WACV 2024

846 papers

SynergyNet: Bridging the Gap Between Discrete and Continuous Representations for Precise Medical Image Segmentation

Vandan Gorade, Sparsh Mittal, Debesh Jha, Ulas Bagci

Computer Vision on the Edge: Individual Cattle Identification in Real-Time With ReadMyCow System

Moniek Smink, Haotian Liu, Dörte Döpfer, Yong Jae Lee

Text-Guided Face Recognition Using Multi-Granularity Cross-Modal Contrastive Learning

Md Mahedi Hasan, Shoaib Meraj Sami, Nasser Nasrabadi

Holistic Representation Learning for Multitask Trajectory Anomaly Detection

Alexandros Stergiou, Brent De Weerdt, Nikos Deligiannis

LIVENet: A Novel Network for Real-World Low-Light Image Denoising and Enhancement

Dhruv Makwana, Gayatri Deshmukh, Onkar Susladkar, Sparsh Mittal, Sai Chandra Teja R.

Self-Sampling Meta SAM: Enhancing Few-Shot Medical Image Segmentation With Meta-Learning

Tianang Leng, Yiming Zhang, Kun Han, Xiaohui Xie

Sparse Convolutional Networks for Surface Reconstruction From Noisy Point Clouds

Tao Wang, Jing Wu, Ze Ji, Yu-Kun Lai

On the Quantification of Image Reconstruction Uncertainty Without Training Data

Jiaxin Zhang, Sirui Bi, Victor Fung

StyleAvatar: Stylizing Animatable Head Avatars

Juan C. Perez, Thu Nguyen-Phuoc, Chen Cao, Artsiom Sanakoyeu, Tomas Simon

Attention-Guided Prototype Mixing: Diversifying Minority Context on Imbalanced Whole Slide Images Classification Learning

Farchan Hakim Raswa, Chun-Shien Lu, Jia-Ching Wang

Hyperbolic vs Euclidean Embeddings in Few-Shot Learning: Two Sides of the Same Coin

Gabriel Moreira, Manuel Marques, João Paulo Costeira, Alexander Hauptmann

Sketch-Based Video Object Localization

Sangmin Woo, So-Yeong Jeon, Jinyoung Park, Minji Son, Sumin Lee

Weakly-Supervised Deepfake Localization in Diffusion-Generated Images

Dragoș-Constantin Țânțaru, Elisabeta Oneata, Dan Oneata

FELGA: Unsupervised Fragment Embedding for Fine-Grained Cross-Modal Association

Yaoxin Zhuo, baoxin Li

BirdSAT: Cross-View Contrastive Masked Autoencoders for Bird Species Classification and Mapping

Srikumar Sastry, Subash Khanal, Aayush Dhakal, Di Huang, Nathan Jacobs

SAM Fewshot Finetuning for Anatomical Segmentation in Medical Images

Weiyi Xie, Nathalie Willems, Shubham Patil, Yang Li, Mayank Kumar

Detection Defenses: An Empty Promise Against Adversarial Patch Attacks on Optical Flow

Erik Scheurer, Jenny Schmalfuss, Alexander Lis, Andrés Bruhn

Privacy-Enhancing Person Re-Identification Framework - A Dual-Stage Approach

Kajal Kansal, Yongkang Wong, Mohan Kankanhalli

Debiasing, Calibrating, and Improving Semi-Supervised Learning Performance via Simple Ensemble Projector

Khanh-Binh Nguyen

Specular Object Reconstruction Behind Frosted Glass by Differentiable Rendering

Takafumi Iwaguchi, Hiroyuki Kubo, Hiroshi Kawasaki

Letting 3D Guide the Way: 3D Guided 2D Few-Shot Image Classification

Jiajing Chen, Minmin Yang, Senem Velipasalar

Neural Image Compression Using Masked Sparse Visual Representation

Wei Jiang, Wei Wang, Yue Chen

SEMA: Semantic Attention for Capturing Long-Range Dependencies in Egocentric Lifelogs

Pravin Nagar, K.N. Ajay Shastry, Jayesh Chaudhari, Chetan Arora

Training-Free Object Counting With Prompts

Zenglin Shi, Ying Sun, Mengmi Zhang

Link Prediction for Flow-Driven Spatial Networks

Bastian Wittmann, Johannes C. Paetzold, Chinmay Prabhakar, Daniel Rueckert, Bjoern Menze

Complex Organ Mask Guided Radiology Report Generation

Tiancheng Gu, Dongnan Liu, Zhiyuan Li, Weidong Cai

FG-Net: Facial Action Unit Detection With Generalizable Pyramidal Features

Yufeng Yin, Di Chang, Guoxian Song, Shen Sang, Tiancheng Zhi

Stochastic Binary Network for Universal Domain Adaptation

Saurabh Kumar Jain, Sukhendu Das

Conditional Velocity Score Estimation for Image Restoration

Ziqiang Shi, Rujie Liu

HashReID: Dynamic Network With Binary Codes for Efficient Person Re-Identification

Kshitij Nikhal, Yujunrong Ma, Shuvra S. Bhattacharyya, Benjamin S. Riggan

OptFlow: Fast Optimization-Based Scene Flow Estimation Without Supervision

Rahul Ahuja, Chris Baker, Wilko Schwarting

Efficient Semantic Matching With Hypercolumn Correlation

Seungwook Kim, Juhong Min, Minsu Cho

LatentPaint: Image Inpainting in Latent Space With Diffusion Models

Ciprian Corneanu, Raghudeep Gadde, Aleix M. Martinez

SICKLE: A Multi-Sensor Satellite Imagery Dataset Annotated With Multiple Key Cropping Parameters

Depanshu Sani, Sandeep Mahato, Sourabh Saini, Harsh Kumar Agarwal, Charu Chandra Devshali

BSRAW: Improving Blind RAW Image Super-Resolution

Marcos V. Conde, Florin Vasluianu, Radu Timofte

Beyond Fusion: Modality Hallucination-Based Multispectral Fusion for Pedestrian Detection

Qian Xie, Ta-Ying Cheng, Jia-Xing Zhong, Kaichen Zhou, Andrew Markham

Improving Graph Networks Through Selection-Based Convolution

David Hart, Bryan Morse

CoD: Coherent Detection of Entities From Images With Multiple Modalities

Vinay Verma, Dween Sanny, Abhishek Singh, Deepak Gupta

Painterly Image Harmonization via Adversarial Residual Learning

Xudong Wang, Li Niu, Junyan Cao, Yan Hong, Liqing Zhang

Fixed Pattern Noise Removal for Multi-View Single-Sensor Infrared Camera

Arnaud Barral, Pablo Arias, Axel Davy

D3GU: Multi-Target Active Domain Adaptation via Enhancing Domain Alignment

Lin Zhang, Linghan Xu, Saman Motamed, Shayok Chakraborty, Fernando De la Torre

NCIS: Neural Contextual Iterative Smoothing for Purifying Adversarial Perturbations

Sungmin Cha, Naeun Ko, Heewoong Choi, YoungJoon Yoo, Taesup Moon

Weakly-Supervised Representation Learning for Video Alignment and Analysis

Guy Bar-Shalom, George Leifman, Michael Elad

Exploiting the Signal-Leak Bias in Diffusion Models

Martin Nicolas Everaert, Athanasios Fitsios, Marco Bocchio, Sami Arpa, Sabine Süsstrunk

Open-NeRF: Towards Open Vocabulary NeRF Decomposition

Hao Zhang, Fang Li, Narendra Ahuja

DR10K: Transfer Learning Using Weak Labels for Grading Diabetic Retinopathy on DR10K Dataset

Mohamed ElHabebe, Shereen Elkordi, Ahmed Gamal ElDin, Noha Adly, Marwan Torki

CycleCL: Self-Supervised Learning for Periodic Videos

Matteo Destro, Michael Gygli

Improved Topological Preservation in 3D Axon Segmentation and Centerline Detection Using Geometric Assessment-Driven Topological Smoothing (GATS)

Nina I. Shamsi, Alec S. Xu, Lars A. Gjesteby, Laura J. Brattain

Hierarchical Diffusion Autoencoders and Disentangled Image Manipulation

Zeyu Lu, Chengyue Wu, Xinyuan Chen, Yaohui Wang, LEI BAI

HALSIE: Hybrid Approach to Learning Segmentation by Simultaneously Exploiting Image and Event Modalities

Shristi Das Biswas, Adarsh Kosta, Chamika Liyanagedera, Marco Apolinario, Kaushik Roy

Deep Image Fingerprint: Towards Low Budget Synthetic Image Detection and Model Lineage Analysis

Sergey Sinitsa, Ohad Fried

Repetitive Action Counting With Motion Feature Learning

Xinjie Li, Huijuan Xu

Discovering and Mitigating Biases in CLIP-Based Image Editing

Md Mehrab Tanjim, Krishna Kumar Singh, Kushal Kafle, Ritwik Sinha, Garrison W. Cottrell

SynthProv: Interpretable Framework for Profiling Identity Leakage

Jaisidh Singh, Harshil Bhatia, Mayank Vatsa, Richa Singh, Aparna Bharati

Single Frame Semantic Segmentation Using Multi-Modal Spherical Images

Suresh Guttikonda, Jason Rambach

UOW-Vessel: A Benchmark Dataset of High-Resolution Optical Satellite Images for Vessel Detection and Segmentation

Ly Bui, Son Lam Phung, Yang Di, Thanh Le, Tran Thanh Phong Nguyen

Segment Anything, From Space?

Simiao Ren, Francesco Luzi, Saad Lahrichi, Kaleb Kassaw, Leslie M. Collins

CSAM: A 2.5D Cross-Slice Attention Module for Anisotropic Volumetric Medical Image Segmentation

Alex Ling Yu Hung, Haoxin Zheng, KAI ZHAO, Xiaoxi Du, Kaifeng Pang

Denoising and Selecting Pseudo-Heatmaps for Semi-Supervised Human Pose Estimation

Zhuoran Yu, Manchen Wang, Yanbei Chen, Paolo Favaro, Davide Modolo

JOADAA: Joint Online Action Detection and Action Anticipation

Mohammed Guermal, Abid Ali, Rui Dai, francois bremond

MetaSeg: MetaFormer-Based Global Contexts-Aware Network for Efficient Semantic Segmentation

Beoungwoo Kang, Seunghun Moon, Yubin Cho, Hyunwoo Yu, Suk-Ju Kang

SC-MIL: Supervised Contrastive Multiple Instance Learning for Imbalanced Classification in Pathology

Dinkar Juyal, Siddhant Shingi, Syed Ashar Javed, Harshith Padigela, Chintan Shah

Annotation-Free Audio-Visual Segmentation

Jinxiang Liu, Yu Wang, Chen Ju, Chaofan Ma, Ya Zhang

Sound3DVDet: 3D Sound Source Detection Using Multiview Microphone Array and RGB Images

Yuhang He, Sangyun Shin, Anoop Cherian, Niki Trigoni, Andrew Markham

DiffBody: Diffusion-Based Pose and Shape Editing of Human Images

Yuta Okuyama, Yuki Endo, Yoshihiro Kanamori

Robust Object Detection in Challenging Weather Conditions

Himanshu Gupta, Oleksandr Kotlyar, Henrik Andreasson, Achim J. Lilienthal

Think Before You Simulate: Symbolic Reasoning To Orchestrate Neural Computation for Counterfactual Question Answering

Adam Ishay, Zhun Yang, Joohyung Lee, Ilgu Kang, Dongjae Lim

CL-MAE: Curriculum-Learned Masked Autoencoders

Neelu Madan, Nicolae-Cătălin Ristea, Kamal Nasrollahi, Thomas B. Moeslund, Radu Tudor Ionescu

Instruct Me More! Random Prompting for Visual In-Context Learning

Jiahao Zhang, Bowen Wang, Liangzhi Li, Yuta Nakashima, Hajime Nagahara

Torque Based Structured Pruning for Deep Neural Network

Arshita Gupta, Tien Bau, Joonsoo Kim, Zhe Zhu, Sumit Jha

Object Aware Contrastive Prior for Interactive Image Segmentation

Praful Mathur, Shashi Kumar Parwani, Mrinmoy Sen, Roopa Sheshadri, Aman Sharma

SupeRVol: Super-Resolution Shape and Reflectance Estimation in Inverse Volume Rendering

Mohammed Brahimi, Bjoern Haefner, Tarun Yenamandra, Bastian Goldluecke, Daniel Cremers

Improving Fairness Using Vision-Language Driven Image Augmentation

Moreno D'Incà, Christos Tzelepis, Ioannis Patras, Nicu Sebe

Layer-Wise Auto-Weighting for Non-Stationary Test-Time Adaptation

Junyoung Park, Jin Kim, Hyeongjun Kwon, Ilhoon Yoon, Kwanghoon Sohn

SOAP: Cross-Sensor Domain Adaptation for 3D Object Detection Using Stationary Object Aggregation Pseudo-Labelling

Chengjie Huang, Vahdat Abdelzad, Sean Sedwards, Krzysztof Czarnecki

Diverse Imagenet Models Transfer Better

Niv Nayman, Avram Golbert, Asaf Noy, Lihi Zelnik-Manor

ProxEdit: Improving Tuning-Free Real Image Editing With Proximal Guidance

Ligong Han, Song Wen, Qi Chen, Zhixing Zhang, Kunpeng Song

SimpliMix: A Simplified Manifold Mixup for Few-Shot Point Cloud Classification

Minmin Yang, Weiheng Chai, Jiyang Wang, Senem Velipasalar

VEATIC: Video-Based Emotion and Affect Tracking in Context Dataset

Zhihang Ren, Jefferson Ortega, Yifan Wang, Zhimin Chen, Yunhui Guo

FacadeNet: Conditional Facade Synthesis via Selective Editing

Yiangos Georgiou, Marios Loizou, Tom Kelly, Melinos Averkiou

ECSIC: Epipolar Cross Attention for Stereo Image Compression

Matthias Wödlinger, Jan Kotera, Manuel Keglevic, Jan Xu, Robert Sablatnig

Leveraging Bitstream Metadata for Fast, Accurate, Generalized Compressed Video Quality Enhancement

Max Ehrlich, Jon Barker, Namitha Padmanabhan, Larry Davis, Andrew Tao

Wino Vidi Vici: Conquering Numerical Instability of 8-Bit Winograd Convolution for Accurate Inference Acceleration on Edge

Pierpaolo Mori, Lukas Frickenstein, Shambhavi Balamuthu Sampath, Moritz Thoma, Nael Fasfous

One Style Is All You Need To Generate a Video

Sandeep Manandhar, Auguste Genovesio

Deep Plug-and-Play Nighttime Non-Blind Deblurring With Saturated Pixel Handling Schemes

Hung-Yu Shu, Yi-Hsien Lin, Yi-Chang Lu

IR-FRestormer: Iterative Refinement With Fourier-Based Restormer for Accelerated MRI Reconstruction

Mohammad Zalbagi Darestani, Vishwesh Nath, Wenqi Li, Yufan He, Holger R. Roth

Towards Diverse and Consistent Typography Generation

Wataru Shimoda, Daichi Haraguchi, Seiichi Uchida, Kota Yamaguchi

Motion Matters: Neural Motion Transfer for Better Camera Physiological Measurement

Akshay Paruchuri, Xin Liu, Yulu Pan, Shwetak Patel, Daniel McDuff

Re-VoxelDet: Rethinking Neck and Head Architectures for High-Performance Voxel-Based 3D Detection

Jae-Keun Lee, Jin-Hee Lee, Joohyun Lee, Soon Kwon, Heechul Jung

Point-DynRF: Point-Based Dynamic Radiance Fields From a Monocular Video

Byeongjun Park, Changick Kim

Semi-Supervised Scene Change Detection by Distillation From Feature-Metric Alignment

Seonhoon Lee, Jong-Hwan Kim

Critical Gap Between Generalization Error and Empirical Error in Active Learning

Yusuke Kanebako

Masked Collaborative Contrast for Weakly Supervised Semantic Segmentation

Fangwen Wu, Jingxuan He, Yufei Yin, Yanbin Hao, Gang Huang

Random Walks for Temporal Action Segmentation With Timestamp Supervision

Roy Hirsch, Regev Cohen, Tomer Golany, Daniel Freedman, Ehud Rivlin

PromptAD: Zero-Shot Anomaly Detection Using Text Prompts

Yiting Li, Adam Goodge, Fayao Liu, Chuan-Sheng Foo

Disentangled Pre-Training for Image Matting

Yanda Li, Zilong Huang, Gang Yu, Ling Chen, Yunchao Wei

WaveMixSR: Resource-Efficient Neural Network for Image Super-Resolution

Pranav Jeevan, Akella Srinidhi, Pasunuri Prathiba, Amit Sethi

Active Learning for Single-Stage Object Detection in UAV Images

Asma Yamani, Albandari Alyami, Hamzah Luqman, Bernard Ghanem, Silvio Giancola

MIST: Medical Image Segmentation Transformer With Convolutional Attention Mixing (CAM) Decoder

Md Motiur Rahman, Shiva Shokouhmand, Smriti Bhatt, Miad Faezipour

Dynamic Token-Pass Transformers for Semantic Segmentation

Yuang Liu, Qiang Zhou, Jing Wang, Zhibin Wang, Fan Wang