Image and Video Processing

Authors and titles for eess.IV in Mar 2024, skipping first 25

[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, ps, 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)