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)