Image and Video Processing

Authors and titles for eess.IV in Jan 2024

[1]  arXiv:2401.00008 [pdf, ps, other]

Title: Multispectral palmprint recognition based on three descriptors: LBP, Shift LBP, and Multi Shift LBP with LDA classifier

Authors: Salwua Aqreerah, Alhaam Alariyibi, Wafa El-Tarhouni

Journal-ref: 2022 IEEE 2nd International Maghreb Meeting of the Conference on Sciences and Techniques of Automatic Control and Computer Engineering (MI-STA), pp. 506 - 510

Subjects: Image and Video Processing (eess.IV)

[2]  arXiv:2401.00016 [src]

Title: Prototype-Based Approach for One-Shot Segmentation of Brain Tumors using Few-Shot Learning

Authors: Ahmed Ayman

Comments: Further Improvements

Subjects: Image and Video Processing (eess.IV)

[3]  arXiv:2401.00023 [pdf, ps, other]

Title: CycleGAN Models for MRI Image Translation

Authors: Cassandra Czobit, Reza Samavi

Comments: Accepted and presented in ACML PRHA 2023 workshop

Subjects: Image and Video Processing (eess.IV); Machine Learning (cs.LG)

[4]  arXiv:2401.00135 [pdf, ps, other]

Title: Deep Radon Prior: A Fully Unsupervised Framework for Sparse-View CT Reconstruction

Authors: Shuo Xu, Yucheng Zhang, Gang Chen, Xincheng Xiang, Peng Cong, Yuewen Sun

Comments: 11 pages, 12 figures, Journal paper

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

[5]  arXiv:2401.00153 [pdf, other]

Title: USFM: A Universal Ultrasound Foundation Model Generalized to Tasks and Organs towards Label Efficient Image Analysis

Authors: Jing Jiao, Jin Zhou, Xiaokang Li, Menghua Xia, Yi Huang, Lihong Huang, Na Wang, Xiaofan Zhang, Shichong Zhou, Yuanyuan Wang, Yi Guo

Comments: Submit to MedIA, 17 pages, 11 figures

Subjects: Image and Video Processing (eess.IV)

[6]  arXiv:2401.00159 [pdf, other]

Title: Automatic hip osteoarthritis grading with uncertainty estimation from computed tomography using digitally-reconstructed radiographs

Authors: Masachika Masuda, Mazen Soufi, Yoshito Otake, Keisuke Uemura, Sotaro Kono, Kazuma Takashima, Hidetoshi Hamada, Yi Gu, Masaki Takao, Seiji Okada, Nobuhiko Sugano, Yoshinobu Sato

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

[7]  arXiv:2401.00275 [pdf, other]

Title: An $\ell^1$-Plug-and-Play Approach for Magnetic Particle Imaging Using a Zero Shot Denoiser with Validation on the 3D Open MPI Dataset

Authors: Vladyslav Gapyak, Corinna Rentschler, Thomas März, Andreas Weinmann

Comments: 73 pages, 4 figures, additional supplementary material

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

[8]  arXiv:2401.00314 [pdf, other]

Title: GAN-GA: A Generative Model based on Genetic Algorithm for Medical Image Generation

Authors: M. AbdulRazek, G. Khoriba, M. Belal

Comments: 10 pages, 2 figures. Abstract published in Frontiers in Medical Technology, presented at the 27th Conference on Medical Image Understanding and Analysis 2023. DOI: 10.3389/978-2-8325-1231-9. URL: this https URL

Journal-ref: 27th Conference on Medical Image Understanding and Analysis 2023, Frontiers, 2023, pp. 30-39

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

[9]  arXiv:2401.00523 [pdf, other]

Title: Compressing Deep Image Super-resolution Models

Authors: Yuxuan Jiang, Jakub Nawala, Fan Zhang, David Bull

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

[10]  arXiv:2401.00587 [pdf, other]

Title: Brain Tumor Segmentation Based on Deep Learning, Attention Mechanisms, and Energy-Based Uncertainty Prediction

Authors: Zachary Schwehr, Sriman Achanta

Comments: 11 pages, 6 figures, code available at this https URL, submitted to Computers in Biology and Medicine

Subjects: Image and Video Processing (eess.IV); Artificial Intelligence (cs.AI)

[11]  arXiv:2401.00692 [pdf, other]

Title: Self-supervised learning for skin cancer diagnosis with limited training data

Authors: Hamish Haggerty, Rohitash Chandra

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

[12]  arXiv:2401.00728 [pdf, other]

Title: MultiFusionNet: Multilayer Multimodal Fusion of Deep Neural Networks for Chest X-Ray Image Classification

Authors: Saurabh Agarwal, K. V. Arya, Yogesh Kumar Meena

Comments: 19 pages

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

[13]  arXiv:2401.00740 [pdf, other]

Title: Beyond Subspace Isolation: Many-to-Many Transformer for Light Field Image Super-resolution

Authors: Zeke Zexi Hu, Xiaoming Chen, Vera Yuk Ying Chung, Yiran Shen

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

[14]  arXiv:2401.00859 [pdf, ps, other]

Title: Federated Multi-View Synthesizing for Metaverse

Authors: Yiyu Guo, Zhijin Qin, Xiaoming Tao, Geoffrey Ye Li

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

[15]  arXiv:2401.00875 [pdf, other]

Title: SASA: Saliency-Aware Self-Adaptive Snapshot Compressive Imaging

Authors: Yaping Zhao, Edmund Y. Lam

Comments: 5 pages, 4 figures

Subjects: Image and Video Processing (eess.IV)

[16]  arXiv:2401.00877 [pdf, other]

Title: Improving the Stability of Diffusion Models for Content Consistent Super-Resolution

Authors: Lingchen Sun, Rongyuan Wu, Zhengqiang Zhang, Hongwei Yong, Lei Zhang

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

[17]  arXiv:2401.01160 [pdf, other]

Title: Train-Free Segmentation in MRI with Cubical Persistent Homology

Authors: Anton François, Raphaël Tinarrage

Comments: preprint, 17 pages, 19 figures

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

[18]  arXiv:2401.01303 [pdf, other]

Title: Integrating Edges into U-Net Models with Explainable Activation Maps for Brain Tumor Segmentation using MR Images

Authors: Subin Sahayam, Umarani Jayaraman

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

[19]  arXiv:2401.01386 [pdf, ps, other]

Title: Tissue Artifact Segmentation and Severity Analysis for Automated Diagnosis Using Whole Slide Images

Authors: Galib Muhammad Shahriar Himel

Comments: Master's thesis, 60 pages, 21 figures, 16 tables

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

[20]  arXiv:2401.01414 [pdf, other]

Title: VALD-MD: Visual Attribution via Latent Diffusion for Medical Diagnostics

Authors: Ammar A. Siddiqui (1), Santosh Tirunagari (1), Tehseen Zia (2), David Windridge (1) ((1) Middlesex University, London, UK, (2) COMSATS University, Islamabad, Pakistan)

Subjects: Image and Video Processing (eess.IV); Machine Learning (cs.LG)

[21]  arXiv:2401.01496 [pdf, other]

Title: From Pixel to Slide image: Polarization Modality-based Pathological Diagnosis Using Representation Learning

Authors: Jia Dong, Yao Yao, Yang Dong, Hui Ma

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

[22]  arXiv:2401.01539 [pdf, ps, other]

Title: DDPM based X-ray Image Synthesizer

Authors: Praveen Mahaulpatha, Thulana Abeywardane, Tomson George

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

[23]  arXiv:2401.01553 [pdf, other]

Title: Multi-modal Learning with Missing Modality in Predicting Axillary Lymph Node Metastasis

Authors: Shichuan Zhang, Sunyi Zheng, Zhongyi Shui, Honglin Li, Lin Yang

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

[24]  arXiv:2401.01654 [pdf, other]

Title: LESEN: Label-Efficient deep learning for Multi-parametric MRI-based Visual Pathway Segmentation

Authors: Alou Diakite (1 and 2), Cheng Li (1), Lei Xie (3), Yuanjing Feng (3), Hua Han (1 and 2), Shanshan Wang (1 and 4) ( (1) Paul C. Lauterbur Research Center for Biomedical Imaging, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China, (2) University of Chinese Academy of Sciences, Beijing, China, (3) Zhejiang University of Technology, Hangzhou, China, (4) Peng Cheng Laboratory, Shenzhen, China)

Subjects: Image and Video Processing (eess.IV); Machine Learning (cs.LG)

[25]  arXiv:2401.01685 [pdf, ps, other]

Title: Modality Exchange Network for Retinogeniculate Visual Pathway Segmentation

Authors: Hua Han (1 and 2), Cheng Li (1), Lei Xie (3), Yuanjing Feng (3), Alou Diakite (1 and 2), Shanshan Wang (1 and 4) ((1) Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China, (2) University of Chinese Academy of Sciences, Beijing, China, (3) College of Information Engineering, Zhejiang University of Technology, Hangzhou, China, (4) Peng Cheng Laboratory, Shenzhen, China)

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