Image and Video Processing

Authors and titles for eess.IV in Aug 2023

[1]  arXiv:2308.00008 [pdf, ps, other]

Title: A data-centric deep learning approach to airway segmentation

Authors: Wing Keung Cheung, Ashkan Pakzad, Nesrin Mogulkoc, Sarah Needleman, Bojidar Rangelov, Eyjolfur Gudmundsson, An Zhao, Mariam Abbas, Davina McLaverty, Dimitrios Asimakopoulos, Robert Chapman, Recep Savas, Sam M Janes, Yipeng Hu, Daniel C. Alexander, John R Hurst, Joseph Jacob

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

[2]  arXiv:2308.00009 [pdf, ps, other]

Title: A 3D deep learning classifier and its explainability when assessing coronary artery disease

Authors: Wing Keung Cheung, Jeremy Kalindjian, Robert Bell, Arjun Nair, Leon J. Menezes, Riyaz Patel, Simon Wan, Kacy Chou, Jiahang Chen, Ryo Torii, Rhodri H. Davies, James C. Moon, Daniel C. Alexander, Joseph Jacob

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

[3]  arXiv:2308.00053 [pdf, ps, other]

Title: T-Fusion Net: A Novel Deep Neural Network Augmented with Multiple Localizations based Spatial Attention Mechanisms for Covid-19 Detection

Authors: Susmita Ghosh, Abhiroop Chatterjee

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

[4]  arXiv:2308.00128 [pdf, other]

Title: Ensemble Learning with Residual Transformer for Brain Tumor Segmentation

Authors: Lanhong Yao, Zheyuan Zhang, Ulas Bagci

Comments: 9 pages, 4 figures, ISBI 2023

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

[5]  arXiv:2308.00193 [pdf, other]

Title: C-DARL: Contrastive diffusion adversarial representation learning for label-free blood vessel segmentation

Authors: Boah Kim, Yujin Oh, Bradford J. Wood, Ronald M. Summers, Jong Chul Ye

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

[6]  arXiv:2308.00206 [pdf, other]

Title: Synthetic Skull CT Generation with Generative Adversarial Networks to Train Deep Learning Models for Clinical Transcranial Ultrasound

Authors: Kasra Naftchi-Ardebili, Karanpartap Singh, Reza Pourabolghasem, Pejman Ghanouni, Gerald R. Popelka, Kim Butts Pauly

Comments: The first two authors contributed equally

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

[7]  arXiv:2308.00220 [pdf, other]

Title: Boundary Difference Over Union Loss For Medical Image Segmentation

Authors: Fan Sun, Zhiming Luo, Shaozi Li

Comments: MICCAI 2023

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

[8]  arXiv:2308.00247 [pdf, other]

Title: Unleashing the Power of Self-Supervised Image Denoising: A Comprehensive Review

Authors: Dan Zhang, Fangfang Zhou, Felix Albu, Yuanzhou Wei, Xiao Yang, Yuan Gu, Qiang Li

Comments: 24 pages

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

[9]  arXiv:2308.00291 [pdf, other]

Title: Fundus-Enhanced Disease-Aware Distillation Model for Retinal Disease Classification from OCT Images

Authors: Lehan Wang, Weihang Dai, Mei Jin, Chubin Ou, Xiaomeng Li

Comments: Accepted as a conference paper at MICCAI 2023

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

[10]  arXiv:2308.00402 [pdf, other]

Title: Metrics to Quantify Global Consistency in Synthetic Medical Images

Authors: Daniel Scholz, Benedikt Wiestler, Daniel Rueckert, Martin J. Menten

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

[11]  arXiv:2308.00408 [pdf, other]

Title: Space Debris: Are Deep Learning-based Image Enhancements part of the Solution?

Authors: Michele Jamrozik, Vincent Gaudillière, Mohamed Adel Musallam, Djamila Aouada

Comments: Presented in ISCS23

Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV); Space Physics (physics.space-ph)

[12]  arXiv:2308.00471 [pdf, other]

Title: A Deep Learning Approach for Virtual Contrast Enhancement in Contrast Enhanced Spectral Mammography

Authors: Aurora Rofena, Valerio Guarrasi, Marina Sarli, Claudia Lucia Piccolo, Matteo Sammarra, Bruno Beomonte Zobel, Paolo Soda

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

[13]  arXiv:2308.00475 [pdf, other]

Title: DINO-CXR: A self supervised method based on vision transformer for chest X-ray classification

Authors: Mohammadreza Shakouri, Fatemeh Iranmanesh, Mahdi Eftekhari

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

[14]  arXiv:2308.00491 [pdf, other]

Title: An L2-Normalized Spatial Attention Network For Accurate And Fast Classification Of Brain Tumors In 2D T1-Weighted CE-MRI Images

Authors: Grace Billingsley, Julia Dietlmeier, Vivek Narayanaswamy, Andreas Spanias, Noel E. OConnor

Comments: Accepted to be published in: IEEE International Conference on Image Processing (ICIP), Kuala Lumpur October 8-11, 2023

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

[15]  arXiv:2308.00500 [pdf, other]

Title: Robust Spatiotemporal Fusion of Satellite Images: A Constrained Convex Optimization Approach

Authors: Ryosuke Isono, Kazuki Naganuma, Shunsuke Ono

Comments: Submitted to the IEEE Transactions on Geoscience and Remote Sensing

Subjects: Image and Video Processing (eess.IV)

[16]  arXiv:2308.00507 [pdf, other]

Title: Improved Prognostic Prediction of Pancreatic Cancer Using Multi-Phase CT by Integrating Neural Distance and Texture-Aware Transformer

Authors: Hexin Dong, Jiawen Yao, Yuxing Tang, Mingze Yuan, Yingda Xia, Jian Zhou, Hong Lu, Jingren Zhou, Bin Dong, Le Lu, Li Zhang, Zaiyi Liu, Yu Shi, Ling Zhang

Comments: MICCAI 2023

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

[17]  arXiv:2308.00615 [pdf, other]

Title: Cardiac MRI Orientation Recognition and Standardization using Deep Neural Networks

Authors: Ruoxuan Zhen

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

[18]  arXiv:2308.00715 [pdf, ps, other]

Title: Automated COVID-19 CT Image Classification using Multi-head Channel Attention in Deep CNN

Authors: Susmita Ghosh, Abhiroop Chatterjee

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

[19]  arXiv:2308.00725 [pdf, other]

Title: Latent-Shift: Gradient of Entropy Helps Neural Codecs

Authors: Muhammet Balcilar, Bharath Bhushan Damodaran, Karam Naser, Franck Galpin, Pierre Hellier

Comments: Published to ICIP2023, 6 pages, 1 figure

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

[20]  arXiv:2308.00734 [pdf, other]

Title: Phase Diverse Phase Retrieval for Microscopy: Comparison of Gaussian and Poisson Approaches

Authors: Nikolaj Reiser, Min Guo, Hari Shroff, Patrick J. La Riviere

Comments: 13 pages, 9 figures

Subjects: Image and Video Processing (eess.IV); Optics (physics.optics)

[21]  arXiv:2308.00883 [pdf, other]

Title: Push the Boundary of SAM: A Pseudo-label Correction Framework for Medical Segmentation

Authors: Ziyi Huang, Hongshan Liu, Haofeng Zhang, Xueshen Li, Haozhe Liu, Fuyong Xing, Andrew Laine, Elsa Angelini, Christine Hendon, Yu Gan

Subjects: Image and Video Processing (eess.IV)

[22]  arXiv:2308.00947 [pdf, other]

Title: Decomposing and Coupling Saliency Map for Lesion Segmentation in Ultrasound Images

Authors: Zhenyuan Ning, Yixiao Mao, Qianjin Feng, Shengzhou Zhong, Yu Zhang

Comments: 18 pages, 18 figures

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

[23]  arXiv:2308.01096 [pdf, other]

Title: Learning Fourier-Constrained Diffusion Bridges for MRI Reconstruction

Authors: Muhammad U. Mirza, Onat Dalmaz, Hasan A. Bedel, Gokberk Elmas, Yilmaz Korkmaz, Alper Gungor, Salman UH Dar, Tolga Çukur

Subjects: Image and Video Processing (eess.IV)

[24]  arXiv:2308.01119 [pdf, other]

Title: Unlearning Spurious Correlations in Chest X-ray Classification

Authors: Misgina Tsighe Hagos, Kathleen M. Curran, Brian Mac Namee

Comments: Accepted at the Discovery Science 2023 conference. arXiv admin note: text overlap with arXiv:2307.06026

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

[25]  arXiv:2308.01137 [pdf, other]

Title: Multi-task learning for classification, segmentation, reconstruction, and detection on chest CT scans

Authors: Weronika Hryniewska-Guzik, Maria Kędzierska, Przemysław Biecek

Comments: presented at the Polish Conference on Artificial Intelligence (PP-RAI), 2023

Journal-ref: Progress in Polish Artificial Intelligence Research 4 (2023) 251-257

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

[26]  arXiv:2308.01173 [pdf, other]

Title: FlexDTI: Flexible diffusion gradient encoding scheme-based highly efficient diffusion tensor imaging using deep learning

Authors: Zejun Wu, Jiechao Wang, Zunquan Chen, Qinqin Yang, Zhen Xing, Dairong Cao, Jianfeng Bao, Taishan Kang, Jianzhong Lin, Shuhui Cai, Zhong Chen, Congbo Cai

Comments: 24 pages,9 figures,3 tables

Subjects: Image and Video Processing (eess.IV)

[27]  arXiv:2308.01239 [pdf, other]

Title: CMUNeXt: An Efficient Medical Image Segmentation Network based on Large Kernel and Skip Fusion

Authors: Fenghe Tang, Jianrui Ding, Lingtao Wang, Chunping Ning, S. Kevin Zhou

Comments: 8 pages, 3 figures

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

[28]  arXiv:2308.01265 [pdf, other]

Title: Deep learning for unsupervised domain adaptation in medical imaging: Recent advancements and future perspectives

Authors: Suruchi Kumari, Pravendra Singh

Comments: Under Review

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

[29]  arXiv:2308.01318 [pdf, other]

Title: Framing image registration as a landmark detection problem for better representation of clinical relevance

Authors: Diana Waldmannstetter, Benedikt Wiestler, Julian Schwarting, Ivan Ezhov, Marie Metz, Spyridon Bakas, Bhakti Baheti, Satrajit Chakrabarty, Jan S. Kirschke, Rolf A. Heckemann, Marie Piraud, Florian Kofler, Bjoern H. Menze

Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV); Medical Physics (physics.med-ph)

[30]  arXiv:2308.01328 [pdf, other]

Title: A vision transformer-based framework for knowledge transfer from multi-modal to mono-modal lymphoma subtyping models

Authors: Bilel Guetarni, Feryal Windal, Halim Benhabiles, Marianne Petit, Romain Dubois, Emmanuelle Leteurtre, Dominique Collard

Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV); Quantitative Methods (q-bio.QM)

[31]  arXiv:2308.01381 [pdf, other]

Title: Estimation of motion blur kernel parameters using regression convolutional neural networks

Authors: Luis G. Varela, Laura E. Boucheron, Steven Sandoval, David Voelz, Abu Bucker Siddik

Subjects: Image and Video Processing (eess.IV)

[32]  arXiv:2308.01433 [pdf, other]

Title: COVID-VR: A Deep Learning COVID-19 Classification Model Using Volume-Rendered Computer Tomography

Authors: Noemi Maritza L. Romero, Ricco Vasconcellos, Mariana R. Mendoza, João L. D. Comba

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

[33]  arXiv:2308.01541 [pdf, other]

Title: DMDC: Dynamic-mask-based dual camera design for snapshot Hyperspectral Imaging

Authors: Zeyu Cai, Chengqian Jin, Feipeng Da

Comments: 11 pages, 7 figures

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

[34]  arXiv:2308.01760 [pdf, other]

Title: NuInsSeg: A Fully Annotated Dataset for Nuclei Instance Segmentation in H&E-Stained Histological Images

Authors: Amirreza Mahbod, Christine Polak, Katharina Feldmann, Rumsha Khan, Katharina Gelles, Georg Dorffner, Ramona Woitek, Sepideh Hatamikia, Isabella Ellinger

Comments: 7 pages, 1 Figure

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

[35]  arXiv:2308.01769 [pdf, other]

Title: Focus on Content not Noise: Improving Image Generation for Nuclei Segmentation by Suppressing Steganography in CycleGAN

Authors: Jonas Utz, Tobias Weise, Maja Schlereth, Fabian Wagner, Mareike Thies, Mingxuan Gu, Stefan Uderhardt, Katharina Breininger

Comments: 8 pages, 8 figures

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

[36]  arXiv:2308.01939 [pdf, ps, other]

Title: Numerical Uncertainty of Convolutional Neural Networks Inference for Structural Brain MRI Analysis

Authors: Inés Gonzalez Pepe, Vinuyan Sivakolunthu, Hae Lang Park, Yohan Chatelain, Tristan Glatard

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

[37]  arXiv:2308.01981 [pdf, other]

Title: CartiMorph: a framework for automated knee articular cartilage morphometrics

Authors: Yongcheng Yao, Junru Zhong, Liping Zhang, Sheheryar Khan, Weitian Chen

Comments: This preprint is an proofread version of a paper published in Medical Image Analysis (2023), which can be found at this https URL

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

[38]  arXiv:2308.01982 [pdf, other]

Title: Predicting Ki67, ER, PR, and HER2 Statuses from H&E-stained Breast Cancer Images

Authors: Amir Akbarnejad, Nilanjan Ray, Penny J. Barnes, Gilbert Bigras

Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV); Quantitative Methods (q-bio.QM)

[39]  arXiv:2308.01994 [pdf, ps, other]

Title: Explainable unsupervised multi-modal image registration using deep networks

Authors: Chengjia Wang, Giorgos Papanastasiou

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

[40]  arXiv:2308.02062 [pdf, other]

Title: Diffusion Models for Counterfactual Generation and Anomaly Detection in Brain Images

Authors: Alessandro Fontanella, Grant Mair, Joanna Wardlaw, Emanuele Trucco, Amos Storkey

Comments: 13 pages, 7 figures

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

[41]  arXiv:2308.02088 [pdf, other]

Title: Motion-robust free-running cardiovascular MRI

Authors: Syed M. Arshad, Lee C. Potter, Chong Chen, Yingmin Liu, Preethi Chandrasekaran, Christopher Crabtree, Yuchi Han, Rizwan Ahmad

Subjects: Image and Video Processing (eess.IV); Signal Processing (eess.SP)

[42]  arXiv:2308.02100 [pdf, other]

Title: CT Reconstruction from Few Planar X-rays with Application towards Low-resource Radiotherapy

Authors: Yiran Sun, Tucker Netherton, Laurence Court, Ashok Veeraraghavan, Guha Balakrishnan

Comments: 10 pages, 5 figures

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

[43]  arXiv:2308.02101 [pdf, other]

Title: Breast Ultrasound Tumor Classification Using a Hybrid Multitask CNN-Transformer Network

Authors: Bryar Shareef, Min Xian, Aleksandar Vakanski, Haotian Wang

Comments: 10 pages, 3 figures, 3 tables

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

[44]  arXiv:2308.02340 [pdf, other]

Title: Generative Image Priors for MRI Reconstruction Trained from Magnitude-Only Images

Authors: Guanxiong Luo, Xiaoqing Wang, Mortiz Blumenthal, Martin Schilling, Erik Hans Ulrich Rauf, Raviteja Kotikalapudi, Niels Focke, Martin Uecker

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

[45]  arXiv:2308.02363 [pdf, ps, other]

Title: Brain MRI Segmentation using Template-Based Training and Visual Perception Augmentation

Authors: Fang-Cheng Yeh

Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV); Quantitative Methods (q-bio.QM)

[46]  arXiv:2308.02436 [pdf, other]

Title: Maximum-likelihood estimation in ptychography in the presence of Poisson-Gaussian noise statistics

Authors: Jacob Seifert, Yifeng Shao, Rens van Dam, Dorian Bouchet, Tristan van Leeuwen, Allard P. Mosk

Comments: Contains main and supplementary documents

Journal-ref: Opt. Lett. 48, 6027-6030 (2023)

Subjects: Image and Video Processing (eess.IV); Computational Physics (physics.comp-ph); Optics (physics.optics)

[47]  arXiv:2308.02493 [pdf, other]

Title: Body Fat Estimation from Surface Meshes using Graph Neural Networks

Authors: Tamara T. Mueller, Siyu Zhou, Sophie Starck, Friederike Jungmann, Alexander Ziller, Orhun Aksoy, Danylo Movchan, Rickmer Braren, Georgios Kaissis, Daniel Rueckert

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

[48]  arXiv:2308.02494 [pdf, other]

Title: Adaptively Placed Multi-Grid Scene Representation Networks for Large-Scale Data Visualization

Authors: Skylar Wolfgang Wurster, Tianyu Xiong, Han-Wei Shen, Hanqi Guo, Tom Peterka

Comments: Accepted to IEEE VIS 2023. this https URL

Journal-ref: In IEEE Transactions on Visualization & Computer Graphics, vol. 30, no. 01, pp. 965-974, 2024

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

[49]  arXiv:2308.02498 [pdf, other]

Title: Learning to Segment from Noisy Annotations: A Spatial Correction Approach

Authors: Jiachen Yao, Yikai Zhang, Songzhu Zheng, Mayank Goswami, Prateek Prasanna, Chao Chen

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

[50]  arXiv:2308.02502 [pdf, other]

Title: The identification of garbage dumps in the rural areas of Cyprus through the application of deep learning to satellite imagery

Authors: Andrew Keith Wilkinson

Comments: 13 pages, 1 figure

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