Image and Video Processing

Authors and titles for eess.IV in Oct 2023

[1]  arXiv:2310.00019 [pdf, ps, other]

Title: Multiplex ultrasound imaging of perfluorocarbon nanodroplets enabled by decomposition of post-vaporization dynamics

Authors: Austin Van Namen, Sidhartha Jandhyala, Catalina-Paula Spatarelu, Kenneth M. Tichauer, Kimberley S. Samkoe, Geoffrey P. Luke

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

[2]  arXiv:2310.00289 [pdf, other]

Title: Pubic Symphysis-Fetal Head Segmentation Using Pure Transformer with Bi-level Routing Attention

Authors: Pengzhou Cai, Jiang Lu, Yanxin Li, Libin Lan

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

[3]  arXiv:2310.00418 [pdf, other]

Title: MVC: A Multi-Task Vision Transformer Network for COVID-19 Diagnosis from Chest X-ray Images

Authors: Huyen Tran, Duc Thanh Nguyen, John Yearwood

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

[4]  arXiv:2310.00639 [pdf, other]

Title: Segmentation-based Assessment of Tumor-Vessel Involvement for Surgical Resectability Prediction of Pancreatic Ductal Adenocarcinoma

Authors: Christiaan Viviers, Mark Ramaekers, Amaan Valiuddin, Terese Hellström, Nick Tasios, John van der Ven, Igor Jacobs, Lotte Ewals, Joost Nederend, Peter de With, Misha Luyer, Fons van der Sommen

Comments: ICCV CVAMD 2023

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

[5]  arXiv:2310.00894 [pdf, other]

Title: JPEG Information Regularized Deep Image Prior for Denoising

Authors: Tsukasa Takagi, Shinya Ishizaki, Shin-ichi Maeda

Comments: IEEE International Conference on Image Processing (ICIP 2023)

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

[6]  arXiv:2310.00919 [pdf, other]

Title: BAAF: A Benchmark Attention Adaptive Framework for Medical Ultrasound Image Segmentation Tasks

Authors: Gongping Chen, Lei Zhao, Xiaotao Yin, Liang Cui, Jianxun Zhang, Yu Dai

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

[7]  arXiv:2310.01099 [pdf, ps, other]

Title: HyMNet: a Multimodal Deep Learning System for Hypertension Classification using Fundus Photographs and Cardiometabolic Risk Factors

Authors: Mohammed Baharoon, Hessa Almatar, Reema Alduhayan, Tariq Aldebasi, Badr Alahmadi, Yahya Bokhari, Mohammed Alawad, Ahmed Almazroa, Abdulrhman Aljouie

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

[8]  arXiv:2310.01130 [pdf, other]

Title: CommIN: Semantic Image Communications as an Inverse Problem with INN-Guided Diffusion Models

Authors: Jiakang Chen, Di You, Deniz Gündüz, Pier Luigi Dragotti

Subjects: Image and Video Processing (eess.IV); Information Theory (cs.IT); Machine Learning (cs.LG); Signal Processing (eess.SP)

[9]  arXiv:2310.01159 [pdf, other]

Title: Iterative Semi-Supervised Learning for Abdominal Organs and Tumor Segmentation

Authors: Jiaxin Zhuang, Luyang Luo, Zhixuan Chen, Linshan Wu

Comments: arXiv admin note: text overlap with arXiv:2309.05405

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

[10]  arXiv:2310.01176 [pdf, other]

Title: Cross-adversarial local distribution regularization for semi-supervised medical image segmentation

Authors: Thanh Nguyen-Duc, Trung Le, Roland Bammer, He Zhao, Jianfei Cai, Dinh Phung

Comments: MICCAI 2023

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

[11]  arXiv:2310.01210 [pdf, other]

Title: Towards Robust Cardiac Segmentation using Graph Convolutional Networks

Authors: Gilles Van De Vyver, Sarina Thomas, Guy Ben-Yosef, Sindre Hellum Olaisen, Håvard Dalen, Lasse Løvstakken, Erik Smistad

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)

[12]  arXiv:2310.01258 [pdf, other]

Title: MobileNVC: Real-time 1080p Neural Video Compression on a Mobile Device

Authors: Ties van Rozendaal, Tushar Singhal, Hoang Le, Guillaume Sautiere, Amir Said, Krishna Buska, Anjuman Raha, Dimitris Kalatzis, Hitarth Mehta, Frank Mayer, Liang Zhang, Markus Nagel, Auke Wiggers

Comments: Matches version published at WACV 2024

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

[13]  arXiv:2310.01391 [pdf, other]

Title: A Restoration Network as an Implicit Prior

Authors: Yuyang Hu, Mauricio Delbracio, Peyman Milanfar, Ulugbek S. Kamilov

Subjects: Image and Video Processing (eess.IV)

[14]  arXiv:2310.01413 [pdf, ps, other]

Title: A multi-institutional pediatric dataset of clinical radiology MRIs by the Children's Brain Tumor Network

Authors: Ariana M. Familiar, Anahita Fathi Kazerooni, Hannah Anderson, Aliaksandr Lubneuski, Karthik Viswanathan, Rocky Breslow, Nastaran Khalili, Sina Bagheri, Debanjan Haldar, Meen Chul Kim, Sherjeel Arif, Rachel Madhogarhia, Thinh Q. Nguyen, Elizabeth A. Frenkel, Zeinab Helili, Jessica Harrison, Keyvan Farahani, Marius George Linguraru, Ulas Bagci, Yury Velichko, Jeffrey Stevens, Sarah Leary, Robert M. Lober, Stephani Campion, Amy A. Smith, Denise Morinigo, Brian Rood, Kimberly Diamond, Ian F. Pollack, Melissa Williams, Arastoo Vossough, Jeffrey B. Ware, Sabine Mueller, Phillip B. Storm, Allison P. Heath, Angela J. Waanders, Jena V. Lilly, Jennifer L. Mason, Adam C. Resnick, Ali Nabavizadeh

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

[15]  arXiv:2310.01416 [pdf, other]

Title: Gramian Angular Fields for leveraging pretrained computer vision models with anomalous diffusion trajectories

Authors: Òscar Garibo-i-Orts, Nicolás Firbas, Laura Sebastiá, J. Alberto Conejero

Comments: 19 pages, 15 figures

Journal-ref: PhysRevE.107.034138 (2023)

Subjects: Image and Video Processing (eess.IV); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Biological Physics (physics.bio-ph); Quantitative Methods (q-bio.QM)

[16]  arXiv:2310.01523 [pdf, other]

Title: Fetal-BET: Brain Extraction Tool for Fetal MRI

Authors: Razieh Faghihpirayesh, Davood Karimi, Deniz Erdoğmuş, Ali Gholipour

Comments: 10 pages, 6 figures, 2 TABLES, This work has been submitted to the IEEE Transactions on Medical Imaging 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)

[17]  arXiv:2310.01799 [pdf, other]

Title: SMRD: SURE-based Robust MRI Reconstruction with Diffusion Models

Authors: Batu Ozturkler, Chao Liu, Benjamin Eckart, Morteza Mardani, Jiaming Song, Jan Kautz

Comments: MICCAI 2023

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

[18]  arXiv:2310.01861 [pdf, other]

Title: Shifting More Attention to Breast Lesion Segmentation in Ultrasound Videos

Authors: Junhao Lin, Qian Dai, Lei Zhu, Huazhu Fu, Qiong Wang, Weibin Li, Wenhao Rao, Xiaoyang Huang, Liansheng Wang

Comments: 10 pages

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

[19]  arXiv:2310.01885 [pdf, ps, other]

Title: Synthetic CT Generation via Variant Invertible Network for All-digital Brain PET Attenuation Correction

Authors: Yu Guan, Bohui Shen, Xinchong Shi, Xiangsong Zhang, Bingxuan Li, Qiegen Liu

Subjects: Image and Video Processing (eess.IV); Machine Learning (cs.LG); Neurons and Cognition (q-bio.NC)

[20]  arXiv:2310.01898 [pdf, other]

Title: Spectro-spatial hyperspectral image reconstruction from interferometric acquisitions

Authors: Daniele Picone, Mohamad Jouni, Mauro Dalla-Mura

Comments: 5 pages, 2 figures

Subjects: Image and Video Processing (eess.IV)

[21]  arXiv:2310.01908 [pdf, other]

Title: Improving style transfer in dynamic contrast enhanced MRI using a spatio-temporal approach

Authors: Adam G. Tattersall, Keith A. Goatman, Lucy E. Kershaw, Scott I. K. Semple, Sonia Dahdouh

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

[22]  arXiv:2310.01912 [pdf, other]

Title: Improved Automatic Diabetic Retinopathy Severity Classification Using Deep Multimodal Fusion of UWF-CFP and OCTA Images

Authors: Mostafa El Habib Daho, Yihao Li, Rachid Zeghlache, Yapo Cedric Atse, Hugo Le Boité, Sophie Bonnin, Deborah Cosette, Pierre Deman, Laurent Borderie, Capucine Lepicard, Ramin Tadayoni, Béatrice Cochener, Pierre-Henri Conze, Mathieu Lamard, Gwenolé Quellec

Comments: Accepted preprint for presentation at MICCAI-OMIA 20023, Vancouver, Canada

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

[23]  arXiv:2310.01934 [pdf, other]

Title: Robust deformable image registration using cycle-consistent implicit representations

Authors: Louis D. van Harten, Jaap Stoker, Ivana Išgum

Comments: 10 pages, 9 figures, accepted in IEEE Transactions on Medical Imaging

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

[24]  arXiv:2310.01987 [pdf, other]

Title: Joint 2D to 3D image registration workflow for comparing multiple slice photographs and CT scans of apple fruit with internal disorders

Authors: Dirk Elias Schut, Rachael Maree Wood, Anna Katharina Trull, Rob Schouten, Robert van Liere, Tristan van Leeuwen, Kees Joost Batenburg

Comments: 20 pages, 9 figures 13-Dec-2023 revision: The plan to make the paper part-one of a two-part series was cancelled. Therefore the title of this paper and the title in the reference to the part-two paper (Wood et al., 2023) were changed

Subjects: Image and Video Processing (eess.IV)

[25]  arXiv:2310.02171 [pdf, ps, other]

Title: Deep learning-based image super-resolution of a novel end-expandable optical fiber probe for application in esophageal cancer diagnostics

Authors: Xiaohui Zhang, Mimi Tan, Mansour Nabil, Richa Shukla, Shaleen Vasavada, Sharmila Anandasabapathy, Mark A. Anastasio, Elena Petrova

Subjects: Image and Video Processing (eess.IV)