Image and Video Processing

Authors and titles for eess.IV in Mar 2024

[1]  arXiv:2403.00410 [pdf, other]

Title: Assessing objective quality metrics for JPEG and MPEG point cloud coding

Authors: Davi Lazzarotto, Michela Testolina, Touradj Ebrahimi

Subjects: Image and Video Processing (eess.IV)

[2]  arXiv:2403.00461 [pdf, other]

Title: Phase retrieval beyond the homogeneous object assumption for X-ray in-line holographic imaging

Authors: Jens Lucht, Leon M. Lohse, Thorsten Hohage, Tim Salditt

Subjects: Image and Video Processing (eess.IV); Optics (physics.optics)

[3]  arXiv:2403.00537 [pdf, other]

Title: A Modular and Robust Physics-Based Approach for Lensless Image Reconstruction

Authors: Yohann Perron, Eric Bezzam, Martin Vetterli

Comments: Demo notebook: this https URL

Subjects: Image and Video Processing (eess.IV)

[4]  arXiv:2403.00549 [pdf, other]

Title: Relaxometry Guided Quantitative Cardiac Magnetic Resonance Image Reconstruction

Authors: Yidong Zhao, Yi Zhang, Qian Tao

Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV)

[5]  arXiv:2403.00602 [pdf, other]

Title: Equilibrium Model with Anisotropy for Model-Based Reconstruction in Magnetic Particle Imaging

Authors: Marco Maass, Tobias Kluth, Christine Droigk, Hannes Albers, Konrad Scheffler, Alfred Mertins, Tobias Knopp

Subjects: Image and Video Processing (eess.IV); Computational Physics (physics.comp-ph); Medical Physics (physics.med-ph)

[6]  arXiv:2403.00604 [pdf, other]

Title: ODVista: An Omnidirectional Video Dataset for super-resolution and Quality Enhancement Tasks

Authors: Ahmed Telili, Ibrahim Farhat, Wassim Hamidouche, Hadi Amirpour

Subjects: Image and Video Processing (eess.IV)

[7]  arXiv:2403.00612 [pdf, other]

Title: Advancing dermatological diagnosis: Development of a hyperspectral dermatoscope for enhanced skin imaging

Authors: Martin J. Hetz, Carina Nogueira Garcia, Sarah Haggenmüller, Titus J. Brinker

Comments: 12 pages, 11 Figures

Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV)

[8]  arXiv:2403.00636 [pdf, other]

Title: Graph Theory and GNNs to Unravel the Topographical Organization of Brain Lesions in Variants of Alzheimer's Disease Progression

Authors: Leopold Hebert-Stevens, Gabriel Jimenez, Benoit Delatour, Lev Stimmer, Daniel Racoceanu

Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV)

[9]  arXiv:2403.00648 [pdf, other]

Title: Structure Similarity Preservation Learning for Asymmetric Image Retrieval

Authors: Hui Wu, Min Wang, Wengang Zhou, Houqiang Li

Subjects: Image and Video Processing (eess.IV)

[10]  arXiv:2403.00671 [pdf, other]

Title: Asymmetric Feature Fusion for Image Retrieval

Authors: Hui Wu, Min Wang, Wengang Zhou, Zhenbo Lu, Houqiang Li

Subjects: Image and Video Processing (eess.IV)

[11]  arXiv:2403.00771 [pdf, ps, other]

Title: XProspeCT: CT Volume Generation from Paired X-Rays

Authors: Benjamin Paulson, Joshua Goldshteyn, Sydney Balboni, John Cisler, Andrew Crisler, Natalia Bukowski, Julia Kalish, Theodore Colwell

Comments: Originally submitted as part of the MICS 2023 Undergraduate Paper Competition

Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG); Medical Physics (physics.med-ph)

[12]  arXiv:2403.00893 [pdf, other]

Title: Near-Real-Time Mueller Polarimetric Image Processing for Neurosurgical Intervention

Authors: Stefano Moriconi, Omar Rodriguez-Nunez, Romane Gros, Leonard A. Felger, Theoni Maragkou, Ekkehard Hewer, Angelo Pierangelo, Tatiana Novikova, Philippe Schucht, Richard McKinley

Journal-ref: International Journal of Computer Assisted Radiology and Surgery 2024

Subjects: Image and Video Processing (eess.IV)

[13]  arXiv:2403.00897 [pdf, other]

Title: VisRec: A Semi-Supervised Approach to Radio Interferometric Data Reconstruction

Authors: Ruoqi Wang, Haitao Wang, Qiong Luo, Feng Wang, Hejun Wu

Subjects: Image and Video Processing (eess.IV); Astrophysics of Galaxies (astro-ph.GA); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)

[14]  arXiv:2403.01362 [pdf, ps, other]

Title: Enhancing Retinal Vascular Structure Segmentation in Images With a Novel Design Two-Path Interactive Fusion Module Model

Authors: Rui Yang, Shunpu Zhang

Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV)

[15]  arXiv:2403.01513 [pdf, ps, other]

Title: CDSE-UNet: Enhancing COVID-19 CT Image Segmentation with Canny Edge Detection and Dual-Path SENet Feature Fusion

Authors: Jiao Ding, Jie Chang, Renrui Han, Li Yang

Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV)

[16]  arXiv:2403.01598 [pdf, other]

Title: APISR: Anime Production Inspired Real-World Anime Super-Resolution

Authors: Boyang Wang, Fengyu Yang, Xihang Yu, Chao Zhang, Hanbin Zhao

Subjects: Image and Video Processing (eess.IV); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)

[17]  arXiv:2403.01758 [pdf, other]

Title: AFBT GAN: enhanced explainability and diagnostic performance for cognitive decline by counterfactual generative adversarial network

Authors: Xiongri Shen, Zhenxi Song, Zhiguo Zhang

Comments: 10 pages, 5 figures

Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)

[18]  arXiv:2403.01868 [pdf, other]

Title: Map-aided annotation for pole base detection

Authors: Benjamin Missaoui (Heudiasyc), Maxime Noizet (Heudiasyc), Philippe Xu (Heudiasyc)

Journal-ref: 35th IEEE Intelligent Vehicles Symposium (IV 2023), Jun 2023, Anchorage, AK, United States

Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV)

[19]  arXiv:2403.02043 [pdf, other]

Title: Iterative Occlusion-Aware Light Field Depth Estimation using 4D Geometrical Cues

Authors: Rui Lourenço, Lucas Thomaz, Eduardo A. B. Silva, Sergio M. M. Faria

Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV)

[20]  arXiv:2403.02163 [pdf, other]

Title: REAL-Colon: A dataset for developing real-world AI applications in colonoscopy

Authors: Carlo Biffi, Giulio Antonelli, Sebastian Bernhofer, Cesare Hassan, Daizen Hirata, Mineo Iwatate, Andreas Maieron, Pietro Salvagnini, Andrea Cherubini

Comments: 12 pages, 5 tables, 7 figures

Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV)

[21]  arXiv:2403.02182 [pdf, other]

Title: Ice-Tide: Implicit Cryo-ET Imaging and Deformation Estimation

Authors: Valentin Debarnot, Vinith Kishore, Ricardo D. Righetto, Ivan Dokmanić

Comments: Under revision for journal publication

Subjects: Image and Video Processing (eess.IV)

[22]  arXiv:2403.02192 [pdf, other]

Title: Domain adaptation, Explainability & Fairness in AI for Medical Image Analysis: Diagnosis of COVID-19 based on 3-D Chest CT-scans

Authors: Dimitrios Kollias, Anastasios Arsenos, Stefanos Kollias

Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV)

[23]  arXiv:2403.02236 [pdf, other]

Title: Interpretable Models for Detecting and Monitoring Elevated Intracranial Pressure

Authors: Darryl Hannan, Steven C. Nesbit, Ximing Wen, Glen Smith, Qiao Zhang, Alberto Goffi, Vincent Chan, Michael J. Morris, John C. Hunninghake, Nicholas E. Villalobos, Edward Kim, Rosina O. Weber, Christopher J. MacLellan

Comments: 5 pages, 2 figures, ISBI 2024

Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV)

[24]  arXiv:2403.02307 [pdf, other]

Title: Harnessing Intra-group Variations Via a Population-Level Context for Pathology Detection

Authors: P. Bilha Githinji, Xi Yuan, Zhenglin Chen, Ijaz Gul, Dingqi Shang, Wen Liang, Jianming Deng, Dan Zeng, Dongmei yu, Chenggang Yan, Peiwu Qin

Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV)

[25]  arXiv:2403.02311 [pdf, other]

Title: Bayesian Uncertainty Estimation by Hamiltonian Monte Carlo: Applications to Cardiac MRI Segmentation

Authors: Yidong Zhao, Joao Tourais, Iain Pierce, Christian Nitsche, Thomas A. Treibel, Sebastian Weingärtner, Artur M. Schweidtmann, Qian Tao

Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV)

[26]  arXiv:2403.02408 [pdf, other]

Title: A Spatio-temporal Aligned SUNet Model for Low-light Video Enhancement

Authors: Ruirui Lin, Nantheera Anantrasirichai, Alexandra Malyugina, David Bull

Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV)

[27]  arXiv:2403.02544 [pdf, other]

Title: Coronary artery segmentation in non-contrast calcium scoring CT images using deep learning

Authors: Mariusz Bujny, Katarzyna Jesionek, Jakub Nalepa, Karol Miszalski-Jamka, Katarzyna Widawka-Żak, Sabina Wolny, Marcin Kostur

Comments: This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible

Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)

[28]  arXiv:2403.02566 [pdf, other]

Title: Enhancing Weakly Supervised 3D Medical Image Segmentation through Probabilistic-aware Learning

Authors: Zhaoxin Fan, Runmin Jiang, Junhao Wu, Xin Huang, Tianyang Wang, Heng Huang, Min Xu

Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV)

[29]  arXiv:2403.02601 [pdf, other]

Title: Low-Res Leads the Way: Improving Generalization for Super-Resolution by Self-Supervised Learning

Authors: Haoyu Chen, Wenbo Li, Jinjin Gu, Jingjing Ren, Haoze Sun, Xueyi Zou, Zhensong Zhang, Youliang Yan, Lei Zhu

Comments: Accepted to CVPR 2024

Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV)

[30]  arXiv:2403.02750 [pdf, other]

Title: Speckle Noise Reduction in Ultrasound Images using Denoising Auto-encoder with Skip Connection

Authors: Suraj Bhute, Subhamoy Mandal, Debashree Guha

Comments: Selected for presentation at 2024 IEEE South Asian Ultrasonics Symposium

Subjects: Image and Video Processing (eess.IV); Artificial Intelligence (cs.AI); Medical Physics (physics.med-ph)

[31]  arXiv:2403.03326 [pdf, other]

Title: AnatoMix: Anatomy-aware Data Augmentation for Multi-organ Segmentation

Authors: Chang Liu, Fuxin Fan, Annette Schwarz, Andreas Maier

Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV)

[32]  arXiv:2403.03385 [pdf, other]

Title: Multi-modal Deep Learning

Authors: Chen Yuhua

Comments: Master's thesis

Subjects: Image and Video Processing (eess.IV); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)

[33]  arXiv:2403.03488 [pdf, other]

Title: Fast, nonlocal and neural: a lightweight high quality solution to image denoising

Authors: Yu Guo, Axel Davy, Gabriele Facciolo, Jean-Michel Morel, Qiyu Jin

Comments: 5 pages. This paper was accepted by IEEE Signal Processing Letters on July 1, 2021

Journal-ref: IEEE Signal Processing Letters, 2021, 28:1515-1519

Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV)

[34]  arXiv:2403.03527 [pdf, ps, other]

Title: LDSF: Lightweight Dual-Stream Framework for SAR Target Recognition by Coupling Local Electromagnetic Scattering Features and Global Visual Features

Authors: Xuying Xiong, Xinyu Zhang, Weidong Jiang, Tianpeng Liu

Subjects: Image and Video Processing (eess.IV)

[35]  arXiv:2403.03539 [pdf, other]

Title: Gadolinium dose reduction for brain MRI using conditional deep learning

Authors: Thomas Pinetz, Erich Kobler, Robert Haase, Julian A. Luetkens, Mathias Meetschen, Johannes Haubold, Cornelius Deuschl, Alexander Radbruch, Katerina Deike, Alexander Effland

Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)

[36]  arXiv:2403.03551 [pdf, other]

Title: Low-Dose CT Image Reconstruction by Fine-Tuning a UNet Pretrained for Gaussian Denoising for the Downstream Task of Image Enhancement

Authors: Tim Selig, Thomas März, Martin Storath, Andreas Weinmann

Comments: 10 pages, 4 figures

Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)

[37]  arXiv:2403.03642 [pdf, other]

Title: Generative Active Learning with Variational Autoencoder for Radiology Data Generation in Veterinary Medicine

Authors: In-Gyu Lee, Jun-Young Oh, Hee-Jung Yu, Jae-Hwan Kim, Ki-Dong Eom, Ji-Hoon Jeong

Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)

[38]  arXiv:2403.03849 [pdf, other]

Title: MedMamba: Vision Mamba for Medical Image Classification

Authors: Yubiao Yue, Zhenzhang Li

Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)

[39]  arXiv:2403.03860 [pdf, other]

Title: ProxNF: Neural Field Proximal Training for High-Resolution 4D Dynamic Image Reconstruction

Authors: Luke Lozenski, Refik Mert Cam, Mark A. Anastasio, Umberto Villa

Comments: 13 pages, 10 figures

Subjects: Image and Video Processing (eess.IV)

[40]  arXiv:2403.03891 [pdf, other]

Title: Joint multi-task learning improves weakly-supervised biomarker prediction in computational pathology

Authors: Omar S. M. El Nahhas, Georg Wölflein, Marta Ligero, Tim Lenz, Marko van Treeck, Firas Khader, Daniel Truhn, Jakob Nikolas Kather

Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)

[41]  arXiv:2403.04024 [pdf, other]

Title: Enhancing chest X-ray datasets with privacy-preserving large language models and multi-type annotations: a data-driven approach for improved classification

Authors: Ricardo Bigolin Lanfredi, Pritam Mukherjee, Ronald Summers

Comments: Code and data: this https URL

Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV)

[42]  arXiv:2403.04038 [pdf, ps, other]

Title: Grey Level Co-occurrence Matrix (GLCM) Based Second Order Statistics for Image Texture Analysis

Authors: Abdul Rasak Zubair, Oluwaseun Adewunmi Alo

Comments: 10 Pages, 12 Figures, 5 Tables

Subjects: Image and Video Processing (eess.IV)

[43]  arXiv:2403.04116 [pdf, other]

Title: Radiative Gaussian Splatting for Efficient X-ray Novel View Synthesis

Authors: Yuanhao Cai, Yixun Liang, Jiahao Wang, Angtian Wang, Yulun Zhang, Xiaokang Yang, Zongwei Zhou, Alan Yuille

Comments: The first 3D Gaussian Splatting-based method for X-ray 3D reconstruction

Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV)

[44]  arXiv:2403.04290 [pdf, other]

Title: MedM2G: Unifying Medical Multi-Modal Generation via Cross-Guided Diffusion with Visual Invariant

Authors: Chenlu Zhan, Yu Lin, Gaoang Wang, Hongwei Wang, Jian Wu

Comments: Accepted by CVPR2024

Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)

[45]  arXiv:2403.04478 [pdf, other]

Title: Improved Focus on Hard Samples for Lung Nodule Detection

Authors: Yujiang Chen, Mei Xie

Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV)

[46]  arXiv:2403.04531 [pdf, ps, other]

Title: Anatomy-Guided Surface Diffusion Model for Alzheimer's Disease Normative Modeling

Authors: Jianwei Zhang, Yonggang Shi

Subjects: Image and Video Processing (eess.IV)

[47]  arXiv:2403.04612 [pdf, ps, other]

Title: A Domain Translation Framework with an Adversarial Denoising Diffusion Model to Generate Synthetic Datasets of Echocardiography Images

Authors: Cristiana Tiago, Sten Roar Snare, Jurica Sprem, Kristin McLeod

Subjects: Image and Video Processing (eess.IV); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)

[48]  arXiv:2403.04626 [pdf, other]

Title: MedFLIP: Medical Vision-and-Language Self-supervised Fast Pre-Training with Masked Autoencoder

Authors: Lei Li, Tianfang Zhang, Xinglin Zhang, Jiaqi Liu, Bingqi Ma, Yan Luo, Tao Chen

Subjects: Image and Video Processing (eess.IV); Computation and Language (cs.CL); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)

[49]  arXiv:2403.04865 [pdf, other]

Title: Beyond Multiple Instance Learning: Full Resolution All-In-Memory End-To-End Pathology Slide Modeling

Authors: Gabriele Campanella, Eugene Fluder, Jennifer Zeng, Chad Vanderbilt, Thomas J. Fuchs

Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV)

[50]  arXiv:2403.04962 [pdf, other]

Title: C2P-GCN: Cell-to-Patch Graph Convolutional Network for Colorectal Cancer Grading

Authors: Sudipta Paul, Bulent Yener, Amanda W. Lund

Comments: Accepted at IEEE EMBC 2024

Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)