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Image and Video Processing

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Total of 81 entries : 1-50 51-81
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Fri, 17 Jan 2025 (showing 19 of 19 entries )

[1] arXiv:2501.09403 [pdf, html, other]
Title: PISCO: Self-Supervised k-Space Regularization for Improved Neural Implicit k-Space Representations of Dynamic MRI
Veronika Spieker, Hannah Eichhorn, Wenqi Huang, Jonathan K. Stelter, Tabita Catalan, Rickmer F. Braren, Daniel Rueckert, Francisco Sahli Costabal, Kerstin Hammernik, Dimitrios C. Karampinos, Claudia Prieto, Julia A. Schnabel
Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG); Signal Processing (eess.SP); Medical Physics (physics.med-ph)
[2] arXiv:2501.09396 [pdf, html, other]
Title: Joint Transmission and Deblurring: A Semantic Communication Approach Using Events
Pujing Yang, Guangyi Zhang, Yunlong Cai, Lei Yu, Guanding Yu
Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV)
[3] arXiv:2501.09305 [pdf, html, other]
Title: Domain-conditioned and Temporal-guided Diffusion Modeling for Accelerated Dynamic MRI Reconstruction
Liping Zhang, Iris Yuwen Zhou, Sydney B. Montesi, Li Feng, Fang Liu
Comments: 21 pages, 15 figures, 2 tables
Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV); Medical Physics (physics.med-ph)
[4] arXiv:2501.09185 [pdf, html, other]
Title: Cancer-Net PCa-Seg: Benchmarking Deep Learning Models for Prostate Cancer Segmentation Using Synthetic Correlated Diffusion Imaging
Jarett Dewbury, Chi-en Amy Tai, Alexander Wong
Comments: 8 pages, 2 figures, to be published in Studies in Computational Intelligence. This paper introduces Cancer-Net PCa-Seg, a comprehensive evaluation of deep learning models for prostate cancer segmentation using synthetic correlated diffusion imaging (CDI$^s$). We benchmark five state-of-the-art architectures: U-Net, SegResNet, Swin UNETR, Attention U-Net, and LightM-UNet
Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV)
[5] arXiv:2501.09116 [pdf, html, other]
Title: Deep Distance Map Regression Network with Shape-aware Loss for Imbalanced Medical Image Segmentation
Huiyu Li, Xiabi Liu, Said Boumaraf, Xiaopeng Gong, Donghai Liao, Xiaohong Ma
Comments: Conference
Journal-ref: International Workshop on Machine Learning in Medical Imaging. Springer, Cham, 2020
Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV)
[6] arXiv:2501.09101 [pdf, html, other]
Title: Relation U-Net
Sheng He, Rina Bao, P. Ellen Grant, Yangming Ou
Comments: ISIB 2025
Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV)
[7] arXiv:2501.09096 [pdf, html, other]
Title: Self Pre-training with Adaptive Mask Autoencoders for Variable-Contrast 3D Medical Imaging
Badhan Kumar Das, Gengyan Zhao, Han Liu, Thomas J. Re, Dorin Comaniciu, Eli Gibson, Andreas Maier
Comments: 5 pages, ISBI 2025 accepted
Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV)
[8] arXiv:2501.09054 [pdf, html, other]
Title: NeurOp-Diff:Continuous Remote Sensing Image Super-Resolution via Neural Operator Diffusion
Zihao Xu, Yuzhi Tang, Bowen Xu, Qingquan Li
Subjects: Image and Video Processing (eess.IV); Graphics (cs.GR)
[9] arXiv:2501.09053 [pdf, other]
Title: UNIR-Net: A Novel Approach for Restoring Underwater Images with Non-Uniform Illumination Using Synthetic Data
Ezequiel Perez-Zarate, Chunxiao Liu, Oscar Ramos-Soto, Diego Oliva, Marco Perez-Cisneros
Comments: Currently being prepared for journal submission
Subjects: Image and Video Processing (eess.IV)
[10] arXiv:2501.09052 [pdf, html, other]
Title: Continual Test-Time Adaptation for Single Image Defocus Deblurring via Causal Siamese Networks
Shuang Cui, Yi Li, Jiangmeng Li, Xiongxin Tang, Bing Su, Fanjiang Xu, Hui Xiong
Subjects: Image and Video Processing (eess.IV); Machine Learning (cs.LG)
[11] arXiv:2501.09049 [pdf, html, other]
Title: Dynamic-Aware Spatio-temporal Representation Learning for Dynamic MRI Reconstruction
Dayoung Baik, Jaejun Yoo
Subjects: Image and Video Processing (eess.IV); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)
[12] arXiv:2501.09046 [pdf, html, other]
Title: Learning Hemodynamic Scalar Fields on Coronary Artery Meshes: A Benchmark of Geometric Deep Learning Models
Guido Nannini, Julian Suk, Patryk Rygiel, Simone Saitta, Luca Mariani, Riccardo Maranga, Andrea Baggiano, Gianluca Pontone, Alberto Redaelli
Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)
[13] arXiv:2501.09753 (cross-list from cs.CV) [pdf, html, other]
Title: SRE-Conv: Symmetric Rotation Equivariant Convolution for Biomedical Image Classification
Yuexi Du, Jiazhen Zhang, Tal Zeevi, Nicha C. Dvornek, John A. Onofrey
Comments: Accepted by IEEE ISBI 2025 4-page paper
Subjects: Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG); Image and Video Processing (eess.IV)
[14] arXiv:2501.09506 (cross-list from cs.LG) [pdf, other]
Title: Multimodal Marvels of Deep Learning in Medical Diagnosis: A Comprehensive Review of COVID-19 Detection
Md Shofiqul Islama, Khondokar Fida Hasanc, Hasibul Hossain Shajeebd, Humayan Kabir Ranae, Md Saifur Rahmand, Md Munirul Hasanb, AKM Azadf, Ibrahim Abdullahg, Mohammad Ali Moni
Comments: 43 pages
Subjects: Machine Learning (cs.LG); Sound (cs.SD); Audio and Speech Processing (eess.AS); Image and Video Processing (eess.IV)
[15] arXiv:2501.09420 (cross-list from cs.CV) [pdf, other]
Title: Dynamic Neural Style Transfer for Artistic Image Generation using VGG19
Kapil Kashyap, Mehak Garg, Sean Fargose, Sindhu Nair
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Image and Video Processing (eess.IV)
[16] arXiv:2501.09352 (cross-list from cs.LG) [pdf, html, other]
Title: PAL: Prompting Analytic Learning with Missing Modality for Multi-Modal Class-Incremental Learning
Xianghu Yue, Yiming Chen, Xueyi Zhang, Xiaoxue Gao, Mengling Feng, Mingrui Lao, Huiping Zhuang, Haizhou Li
Subjects: Machine Learning (cs.LG); Multimedia (cs.MM); Image and Video Processing (eess.IV)
[17] arXiv:2501.09268 (cross-list from cs.CV) [pdf, html, other]
Title: Knowledge Distillation for Image Restoration : Simultaneous Learning from Degraded and Clean Images
Yongheng Zhang, Danfeng Yan
Comments: Accepted by ICASSP2025
Subjects: Computer Vision and Pattern Recognition (cs.CV); Image and Video Processing (eess.IV)
[18] arXiv:2501.09224 (cross-list from physics.med-ph) [pdf, html, other]
Title: Estimating Task-based Performance Bounds for Accelerated MRI Image Reconstruction Methods by Use of Learned-Ideal Observers
Kaiyan Li, Prabhat Kc, Hua Li, Kyle J. Myers, Mark A. Anastasio, Rongping Zeng
Comments: 4 pages
Subjects: Medical Physics (physics.med-ph); Image and Video Processing (eess.IV); Machine Learning (stat.ML)
[19] arXiv:2501.09129 (cross-list from cs.CV) [pdf, html, other]
Title: Deep Self-Supervised Disturbance Mapping with the OPERA Sentinel-1 Radiometric Terrain Corrected SAR Backscatter Product
Harris Hardiman-Mostow, Charles Marshak, Alexander L. Handwerger
Comments: 19 pages, 18 figures, 5 tables. Preprint. Submitted to JSTARS
Subjects: Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG); Image and Video Processing (eess.IV)

Thu, 16 Jan 2025 (showing 14 of 14 entries )

[20] arXiv:2501.09001 [pdf, other]
Title: Vision Foundation Models for Computed Tomography
Suraj Pai (1 and 2 and 3), Ibrahim Hadzic (1 and 2 and 3), Dennis Bontempi (1 and 2 and 3), Keno Bressem (4 and 5), Benjamin H. Kann (1 and 3), Andriy Fedorov (6), Raymond H. Mak (1 and 3), Hugo J. W. L. Aerts (1 and 2 and 3 and 6) ((1) Artificial Intelligence in Medicine (AIM) Program, Mass General Brigham, Harvard Medical School, (2) Radiology and Nuclear Medicine, CARIM & GROW, Maastricht University, (3) Department of Radiation Oncology, Brigham and Women's Hospital, Dana-Farber Cancer Institute, Harvard Medical School, (4) Department of Diagnostic and Interventional Radiology, Technical University of Munich, School of Medicine and Health, Klinikum rechts der Isar, TUM University Hospital, (5) Department of Cardiovascular Radiology and Nuclear Medicine, Technical University of Munich, School of Medicine and Health, German Heart Center, TUM University Hospital, (6) Department of Radiology, Brigham and Women's Hospital, Dana-Farber Cancer Institute, Harvard Medical School)
Comments: 6 figures, followed by 9 Extended Data Figures and a Supplementary Information document
Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV)
[21] arXiv:2501.08943 [pdf, html, other]
Title: Neuromorphic Retina: An FPGA-based Emulator
Prince Phillip, Pallab Kumar Nath, Kapil Jainwal, Andre van Schaik, Chetan Singh Thakur
Subjects: Image and Video Processing (eess.IV); Neural and Evolutionary Computing (cs.NE)
[22] arXiv:2501.08902 [pdf, other]
Title: Multi-View Transformers for Airway-To-Lung Ratio Inference on Cardiac CT Scans: The C4R Study
Sneha N. Naik, Elsa D. Angelini, Eric A. Hoffman, Elizabeth C. Oelsner, R. Graham Barr, Benjamin M. Smith, Andrew F. Laine
Comments: Accepted to appear in Proceedings of International Symposium on Biomedical Imaging (ISBI), 2025
Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)
[23] arXiv:2501.08819 [pdf, html, other]
Title: Boosting Diffusion Guidance via Learning Degradation-Aware Models for Blind Super Resolution
Shao-Hao Lu, Ren Wang, Ching-Chun Huang, Wei-Chen Chiu
Comments: To appear in WACV 2025. Code is available at: this https URL
Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV)
[24] arXiv:2501.08694 [pdf, html, other]
Title: Bayesian Multifractal Image Segmentation
Kareth M. León-López, Abderrahim Halimi, Jean-Yves Tourneret, Herwig Wendt
Comments: 18 pages, 4 figures, preprint under review
Subjects: Image and Video Processing (eess.IV); Signal Processing (eess.SP)
[25] arXiv:2501.08667 [pdf, html, other]
Title: TimeFlow: Longitudinal Brain Image Registration and Aging Progression Analysis
Bailiang Jian, Jiazhen Pan, Yitong Li, Fabian Bongratz, Ruochen Li, Daniel Rueckert, Benedikt Wiestler, Christian Wachinger
Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV)
[26] arXiv:2501.08662 [pdf, other]
Title: Product of Gaussian Mixture Diffusion Model for non-linear MRI Inversion
Laurenz Nagler, Martin Zach, Thomas Pock
Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)
[27] arXiv:2501.08459 [pdf, html, other]
Title: Head Motion Degrades Machine Learning Classification of Alzheimer's Disease from Positron Emission Tomography
Eléonore V. Lieffrig, Takuya Toyonaga, Jiazhen Zhang, John A. Onofrey
Comments: 5 pages
Subjects: Image and Video Processing (eess.IV); Machine Learning (cs.LG)
[28] arXiv:2501.08458 [pdf, html, other]
Title: RWKV-UNet: Improving UNet with Long-Range Cooperation for Effective Medical Image Segmentation
Juntao Jiang, Jiangning Zhang, Weixuan Liu, Muxuan Gao, Xiaobin Hu, Xiaoxiao Yan, Feiyue Huang, Yong Liu
Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV)
[29] arXiv:2501.08924 (cross-list from cs.CV) [pdf, html, other]
Title: Learning Joint Denoising, Demosaicing, and Compression from the Raw Natural Image Noise Dataset
Benoit Brummer, Christophe De Vleeschouwer
Subjects: Computer Vision and Pattern Recognition (cs.CV); Image and Video Processing (eess.IV)
[30] arXiv:2501.08639 (cross-list from cs.CV) [pdf, other]
Title: Detecting Wildfire Flame and Smoke through Edge Computing using Transfer Learning Enhanced Deep Learning Models
Giovanny Vazquez, Shengjie Zhai, Mei Yang
Comments: 11 pages, 7 figures
Subjects: Computer Vision and Pattern Recognition (cs.CV); Image and Video Processing (eess.IV)
[31] arXiv:2501.08625 (cross-list from q-bio.NC) [pdf, other]
Title: A Bioplausible Model for the Expanding Hole Illusion: Insights into Retinal Processing and Illusory Motion
Nasim Nematzadeh, David M. W. Powers
Subjects: Neurons and Cognition (q-bio.NC); Neural and Evolutionary Computing (cs.NE); Image and Video Processing (eess.IV)
[32] arXiv:2501.08505 (cross-list from cs.CV) [pdf, html, other]
Title: Yuan: Yielding Unblemished Aesthetics Through A Unified Network for Visual Imperfections Removal in Generated Images
Zhenyu Yu, Chee Seng Chan
Subjects: Computer Vision and Pattern Recognition (cs.CV); Image and Video Processing (eess.IV)
[33] arXiv:2501.08495 (cross-list from eess.SP) [pdf, html, other]
Title: Automotive Elevation Mapping with Interferometric Synthetic Aperture Radar
Leyla A. Kabuli, Griffin Foster
Comments: 9 pages, 6 figures
Subjects: Signal Processing (eess.SP); Computer Vision and Pattern Recognition (cs.CV); Image and Video Processing (eess.IV)

Wed, 15 Jan 2025 (showing 13 of 13 entries )

[34] arXiv:2501.08163 [pdf, html, other]
Title: DM-Mamba: Dual-domain Multi-scale Mamba for MRI reconstruction
Yucong Meng, Zhiwei Yang, Zhijian Song, Yonghong Shi
Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV)
[35] arXiv:2501.08094 [pdf, html, other]
Title: CellOMaps: A Compact Representation for Robust Classification of Lung Adenocarcinoma Growth Patterns
Arwa Al-Rubaian, Gozde N. Gunesli, Wajd A. Althakfi, Ayesha Azam, David Snead, Nasir M. Rajpoot, Shan E Ahmed Raza
Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV)
[36] arXiv:2501.08009 [pdf, html, other]
Title: Tutorial: VAE as an inference paradigm for neuroimaging
C. Vázquez-García, F. J. Martínez-Murcia, F. Segovia Román, Juan M. Górriz Sáez
Comments: 18 pages, 4 figures
Subjects: Image and Video Processing (eess.IV); Artificial Intelligence (cs.AI)
[37] arXiv:2501.07945 [pdf, other]
Title: Early prediction of the transferability of bovine embryos from videomicroscopy
Yasmine Hachani (LACODAM), Patrick Bouthemy (SAIRPICO), Elisa Fromont (LACODAM), Sylvie Ruffini (UVSQ, INRAE), Ludivine Laffont (UVSQ, INRAE), Alline de Paula Reis (UVSQ, INRAE, ENVA)
Comments: Accepted at the 2024 IEEE International Conference on Image Processing
Journal-ref: ICIP 2024 - IEEE International Conference on Image Processing, Oct 2024, Abu DHABI, United Arab Emirates
Subjects: Image and Video Processing (eess.IV); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Quantitative Methods (q-bio.QM)
[38] arXiv:2501.07850 [pdf, html, other]
Title: An Intra- and Cross-frame Topological Consistency Scheme for Semi-supervised Atherosclerotic Coronary Plaque Segmentation
Ziheng Zhang, Zihan Li, Dandan Shan, Yuehui Qiu, Qingqi Hong, Qingqiang Wu
Comments: Accepted by ICASSP 2025
Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)
[39] arXiv:2501.08266 (cross-list from cs.CV) [pdf, other]
Title: AI Driven Water Segmentation with deep learning models for Enhanced Flood Monitoring
Sanjida Afrin Mou (1), Tasfia Noor Chowdhury (2), Adib Ibn Mannan (3), Sadia Nourin Mim (4), Lubana Tarannum (5), Tasrin Noman (6), Jamal Uddin Ahamed ((1) Department of Mechatronics & Industrial Engineering, Chittagong University of Engineering & Technology (CUET), Chattogram, Bangladesh (2) Department of Mechanical Engineering, Chittagong University of Engineering & Technology (CUET), Chattogram, Bangladesh)
Comments: 8 pages, 6 figures
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Image and Video Processing (eess.IV)
[40] arXiv:2501.08072 (cross-list from cs.CV) [pdf, html, other]
Title: Evaluating Human Perception of Novel View Synthesis: Subjective Quality Assessment of Gaussian Splatting and NeRF in Dynamic Scenes
Yuhang Zhang, Joshua Maraval, Zhengyu Zhang, Nicolas Ramin, Shishun Tian, Lu Zhang
Subjects: Computer Vision and Pattern Recognition (cs.CV); Image and Video Processing (eess.IV)
[41] arXiv:2501.08005 (cross-list from cs.CV) [pdf, html, other]
Title: DisCoPatch: Batch Statistics Are All You Need For OOD Detection, But Only If You Can Trust Them
Francisco Caetano, Christiaan Viviers, Luis A. Zavala-Mondragón, Peter H. N. de With, Fons van der Sommen
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Image and Video Processing (eess.IV)
[42] arXiv:2501.07994 (cross-list from cs.CV) [pdf, html, other]
Title: Combining imaging and shape features for prediction tasks of Alzheimer's disease classification and brain age regression
Nairouz Shehata, Carolina Piçarra, Ben Glocker
Subjects: Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG); Image and Video Processing (eess.IV)
[43] arXiv:2501.07953 (cross-list from cs.CV) [pdf, html, other]
Title: Robust Hyperspectral Image Panshapring via Sparse Spatial-Spectral Representation
Chia-Ming Lee, Yu-Fan Lin, Li-Wei Kang, Chih-Chung Hsu
Comments: Submitted to IGARSS 2025
Subjects: Computer Vision and Pattern Recognition (cs.CV); Image and Video Processing (eess.IV)
[44] arXiv:2501.07901 (cross-list from cs.CV) [pdf, html, other]
Title: Cloud Removal With PolSAR-Optical Data Fusion Using A Two-Flow Residual Network
Yuxi Wang, Wenjuan Zhang, Bing Zhang
Subjects: Computer Vision and Pattern Recognition (cs.CV); Image and Video Processing (eess.IV)
[45] arXiv:2501.07808 (cross-list from cs.AI) [pdf, other]
Title: A Low-cost and Ultra-lightweight Binary Neural Network for Traffic Signal Recognition
Mingke Xiao, Yue Su, Liang Yu, Guanglong Qu, Yutong Jia, Yukuan Chang, Xu Zhang
Subjects: Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Image and Video Processing (eess.IV)
[46] arXiv:2501.07754 (cross-list from cs.LG) [pdf, html, other]
Title: Universal Training of Neural Networks to Achieve Bayes Optimal Classification Accuracy
Mohammadreza Tavasoli Naeini, Ali Bereyhi, Morteza Noshad, Ben Liang, Alfred O. Hero III
Comments: Accepted to ICASSP 2025
Subjects: Machine Learning (cs.LG); Computer Vision and Pattern Recognition (cs.CV); Information Theory (cs.IT); Image and Video Processing (eess.IV); Signal Processing (eess.SP)

Tue, 14 Jan 2025 (showing first 4 of 22 entries )

[47] arXiv:2501.07376 [pdf, other]
Title: Bigger Isn't Always Better: Towards a General Prior for Medical Image Reconstruction
Lukas Glaszner, Martin Zach
Comments: To appear in the German Conference on Pattern Recognition proceedings. Code available at this https URL
Subjects: Image and Video Processing (eess.IV)
[48] arXiv:2501.07248 [pdf, html, other]
Title: Implicit Neural Representations for Registration of Left Ventricle Myocardium During a Cardiac Cycle
Mathias Micheelsen Lowes, Jonas Jalili Pedersen, Bjørn S. Hansen, Klaus Fuglsang Kofoed, Maxime Sermesant, Rasmus R. Paulsen
Comments: 9 pages, 5 figures, STACOM 2024
Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV)
[49] arXiv:2501.07197 [pdf, other]
Title: Lung Cancer detection using Deep Learning
Aryan Chaudhari, Ankush Singh, Sanchi Gajbhiye, Pratham Agrawal
Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)
[50] arXiv:2501.07127 [pdf, html, other]
Title: QoE-oriented Communication Service Provision for Annotation Rendering in Mobile Augmented Reality
Lulu Sun, Conghao Zhou, Shisheng Hu, Yupeng Zhu, Nan Cheng, Xu (Tony)Xia
Comments: 7 pages,4 figures
Subjects: Image and Video Processing (eess.IV)
Total of 81 entries : 1-50 51-81
Showing up to 50 entries per page: fewer | more | all