao-Yu Wu, Dong Huk Park, Andrew Zhai, Dmitry Kislyuk

Robust High-Resolution Video Matting With Temporal Guidance

Shanchuan Lin, Linjie Yang, Imran Saleemi, Soumyadip Sengupta

Measuring Representation of Race, Gender, and Age in Children's Books: Face Detection and Feature Classification in Illustrated Images

Teodora Szasz, Emileigh Harrison, Ping-Jung Liu, Ping-Chang Lin, Hakizumwami Birali Runesha

SeeTek: Very Large-Scale Open-Set Logo Recognition With Text-Aware Metric Learning

Chenge Li, István Fehérvári, Xiaonan Zhao, Ives Macedo, Srikar Appalaraju

Semi-Supervised Semantic Segmentation of Vessel Images Using Leaking Perturbations

Jinyong Hou, Xuejie Ding, Jeremiah D. Deng

HybVIO: Pushing the Limits of Real-Time Visual-Inertial Odometry

Otto Seiskari, Pekka Rantalankila, Juho Kannala, Jerry Ylilammi, Esa Rahtu

C-VTON: Context-Driven Image-Based Virtual Try-On Network

Benjamin Fele, Ajda Lampe, Peter Peer, Vitomir Struc

GraDual: Graph-Based Dual-Modal Representation for Image-Text Matching

Siqu Long, Soyeon Caren Han, Xiaojun Wan, Josiah Poon

Estimating Image Depth in the Comics Domain

Deblina Bhattacharjee, Martin Everaert, Mathieu Salzmann, Sabine Süsstrunk

RLSS: A Deep Reinforcement Learning Algorithm for Sequential Scene Generation

Azimkhon Ostonov, Peter Wonka, Dominik L. Michels

Maximizing Cosine Similarity Between Spatial Features for Unsupervised Domain Adaptation in Semantic Segmentation

Inseop Chung, Daesik Kim, Nojun Kwak

Co-Segmentation Aided Two-Stream Architecture for Video Captioning

Jayesh Vaidya, Arulkumar Subramaniam, Anurag Mittal

Trading-Off Information Modalities in Zero-Shot Classification

Jorge Sánchez, Matías Molina

S2FGAN: Semantically Aware Interactive Sketch-To-Face Translation

yan yang, Md Zakir Hossain, Tom Gedeon, Shafin Rahman

SpectraNet: Learned Recognition of Artificial Satellites From High Contrast Spectroscopic Imagery

J. Zachary Gazak, Ian McQuaid, Ryan Swindle, Matthew Phelps, Justin Fletcher

Image-Adaptive Hint Generation via Vision Transformer for Outpainting

Daehyeon Kong, Kyeongbo Kong, Kyunghun Kim, Sung-Jun Min, Suk-Ju Kang

PredStereo: An Accurate Real-Time Stereo Vision System

Diksha Moolchandani, Nivedita Shrivastava, Anshul Kumar, Smruti R. Sarangi

Bayesian Uncertainty and Expected Gradient Length - Regression: Two Sides of the Same Coin?

Megh Shukla

Fast Nonlinear Image Unblending

Daichi Horita, Kiyoharu Aizawa, Ryohei Suzuki, Taizan Yonetsuji, Huachun Zhu

Meta Approach to Data Augmentation Optimization

Ryuichiro Hataya, Jan Zdenek, Kazuki Yoshizoe, Hideki Nakayama