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 MPI Using a Zero Shot Denoiser with Evaluation on the 3D Open MPI Dataset

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

Comments: 74 pages, 6 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)

[26]  arXiv:2401.02145 [pdf, ps, other]

Title: ED: Perceptually tuned Enhanced Compression Model

Authors: Pierrick Philippe, Théo Ladune, Stéphane Davenet, Thomas Leguay

Comments: Challenge on Learned Image Compression (CLIC), DCC2024

Subjects: Image and Video Processing (eess.IV)

[27]  arXiv:2401.02156 [pdf, ps, other]

Title: Cool-Chic: Perceptually Tuned Low Complexity Overfitted Image Coder

Authors: Théo Ladune, Pierrick Philippe, Gordon Clare, Félix Henry, Thomas Leguay

Comments: Challenge on Learned Image Compression (CLIC), DCC2024

Subjects: Image and Video Processing (eess.IV)

[28]  arXiv:2401.02192 [pdf, ps, other]

Title: Nodule detection and generation on chest X-rays: NODE21 Challenge

Authors: Ecem Sogancioglu, Bram van Ginneken, Finn Behrendt, Marcel Bengs, Alexander Schlaefer, Miron Radu, Di Xu, Ke Sheng, Fabien Scalzo, Eric Marcus, Samuele Papa, Jonas Teuwen, Ernst Th. Scholten, Steven Schalekamp, Nils Hendrix, Colin Jacobs, Ward Hendrix, Clara I Sánchez, Keelin Murphy

Comments: 15 pages, 5 figures

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

[29]  arXiv:2401.02358 [pdf, ps, other]

Title: A novel method to enhance pneumonia detection via a model-level ensembling of CNN and vision transformer

Authors: Sandeep Angara, Nishith Reddy Mannuru, Aashrith Mannuru, Sharath Thirunagaru

Comments: NA

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

[30]  arXiv:2401.02537 [pdf, ps, other]

Title: Using Singular Value Decomposition in a Convolutional Neural Network to Improve Brain Tumor Segmentation Accuracy

Authors: Pegah Ahadian, Maryam Babaei, Kourosh Parand

Journal-ref: International Journal of Computer Science and Information Technology 2022

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

[31]  arXiv:2401.02565 [pdf, other]

Title: Demonstration of an Adversarial Attack Against a Multimodal Vision Language Model for Pathology Imaging

Authors: Poojitha Thota, Jai Prakash Veerla, Partha Sai Guttikonda, Mohammad S. Nasr, Shirin Nilizadeh, Jacob M. Luber

Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV); Tissues and Organs (q-bio.TO)

[32]  arXiv:2401.02759 [pdf, ps, other]

Title: Detection and Classification of Diabetic Retinopathy using Deep Learning Algorithms for Segmentation to Facilitate Referral Recommendation for Test and Treatment Prediction

Authors: Manoj S H, Arya A Bosale

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

[33]  arXiv:2401.02794 [pdf, other]

Title: Subjective and Objective Analysis of Indian Social Media Video Quality

Authors: Sandeep Mishra, Mukul Jha, Alan C. Bovik

Comments: Submitted to the IEEE Transactions on Image Processing

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

[34]  arXiv:2401.02884 [pdf, ps, other]

Title: MsDC-DEQ-Net: Deep Equilibrium Model (DEQ) with Multi-scale Dilated Convolution for Image Compressive Sensing (CS)

Authors: Youhao Yu, Richard M. Dansereau

Comments: 15 pages, 8 figures, open access journal paper

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

[35]  arXiv:2401.02962 [pdf, other]

Title: Automated Localization of Blood Vessels in Retinal Images

Authors: Vahid Mohammadi Safarzadeh

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

[36]  arXiv:2401.03002 [pdf, other]

Title: Prompt-driven Latent Domain Generalization for Medical Image Classification

Authors: Siyuan Yan, Chi Liu, Zhen Yu, Lie Ju, Dwarikanath Mahapatra, Brigid Betz-Stablein, Victoria Mar, Monika Janda, Peter Soyer, Zongyuan Ge

Comments: 10 pages

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

[37]  arXiv:2401.03060 [pdf, ps, other]

Title: Super-Resolution Multi-Contrast Unbiased Eye Atlases With Deep Probabilistic Refinement

Authors: Ho Hin Lee, Adam M. Saunders, Michael E. Kim, Samuel W. Remedios, Yucheng Tang, Qi Yang, Xin Yu, Shunxing Bao, Chloe Cho, Louise A. Mawn, Tonia S. Rex, Kevin L. Schey, Blake E. Dewey, Jeffrey M. Spraggins, Jerry L. Prince, Yuankai Huo, Bennett A. Landman

Comments: Submitted to IEEE Journal of Biomedical and Health Informatics

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

[38]  arXiv:2401.03132 [pdf, ps, other]

Title: Vision Transformers and Bi-LSTM for Alzheimer's Disease Diagnosis from 3D MRI

Authors: Taymaz Akan, Sait Alp, Mohammad A. N Bhuiyanb

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

[39]  arXiv:2401.03150 [pdf, other]

Title: O-PRESS: Boosting OCT axial resolution with Prior guidance, Recurrence, and Equivariant Self-Supervision

Authors: Kaiyan Li, Jingyuan Yang, Wenxuan Liang, Xingde Li, Chenxi Zhang, Lulu Chen, Chan Wu, Xiao Zhang, Zhiyan Xu, Yuelin Wang, Lihui Meng, Yue Zhang, Youxin Chen, S.Kevin Zhou

Subjects: Image and Video Processing (eess.IV)

[40]  arXiv:2401.03166 [pdf, other]

Title: Short-Time Fourier Transform for deblurring Variational Autoencoders

Authors: Vibhu Dalal

Comments: 9 pages, 5 figures

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

[41]  arXiv:2401.03173 [pdf, other]

Title: UGGNet: Bridging U-Net and VGG for Advanced Breast Cancer Diagnosis

Authors: Tran Cao Minh, Nguyen Kim Quoc, Phan Cong Vinh, Dang Nhu Phu, Vuong Xuan Chi, Ha Minh Tan

Comments: Submitted to the journal "EAI Endorsed Transactions on Context-aware Systems and Applications" ,2 images, 5 data tables

Journal-ref: EAI Endorsed Transactions on Contex-aware Systems and Applications, 10(1), 2024

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

[42]  arXiv:2401.03271 [pdf, other]

Title: Analysis and Validation of Image Search Engines in Histopathology

Authors: Isaiah Lahr, Saghir Alfasly, Peyman Nejat, Jibran Khan, Luke Kottom, Vaishnavi Kumbhar, Areej Alsaafin, Abubakr Shafique, Sobhan Hemati, Ghazal Alabtah, Nneka Comfere, Dennis Murphee, Aaron Mangold, Saba Yasir, Chady Meroueh, Lisa Boardman, Vijay H. Shah, Joaquin J. Garcia, H.R. Tizhoosh

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

[43]  arXiv:2401.03302 [pdf, other]

Title: Realism in Action: Anomaly-Aware Diagnosis of Brain Tumors from Medical Images Using YOLOv8 and DeiT

Authors: Seyed Mohammad Hossein Hashemi, Leila Safari, Amirhossein Dadashzade Taromi

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); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG); Machine Learning (stat.ML)

[44]  arXiv:2401.03495 [pdf, other]

Title: Segment Anything Model for Medical Image Segmentation: Current Applications and Future Directions

Authors: Yichi Zhang, Zhenrong Shen, Rushi Jiao

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

[45]  arXiv:2401.03615 [pdf, other]

Title: Automated Detection of Myopic Maculopathy in MMAC 2023: Achievements in Classification, Segmentation, and Spherical Equivalent Prediction

Authors: Yihao Li, Philippe Zhang, Yubo Tan, Jing Zhang, Zhihan Wang, Weili Jiang, Pierre-Henri Conze, Mathieu Lamard, Gwenolé Quellec, Mostafa El Habib Daho

Comments: 18 pages

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

[46]  arXiv:2401.03621 [pdf, ps, other]

Title: Machine Learning Applications in Traumatic Brain Injury: A Spotlight on Mild TBI

Authors: Hanem Ellethy, Shekhar S. Chandra, Viktor Vegh

Comments: The manuscript has 34 pages, 3 figures, and 4 tables

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

[47]  arXiv:2401.03623 [pdf, ps, other]

Title: A Video Coding Method Based on Neural Network for CLIC2024

Authors: Zhengang Li, Jingchi Zhang, Yonghua Wang, Xing Zeng, Zhen Zhang, Yunlin Long, Menghu Jia, Ning Wang

Subjects: Image and Video Processing (eess.IV)

[48]  arXiv:2401.03664 [pdf, ps, other]

Title: Dual-Channel Reliable Breast Ultrasound Image Classification Based on Explainable Attribution and Uncertainty Quantification

Authors: Shuge Lei, Haonan Hu, Dasheng Sun, Huabin Zhang, Kehong Yuan, Jian Dai, Jijun Tang, Yan Tong

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

[49]  arXiv:2401.03885 [pdf, ps, other]

Title: Hyperspectral Image Denoising via Spatial-Spectral Recurrent Transformer

Authors: Guanyiman Fu, Fengchao Xiong, Jianfeng Lu, Jun Zhou, Jiantao Zhou, Yuntao Qian

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

[50]  arXiv:2401.03912 [pdf, other]

Title: Attention-Guided Erasing: A Novel Augmentation Method for Enhancing Downstream Breast Density Classification

Authors: Adarsh Bhandary Panambur, Hui Yu, Sheethal Bhat, Prathmesh Madhu, Siming Bayer, Andreas Maier

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