Image and Video Processing

Authors and titles for eess.IV in Jun 2023

[1]  arXiv:2306.00003 [pdf, other]

Title: Detecting Heart Disease from Multi-View Ultrasound Images via Supervised Attention Multiple Instance Learning

Authors: Zhe Huang, Benjamin S. Wessler, Michael C.Hughes

Comments: Echocardiogram; multiple-instance learning; self-supervised learning; semi-supervised learning; medical imaging

Journal-ref: MLHC 2023

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

[2]  arXiv:2306.00034 [pdf, other]

Title: Diagnosis and Prognosis of Head and Neck Cancer Patients using Artificial Intelligence

Authors: Ikboljon Sobirov

Comments: This is Masters thesis work submitted to MBZUAI

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

[3]  arXiv:2306.00047 [pdf, other]

Title: Democratizing Pathological Image Segmentation with Lay Annotators via Molecular-empowered Learning

Authors: Ruining Deng, Yanwei Li, Peize Li, Jiacheng Wang, Lucas W. Remedios, Saydolimkhon Agzamkhodjaev, Zuhayr Asad, Quan Liu, Can Cui, Yaohong Wang, Yihan Wang, Yucheng Tang, Haichun Yang, Yuankai Huo

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

[4]  arXiv:2306.00421 [pdf, other]

Title: Introduction to Medical Imaging Informatics

Authors: Md. Zihad Bin Jahangir, Ruksat Hossain, Riadul Islam, MD Abdullah Al Nasim, Md. Mahim Anjum Haque, Md Jahangir Alam, Sajedul Talukder

Comments: 18 pages, 11 figures, 2 tables; Acceptance of the chapter for the Springer book "Data-driven approaches to medical imaging"

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

[5]  arXiv:2306.00446 [pdf, other]

Title: Evaluation of Multi-indicator And Multi-organ Medical Image Segmentation Models

Authors: Qi Ye, Lihua Guo

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

[6]  arXiv:2306.00451 [pdf, other]

Title: S$^2$ME: Spatial-Spectral Mutual Teaching and Ensemble Learning for Scribble-supervised Polyp Segmentation

Authors: An Wang, Mengya Xu, Yang Zhang, Mobarakol Islam, Hongliang Ren

Comments: MICCAI 2023 Early Acceptance

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

[7]  arXiv:2306.00473 [pdf, other]

Title: Interpretable simultaneous localization of MRI corpus callosum and classification of atypical Parkinsonian disorders using YOLOv5

Authors: Vamshi Krishna Kancharla, Debanjali Bhattacharya, Neelam Sinha, Jitender Saini, Pramod Kumar Pal, Sandhya M

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

[8]  arXiv:2306.00499 [pdf, other]

Title: DeSAM: Decoupling Segment Anything Model for Generalizable Medical Image Segmentation

Authors: Yifan Gao, Wei Xia, Dingdu Hu, Xin Gao

Comments: 12 pages. The code is available at this https URL

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

[9]  arXiv:2306.00530 [pdf, ps, other]

Title: CL-MRI: Self-Supervised Contrastive Learning to Improve the Accuracy of Undersampled MRI Reconstruction

Authors: Mevan Ekanayake, Zhifeng Chen, Mehrtash Harandi, Gary Egan, Zhaolin Chen

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

[10]  arXiv:2306.00548 [pdf, ps, other]

Title: Label- and slide-free tissue histology using 3D epi-mode quantitative phase imaging and virtual H&E staining

Authors: Tanishq Mathew Abraham, Paloma Casteleiro Costa, Caroline Filan, Zhe Guang, Zhaobin Zhang, Stewart Neill, Jeffrey J. Olson, Richard Levenson, Francisco E. Robles

Comments: 30 pages, 9 main figures, 1 table, 5 supplementary figures

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

[11]  arXiv:2306.00854 [pdf, other]

Title: Spatio-Angular Convolutions for Super-resolution in Diffusion MRI

Authors: Matthew Lyon, Paul Armitage, Mauricio A Álvarez

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

[12]  arXiv:2306.00985 [pdf, ps, other]

Title: Using generative AI to investigate medical imagery models and datasets

Authors: Oran Lang, Doron Yaya-Stupp, Ilana Traynis, Heather Cole-Lewis, Chloe R. Bennett, Courtney Lyles, Charles Lau, Christopher Semturs, Dale R. Webster, Greg S. Corrado, Avinatan Hassidim, Yossi Matias, Yun Liu, Naama Hammel, Boris Babenko

Comments: 34 pages, 1 figure

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

[13]  arXiv:2306.00988 [pdf, other]

Title: Continual Learning for Abdominal Multi-Organ and Tumor Segmentation

Authors: Yixiao Zhang, Xinyi Li, Huimiao Chen, Alan Yuille, Yaoyao Liu, Zongwei Zhou

Comments: MICCAI-2023

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

[14]  arXiv:2306.01022 [pdf, other]

Title: Introduction of Medical Imaging Modalities

Authors: S. K. M Shadekul Islam, MD Abdullah Al Nasim, Ismail Hossain, Dr. Md Azim Ullah, Dr. Kishor Datta Gupta, Md Monjur Hossain Bhuiyan

Comments: 19 pages, 7 figures, 1 table; Acceptance of the chapter for the Springer book "Data-driven approaches to medical imaging"

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

[15]  arXiv:2306.01190 [pdf, other]

Title: Identifying Visible Tissue in Intraoperative Ultrasound Images during Brain Surgery: A Method and Application

Authors: Alistair Weld, Luke Dixon, Giulio Anichini, Michael Dyck, Alex Ranne, Sophie Camp, Stamatia Giannarou

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

[16]  arXiv:2306.01232 [pdf, other]

Title: Deep Reinforcement Learning Framework for Thoracic Diseases Classification via Prior Knowledge Guidance

Authors: Weizhi Nie, Chen Zhang, Dan Song, Lina Zhao, Yunpeng Bai, Keliang Xie, Anan Liu

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

[17]  arXiv:2306.01252 [pdf, other]

Title: Deep Learning based Skin-layer Segmentation for Characterizing Cutaneous Wounds from Optical Coherence Tomography Images

Authors: Prashant Kumar, Swatantra Dhara, Ayan Gope, Jyotirmoy Chatterjee, Subhamoy Mandal

Comments: Accepted

Journal-ref: 45th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2023

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

[18]  arXiv:2306.01289 [pdf, other]

Title: nnMobileNet: Rethinking CNN for Retinopathy Research

Authors: Wenhui Zhu, Peijie Qiu, Xiwen Chen, Xin Li, Natasha Lepore, Oana M. Dumitrascu, Yalin Wang

Comments: Accepted as a conference paper to 2024 CVPRW

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

[19]  arXiv:2306.01357 [pdf, other]

Title: Model-based demosaicking for acquisitions by a RGBW color filter array

Authors: Matthieu Muller (GIPSA-SIGMAPHY), Daniele Picone (GIPSA-SIGMAPHY), Mauro Dalla Mura (GIPSA-SIGMAPHY, IUF), Magnus O Ulfarsson

Subjects: Image and Video Processing (eess.IV)

[20]  arXiv:2306.01375 [pdf, other]

Title: Robust and Generalisable Segmentation of Subtle Epilepsy-causing Lesions: a Graph Convolutional Approach

Authors: Hannah Spitzer, Mathilde Ripart, Abdulah Fawaz, Logan Z. J. Williams, MELD project, Emma Robinson, Juan Eugenio Iglesias, Sophie Adler, Konrad Wagstyl

Comments: accepted at MICCAI 2023

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

[21]  arXiv:2306.01469 [pdf, ps, other]

Title: GANs and alternative methods of synthetic noise generation for domain adaption of defect classification of Non-destructive ultrasonic testing

Authors: Shaun McKnight, S. Gareth Pierce, Ehsan Mohseni, Christopher MacKinnon, Charles MacLeod, Tom OHare, Charalampos Loukas

Comments: 16 Pages

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

[22]  arXiv:2306.01546 [pdf, other]

Title: Publicly available datasets of breast histopathology H&E whole-slide images: A scoping review

Authors: Masoud Tafavvoghi (1), Lars Ailo Bongo (2), Nikita Shvetsov (2), Lill-Tove Rasmussen Busund (3), Kajsa Møllersen (1) ((1) Department of Community Medicine, UiT The Arctic University of Norway, Tromsø, Norway, (2) Department of Computer Science, UiT The Arctic University of Norway, Tromsø, Norway, (3) Department of Medical Biology, UiT The Arctic University of Norway, Tromsø, Norway)

Comments: 27 pages (including references), 8 figures, 3 tables, 5 supporting information materials

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

[23]  arXiv:2306.01562 [pdf, other]

Title: An Attentive-based Generative Model for Medical Image Synthesis

Authors: Jiayuan Wang, Q. M. Jonathan Wu, Farhad Pourpanah

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

[24]  arXiv:2306.01630 [pdf, other]

Title: A Conditional Normalizing Flow for Accelerated Multi-Coil MR Imaging

Authors: Jeffrey Wen, Rizwan Ahmad, Philip Schniter

Comments: Accepted to ICML 2023

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

[25]  arXiv:2306.01689 [pdf, ps, other]

Title: Unique Brain Network Identification Number for Parkinson's Individuals Using Structural MRI

Authors: Tanmayee Samantaray, Utsav Gupta, Jitender Saini, Cota Navin Gupta

Comments: 15 pages, 5 figures,1 algorithm, 1 main table, 1 appendix table

Journal-ref: Brain Sciences, vol. 13, no. 9, 08 Sep. 2023

Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV); Neurons and Cognition (q-bio.NC)