WACV 2024

846 papers

Do We Still Need Non-Maximum Suppression? Accurate Confidence Estimates and Implicit Duplication Modeling With IoU-Aware Calibration

Johannes Gilg, Torben Teepe, Fabian Herzog, Philipp Wolters, Gerhard Rigoll

A One-Shot Learning Approach To Document Layout Segmentation of Ancient Arabic Manuscripts

Axel De Nardin, Silvia Zottin, Claudio Piciarelli, Emanuela Colombi, Gian Luca Foresti

DiffCLIP: Leveraging Stable Diffusion for Language Grounded 3D Classification

Sitian Shen, Zilin Zhu, Linqian Fan, Harry Zhang, Xinxiao Wu

FIRE: Food Image to REcipe Generation

Prateek Chhikara, Dhiraj Chaurasia, Yifan Jiang, Omkar Masur, Filip Ilievski

Understanding Hyperbolic Metric Learning Through Hard Negative Sampling

Yun Yue, Fangzhou Lin, Guanyi Mou, Ziming Zhang

ArcGeo: Localizing Limited Field-of-View Images Using Cross-View Matching

Maxim Shugaev, Ilya Semenov, Kyle Ashley, Michael Klaczynski, Naresh Cuntoor

Design Choices for Enhancing Noisy Student Self-Training

Aswathnarayan Radhakrishnan, Jim Davis, Zachary Rabin, Benjamin Lewis, Matthew Scherreik

PETIT-GAN: Physically Enhanced Thermal Image-Translating Generative Adversarial Network

Omri Berman, Navot Oz, David Mendlovic, Nir Sochen, Yafit Cohen

Vikriti-ID: A Novel Approach for Real Looking Fingerprint Data-Set Generation

Rishabh Shukla, Aditya Sinha, Vansh Singh, Harkeerat Kaur

Detecting Content Segments From Online Sports Streaming Events: Challenges and Solutions

Zongyi Liu, Yarong Feng, Shunyan Luo, Yuan Ling, Shujing Dong

WATCH: Wide-Area Terrestrial Change Hypercube

Connor Greenwell, Jon Crall, Matthew Purri, Kristin Dana, Nathan Jacobs

Improving Vision-and-Language Reasoning via Spatial Relations Modeling

Cheng Yang, Rui Xu, Ye Guo, Peixiang Huang, Yiru Chen

Ego2HandsPose: A Dataset for Egocentric Two-Hand 3D Global Pose Estimation

Fanqing Lin, Tony Martinez

FIRe: Fast Inverse Rendering Using Directional and Signed Distance Functions

Tarun Yenamandra, Ayush Tewari, Nan Yang, Florian Bernard, Christian Theobalt

CVTHead: One-Shot Controllable Head Avatar With Vertex-Feature Transformer

Haoyu Ma, Tong Zhang, Shanlin Sun, Xiangyi Yan, Kun Han

ARNIQA: Learning Distortion Manifold for Image Quality Assessment

Lorenzo Agnolucci, Leonardo Galteri, Marco Bertini, Alberto Del Bimbo

Beyond Active Learning: Leveraging the Full Potential of Human Interaction via Auto-Labeling, Human Correction, and Human Verification

Nathan Beck, Krishnateja Killamsetty, Suraj Kothawade, Rishabh Iyer

LP-OVOD: Open-Vocabulary Object Detection by Linear Probing

Chau Pham, Truong Vu, Khoi Nguyen

MonoProb: Self-Supervised Monocular Depth Estimation With Interpretable Uncertainty

Rémi Marsal, Florian Chabot, Angélique Loesch, William Grolleau, Hichem Sahbi

Mitigate Domain Shift by Primary-Auxiliary Objectives Association for Generalizing Person ReID

Qilei Li, Shaogang Gong

Slice and Conquer: A Planar-to-3D Framework for Efficient Interactive Segmentation of Volumetric Images

Wonwoo Cho, Dongmin Choi, Hyesu Lim, Jinho Choi, Saemee Choi

Towards More Realistic Membership Inference Attacks on Large Diffusion Models

Jan Dubiński, Antoni Kowalczuk, Stanisław Pawlak, Przemyslaw Rokita, Tomasz Trzcinski

Beyond Document Page Classification: Design, Datasets, and Challenges

Jordy Van Landeghem, Sanket Biswas, Matthew Blaschko, Marie-Francine Moens

Domain Aligned CLIP for Few-Shot Classification

Muhammad Waleed Gondal, Jochen Gast, Inigo Alonso Ruiz, Richard Droste, Tommaso Macri

When 3D Bounding-Box Meets SAM: Point Cloud Instance Segmentation With Weak-and-Noisy Supervision

Qingtao Yu, Heming Du, Chen Liu, Xin Yu

Improving the Fairness of the Min-Max Game in GANs Training

Zhaoyu Zhang, Yang Hua, Hui Wang, Seán McLoone

Partial Binarization of Neural Networks for Budget-Aware Efficient Learning

Udbhav Bamba, Neeraj Anand, Saksham Aggarwal, Dilip K. Prasad, Deepak K. Gupta

Med-DANet V2: A Flexible Dynamic Architecture for Efficient Medical Volumetric Segmentation

Haoran Shen, Yifu Zhang, Wenxuan Wang, Chen Chen, Jing Liu

Leveraging the Power of Data Augmentation for Transformer-Based Tracking

Jie Zhao, Johan Edstedt, Michael Felsberg, Dong Wang, Huchuan Lu

RS2G: Data-Driven Scene-Graph Extraction and Embedding for Robust Autonomous Perception and Scenario Understanding

Junyao Wang, Arnav Vaibhav Malawade, Junhong Zhou, Shih-Yuan Yu, Mohammad Abdullah Al Faruque

BALF: Simple and Efficient Blur Aware Local Feature Detector

Zhenjun Zhao

Learning To Recognize Occluded and Small Objects With Partial Inputs

Hasib Zunair, A. Ben Hamza

The Paleographer's Eye ex machina: Using Computer Vision To Assist Humanists in Scribal Hand Identification

Samuel Grieggs, C. E. M. Henderson, Sebastian Sobecki, Alexandra Gillespie, Walter Scheirer

MOPA: Modular Object Navigation With PointGoal Agents

Sonia Raychaudhuri, Tommaso Campari, Unnat Jain, Manolis Savva, Angel X. Chang

Cross-Feature Contrastive Loss for Decentralized Deep Learning on Heterogeneous Data

Sai Aparna Aketi, Kaushik Roy

Video-kMaX: A Simple Unified Approach for Online and Near-Online Video Panoptic Segmentation

Inkyu Shin, Dahun Kim, Qihang Yu, jun xie, Hong-Seok Kim

FastCLIPstyler: Optimisation-Free Text-Based Image Style Transfer Using Style Representations

Ananda Padhmanabhan Suresh, Sanjana Jain, Pavit Noinongyao, Ankush Ganguly, Ukrit Watchareeruetai

IndustReal: A Dataset for Procedure Step Recognition Handling Execution Errors in Egocentric Videos in an Industrial-Like Setting

Tim J. Schoonbeek, Tim Houben, Hans Onvlee, Peter H.N. de With, Fons van der Sommen

Egocentric Action Recognition by Capturing Hand-Object Contact and Object State

Tsukasa Shiota, Motohiro Takagi, Kaori Kumagai, Hitoshi Seshimo, Yushi Aono

CAMOT: Camera Angle-Aware Multi-Object Tracking

Felix Limanta, Kuniaki Uto, Koichi Shinoda

Real-Time User-Guided Adaptive Colorization With Vision Transformer

Gwanghan Lee, Saebyeol Shin, Taeyoung Na, Simon S. Woo

Multi-View Classification Using Hybrid Fusion and Mutual Distillation

Samuel Black, Richard Souvenir

PGVT: Pose-Guided Video Transformer for Fine-Grained Action Recognition

Haosong Zhang, Mei Chee Leong, Liyuan Li, Weisi Lin

TAMPAR: Visual Tampering Detection for Parcel Logistics in Postal Supply Chains

Alexander Naumann, Felix Hertlein, Laura Dörr, Kai Furmans

G-CASCADE: Efficient Cascaded Graph Convolutional Decoding for 2D Medical Image Segmentation

Md Mostafijur Rahman, Radu Marculescu

LatentDR: Improving Model Generalization Through Sample-Aware Latent Degradation and Restoration

Ran Liu, Sahil Khose, Jingyun Xiao, Lakshmi Sathidevi, Keerthan Ramnath

Pixel-Grounded Prototypical Part Networks

Zachariah Carmichael, Suhas Lohit, Anoop Cherian, Michael J. Jones, Walter J. Scheirer

An Empirical Investigation Into Benchmarking Model Multiplicity for Trustworthy Machine Learning: A Case Study on Image Classification

Prakhar Ganesh

RGB-D Mapping and Tracking in a Plenoxel Radiance Field

Andreas L. Teigen, Yeonsoo Park, Annette Stahl, Rudolf Mester

Indoor Visual Localization Using Point and Line Correspondences in Dense Colored Point Cloud

Yuya Matsumoto, Gaku Nakano, Kazumine Ogura

Attention Modules Improve Image-Level Anomaly Detection for Industrial Inspection: A DifferNet Case Study

André Luiz Vieira e Silva, Francisco Simões, Danny Kowerko, Tobias Schlosser, Felipe Battisti

SCUNet++: Swin-UNet and CNN Bottleneck Hybrid Architecture With Multi-Fusion Dense Skip Connection for Pulmonary Embolism CT Image Segmentation

Yifei Chen, Binfeng Zou, Zhaoxin Guo, Yiyu Huang, Yifan Huang

LibreFace: An Open-Source Toolkit for Deep Facial Expression Analysis

Di Chang, Yufeng Yin, Zongjian Li, Minh Tran, Mohammad Soleymani

Learning Quality Labels for Robust Image Classification

Xiaosong Wang, Ziyue Xu, Dong Yang, Leo Tam, Holger Roth

Domain Adaptive 3D Shape Retrieval From Monocular Images

Harsh Pal, Ritwik Khandelwal, Shivam Pande, Biplab Banerjee, Srikrishna Karanam

Scene Text Image Super-Resolution Based on Text-Conditional Diffusion Models

Chihiro Noguchi, Shun Fukuda, Masao Yamanaka

CamoFocus: Enhancing Camouflage Object Detection With Split-Feature Focal Modulation and Context Refinement

Abbas Khan, Mustaqeem Khan, Wail Gueaieb, Abdulmotaleb El Saddik, Giulia De Masi

RecycleNet: Latent Feature Recycling Leads to Iterative Decision Refinement

Gregor Köhler, Tassilo Wald, Constantin Ulrich, David Zimmerer, Paul F. Jäger

PAIR: Perception Aided Image Restoration for Natural Driving Conditions

Pranjay Shyam, HyunJin Yoo

Natural Light Can Also Be Dangerous: Traffic Sign Misinterpretation Under Adversarial Natural Light Attacks

Teng-Fang Hsiao, Bo-Lun Huang, Zi-Xiang Ni, Yan-Ting Lin, Hong-Han Shuai

TransFed: A Way To Epitomize Focal Modulation Using Transformer-Based Federated Learning

Tajamul Ashraf, Fuzayil Bin Afzal Mir, Iqra Altaf Gillani

Causal Analysis for Robust Interpretability of Neural Networks

Ola Ahmad, Nicolas BEREUX, Loïc Baret, Vahid Hashemi, Freddy Lecue

THInImg: Cross-Modal Steganography for Presenting Talking Heads in Images

Lin Zhao, Hongxuan Li, Xuefei Ning, Xinru Jiang

SCoRD: Subject-Conditional Relation Detection With Text-Augmented Data

Ziyan Yang, Kushal Kafle, Zhe Lin, Scott Cohen, Zhihong Ding

Towards Domain-Aware Knowledge Distillation for Continual Model Generalization

Nikhil Reddy, Mahsa Baktashmotlagh, Chetan Arora

CrashCar101: Procedural Generation for Damage Assessment

Jens Parslov, Erik Riise, Dim P. Papadopoulos

Deep Metric Learning With Chance Constraints

Yeti Z. Gürbüz, Oğul Can, Aydin Alatan

Self-Annotated 3D Geometric Learning for Smeared Points Removal

Miaowei Wang, Daniel Morris

Text-to-Image Editing by Image Information Removal

Zhongping Zhang, Jian Zheng, Zhiyuan Fang, Bryan A. Plummer

Synthesizing Coherent Story With Auto-Regressive Latent Diffusion Models

Xichen Pan, Pengda Qin, Yuhong Li, hui xue, Wenhu Chen

VCISR: Blind Single Image Super-Resolution With Video Compression Synthetic Data

Boyang Wang, Bowen Liu, SHIYU LIU, Fengyu Yang

A Sequential Learning-Based Approach for Monocular Human Performance Capture

Jianchun Chen, Jayakorn Vongkulbhisal, Fernando De la Torre Frade

ENTED: Enhanced Neural Texture Extraction and Distribution for Reference-Based Blind Face Restoration

Yuen-Fui Lau, Tianjia Zhang, Zhefan Rao, Qifeng Chen

Vision Transformer for Multispectral Satellite Imagery: Advancing Landcover Classification

Ryan Rad

Robust Category-Level 3D Pose Estimation From Diffusion-Enhanced Synthetic Data

Jiahao Yang, Wufei Ma, Angtian Wang, Xiaoding Yuan, Alan Yuille

TPSeNCE: Towards Artifact-Free Realistic Rain Generation for Deraining and Object Detection in Rain

Shen Zheng, Changjie Lu, Srinivasa G. Narasimhan

Context-Based Interpretable Spatio-Temporal Graph Convolutional Network for Human Motion Forecasting

Edgar Medina, Leyong Loh, Namrata Gurung, Kyung Hun Oh, Niels Heller

4K-Resolution Photo Exposure Correction at 125 FPS With ~8K Parameters

Yijie Zhou, CHAO LI, Jin Liang, Tianyi Xu, Xin Liu

Sharp-NeRF: Grid-Based Fast Deblurring Neural Radiance Fields Using Sharpness Prior

Byeonghyeon Lee, Howoong Lee, Usman Ali, Eunbyung Park

Textron: Weakly Supervised Multilingual Text Detection Through Data Programming

Dhruv Kudale, Badri Vishal Kasuba, Venkatapathy Subramanian, Parag Chaudhuri, Ganesh Ramakrishnan

ISAR: A Benchmark for Single- and Few-Shot Object Instance Segmentation and Re-Identification

Nicolas Gorlo, Kenneth Blomqvist, Francesco Milano, Roland Siegwart

ArtQuest: Countering Hidden Language Biases in ArtVQA

Tibor Bleidt, Sedigheh Eslami, Gerard de Melo

DDAM-PS: Diligent Domain Adaptive Mixer for Person Search

Mohammed Khaleed Almansoori, Mustansar Fiaz, Hisham Cholakkal

Meta-Learned Kernel for Blind Super-Resolution Kernel Estimation

Royson Lee, Rui Li, Stylianos Venieris, Timothy Hospedales, Ferenc Huszar

OOD Aware Supervised Contrastive Learning

Soroush Seifi, Daniel Olmeda Reino, Nikolay Chumerin, Rahaf Aljundi

Beyond Self-Attention: Deformable Large Kernel Attention for Medical Image Segmentation

Reza Azad, Leon Niggemeier, Michael Hüttemann, Amirhossein Kazerouni, Ehsan Khodapanah Aghdam

ZRG: A Dataset for Multimodal 3D Residential Rooftop Understanding

Isaac Corley, Jonathan Lwowski, Peyman Najafirad

Booster-SHOT: Boosting Stacked Homography Transformations for Multiview Pedestrian Detection With Attention

Jinwoo Hwang, Philipp Benz, Pete Kim

Taming Normalizing Flows

Shimon Malnick, Shai Avidan, Ohad Fried

An Analysis of Initial Training Strategies for Exemplar-Free Class-Incremental Learning

Grégoire Petit, Michaël Soumm, Eva Feillet, Adrian Popescu, Bertrand Delezoide

Spiking Denoising Diffusion Probabilistic Models

Jiahang Cao, Ziqing Wang, Hanzhong Guo, Hao Cheng, Qiang Zhang

Learning Robust Deep Visual Representations From EEG Brain Recordings

Prajwal Singh, Dwip Dalal, Gautam Vashishtha, Krishna Miyapuram, Shanmuganathan Raman

Multispectral Imaging for Differential Face Morphing Attack Detection: A Preliminary Study

Raghavendra Ramachandra, Sushma Venkatesh, Naser Damer, Narayan Vetrekar, R. S. Gad

Fixing Overconfidence in Dynamic Neural Networks

Lassi Meronen, Martin Trapp, Andrea Pilzer, Le Yang, Arno Solin

SBCFormer: Lightweight Network Capable of Full-Size ImageNet Classification at 1 FPS on Single Board Computers

Xiangyong Lu, Masanori Suganuma, Takayuki Okatani

Kaizen: Practical Self-Supervised Continual Learning With Continual Fine-Tuning

Chi Ian Tang, Lorena Qendro, Dimitris Spathis, Fahim Kawsar, Cecilia Mascolo

PIDiffu: Pixel-Aligned Diffusion Model for High-Fidelity Clothed Human Reconstruction

JUNGEUN LEE, Sanghun Kim, Hansol Lee, Tserendorj Adiya, Hwasup Lim

LAVSS: Location-Guided Audio-Visual Spatial Audio Separation

Yuxin Ye, Wenming Yang, Yapeng Tian

InfraParis: A Multi-Modal and Multi-Task Autonomous Driving Dataset

Gianni Franchi, Marwane Hariat, Xuanlong Yu, Nacim Belkhir, Antoine Manzanera

A Robust Diffusion Modeling Framework for Radar Camera 3D Object Detection

ZiZhang Wu, Yunzhe Wu, Xiaoquan Wang, Yuanzhu Gan, Jian Pu