Image and Video Processing

Authors and titles for eess.IV in Dec 2023

[1]  arXiv:2312.00082 [pdf, other]

Title: A Compact Implicit Neural Representation for Efficient Storage of Massive 4D Functional Magnetic Resonance Imaging

Authors: Ruoran Li, Runzhao Yang, Wenxin Xiang, Yuxiao Cheng, Tingxiong Xiao, Jinli Suo

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

[2]  arXiv:2312.00223 [pdf, other]

Title: Convolutional Neural Networks for Segmentation of Malignant Pleural Mesothelioma: Analysis of Probability Map Thresholds (CALGB 30901, Alliance)

Authors: Mena Shenouda, Eyjólfur Gudmundsson, Feng Li, Christopher M. Straus, Hedy L. Kindler, Arkadiusz Z. Dudek, Thomas Stinchcombe, Xiaofei Wang, Adam Starkey, Samuel G. Armato III

Comments: 10 pages, 7 figures, 2 tables

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

[3]  arXiv:2312.00357 [pdf, ps, other]

Title: A Generalizable Deep Learning System for Cardiac MRI

Authors: Rohan Shad, Cyril Zakka, Dhamanpreet Kaur, Robyn Fong, Ross Warren Filice, John Mongan, Kimberly Kalianos, Nishith Khandwala, David Eng, Matthew Leipzig, Walter Witschey, Alejandro de Feria, Victor Ferrari, Euan Ashley, Michael A. Acker, Curtis Langlotz, William Hiesinger

Comments: 21 page main manuscript, 4 figures. Supplementary Appendix and code will be made available on publication

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

[4]  arXiv:2312.00386 [pdf, other]

Title: Local monotone operator learning using non-monotone operators: MnM-MOL

Authors: Maneesh John, Jyothi Rikhab Chand, Mathews Jacob

Comments: 10 pages, 7 figures

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

[5]  arXiv:2312.00387 [pdf, ps, other]

Title: Partition-based K-space Synthesis for Multi-contrast Parallel Imaging

Authors: Yuxia Huang, Zhonghui Wu, Xiaoling Xu, Minghui Zhang, Shanshan Wang, Qiegen Liu

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

[6]  arXiv:2312.00529 [pdf, ps, other]

Title: Algorithm-based diagnostic application for diabetic retinopathy detection

Authors: Agnieszka Cisek, Karolina Korycinska, Leszek Pyziak, Marzena Malicka, Tomasz Wiecek, Grzegorz Gruzel, Kamil Szmuc, Jozef Cebulski, Mariusz Spyra

Comments: 18 pages, 9 figures, preprint

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

[7]  arXiv:2312.00560 [pdf, ps, other]

Title: Technical description of the EPFL submission to the JPEG DNA CfP

Authors: Davi Lazzarotto, Jorge Encinas Ramos, Michela Testolina, Touradj Ebrahimi

Subjects: Image and Video Processing (eess.IV)

[8]  arXiv:2312.00634 [pdf, ps, other]

Title: A Recent Survey of Vision Transformers for Medical Image Segmentation

Authors: Asifullah Khan, Zunaira Rauf, Abdul Rehman Khan, Saima Rathore, Saddam Hussain Khan, Najmus Saher Shah, Umair Farooq, Hifsa Asif, Aqsa Asif, Umme Zahoora, Rafi Ullah Khalil, Suleman Qamar, Umme Hani Asif, Faiza Babar Khan, Abdul Majid, Jeonghwan Gwak

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

[9]  arXiv:2312.00661 [pdf, other]

Title: Dual-Domain Multi-Contrast MRI Reconstruction with Synthesis-based Fusion Network

Authors: Junwei Yang, Pietro Liò

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

[10]  arXiv:2312.00677 [pdf, other]

Title: Unsupervised Adaptive Implicit Neural Representation Learning for Scan-Specific MRI Reconstruction

Authors: Junwei Yang, Pietro Liò

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

[11]  arXiv:2312.00689 [pdf, other]

Title: Infrared Image Super-Resolution via GAN

Authors: Yongsong Huang, Shinichiro Omachi

Comments: Applications of Generative AI, Chapter 28

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

[12]  arXiv:2312.00836 [pdf, other]

Title: Heteroscedastic Uncertainty Estimation for Probabilistic Unsupervised Registration of Noisy Medical Images

Authors: Xiaoran Zhang, Daniel H. Pak, Shawn S. Ahn, Xiaoxiao Li, Chenyu You, Lawrence Staib, Albert J. Sinusas, Alex Wong, James S. Duncan

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

[13]  arXiv:2312.00837 [pdf, other]

Title: An Adaptive Correspondence Scoring Framework for Unsupervised Image Registration of Medical Images

Authors: Xiaoran Zhang, John C. Stendahl, Lawrence Staib, Albert J. Sinusas, Alex Wong, James S. Duncan

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

[14]  arXiv:2312.00921 [pdf, ps, other]

Title: Bitstream Organization for Parallel Entropy Coding on Neural Network-based Video Codecs

Authors: Amir Said, Hoang Le, Farzad Farhadzadeh

Journal-ref: Proc. IEEE International Conference on Multimedia, Dec. 2023

Subjects: Image and Video Processing (eess.IV); Information Theory (cs.IT)

[15]  arXiv:2312.00926 [pdf, ps, other]

Title: New Filters for Image Interpolation and Resizing

Authors: Amir Said

Journal-ref: Hewlett-Packard Laboratories Report, Nov. 2007

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

[16]  arXiv:2312.00936 [pdf, other]

Title: Surface Coil Intensity Correction for MRI

Authors: Xuan Lei, Philip Schniter, Chong Chen, Rizwan Ahmad

Subjects: Image and Video Processing (eess.IV)

[17]  arXiv:2312.00953 [pdf, other]

Title: Deep Image prior with StruCtUred Sparsity (DISCUS) for dynamic MRI reconstruction

Authors: Muhammad Ahmad Sultan, Chong Chen, Yingmin Liu, Rizwan Ahmad

Subjects: Image and Video Processing (eess.IV)

[18]  arXiv:2312.01043 [pdf, other]

Title: Quantifying Hippocampal Shape Asymmetry in Alzheimer's Disease Using Optimal Shape Correspondences

Authors: Shen Zhu, Ifrah Zawar, Jaideep Kapur, P. Thomas Fletcher

Comments: 4 pages, 3 figures

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

[19]  arXiv:2312.01061 [pdf, other]

Title: Spectral-wise Implicit Neural Representation for Hyperspectral Image Reconstruction

Authors: Huan Chen, Wangcai Zhao, Tingfa Xu, Shiyun Zhou, Peifu Liu, Jianan Li

Comments: Accepted by IEEE Transactions on Circuits and Systems for Video Technology, to be published

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

[20]  arXiv:2312.01077 [pdf, other]

Title: OpEnCam: Lensless Optical Encryption Camera

Authors: Salman S. Khan, Xiang Yu, Kaushik Mitra, Manmohan Chandraker, Francesco Pittaluga

Comments: 11 pages, 11 figures, 3 tables

Subjects: Image and Video Processing (eess.IV)

[21]  arXiv:2312.01128 [pdf, other]

Title: SPEEDNet: Salient Pyramidal Enhancement Encoder-Decoder Network for Colonoscopy Images

Authors: Tushir Sahu, Vidhi Bhatt, Sai Chandra Teja R, Sparsh Mittal, Nagesh Kumar S

Comments: 5 pages, 3 figures

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

[22]  arXiv:2312.01152 [pdf, other]

Title: Ultra-Resolution Cascaded Diffusion Model for Gigapixel Image Synthesis in Histopathology

Authors: Sarah Cechnicka, Hadrien Reynaud, James Ball, Naomi Simmonds, Catherine Horsfield, Andrew Smith, Candice Roufosse, Bernhard Kainz

Comments: MedNeurIPS 2023 poster

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

[23]  arXiv:2312.01212 [pdf, ps, other]

Title: A Comparative Analysis Towards Melanoma Classification Using Transfer Learning by Analyzing Dermoscopic Images

Authors: Md. Fahim Uddin, Nafisa Tafshir, Mohammad Monirujjaman Khan

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

[24]  arXiv:2312.01239 [pdf, other]

Title: Motion Informed Needle Segmentation in Ultrasound Images

Authors: Raghavv Goel, Cecilia Morales, Manpreet Singh, Artur Dubrawski, John Galeotti, Howie Choset

Comments: 7 pages, 4 figures, accepted at ISBI 2024

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

[25]  arXiv:2312.01338 [pdf, other]

Title: Enhancing and Adapting in the Clinic: Source-free Unsupervised Domain Adaptation for Medical Image Enhancement

Authors: Heng Li, Ziqin Lin, Zhongxi Qiu, Zinan Li, Huazhu Fu, Yan Hu, Jiang Liu

Comments: 14 pages, 9 figures, in IEEE Transactions on Medical Imaging

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