Computer Vision and Pattern Recognition

Authors and titles for cs.CV in Aug 2022, skipping first 1425

[1426]  arXiv:2208.06353 (cross-list from eess.IV) [pdf, ps, other]

Title: Deep Learning Neural Network for Lung Cancer Classification: Enhanced Optimization Function

Authors: Bhoj Raj Pandit, Abeer Alsadoon, P.W.C. Prasad, Sarmad Al Aloussi, Tarik A. Rashid, Omar Hisham Alsadoon, Oday D. Jerew

Comments: 22pages

Journal-ref: Multimedia Tools and Applications, 2022

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

[1427]  arXiv:2208.06449 (cross-list from eess.IV) [pdf, other]

Title: When CNN Meet with ViT: Towards Semi-Supervised Learning for Multi-Class Medical Image Semantic Segmentation

Authors: Ziyang Wang, Tianze Li, Jian-Qing Zheng, Baoru Huang

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

[1428]  arXiv:2208.06643 (cross-list from eess.IV) [pdf, other]

Title: Recent Progress in Transformer-based Medical Image Analysis

Authors: Zhaoshan Liu, Qiujie Lv, Ziduo Yang, Yifan Li, Chau Hung Lee, Lei Shen

Comments: Computers in Biology and Medicine Accepted

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

[1429]  arXiv:2208.06739 (cross-list from eess.IV) [pdf, ps, other]

Title: Machine Learning Based Radiomics for Glial Tumor Classification and Comparison with Volumetric Analysis

Authors: Sevcan Turk, Kaya Oguz, Mehmet Orman, Emre Caliskan, Yesim Ertan, Erkin Ozgiray, Taner Akalin, Ashok Srinivasan, Omer Kitis

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

[1430]  arXiv:2208.06833 (cross-list from eess.IV) [pdf, ps, other]

Title: Shuffle Instances-based Vision Transformer for Pancreatic Cancer ROSE Image Classification

Authors: Tianyi Zhang, Youdan Feng, Yunlu Feng, Yu Zhao, Yanli Lei, Nan Ying, Zhiling Yan, Yufang He, Guanglei Zhang

Comments: arXiv admin note: substantial text overlap with arXiv:2206.03080

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

[1431]  arXiv:2208.07181 (cross-list from eess.IV) [pdf, ps, other]

Title: One-shot Generative Prior in Hankel-k-space for Parallel Imaging Reconstruction

Authors: Hong Peng, Chen Jiang, Jing Cheng, Minghui Zhang, Shanshan Wang, Dong Liang, Qiegen Liu

Comments: 10 pages,10 figures,7 tables

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

[1432]  arXiv:2208.07202 (cross-list from eess.IV) [pdf, other]

Title: Extraction of Pulmonary Airway in CT Scans Using Deep Fully Convolutional Networks

Authors: Shaofeng Yuan

Comments: 6 pages

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

[1433]  arXiv:2208.07313 (cross-list from eess.IV) [pdf, other]

Title: Task Oriented Video Coding: A Survey

Authors: Daniel Wood

Comments: arXiv admin note: text overlap with arXiv:2201.10162, arXiv:2001.03004, arXiv:2001.03569, arXiv:2110.09241, arXiv:2203.05890, arXiv:2203.05927, arXiv:2106.03511, arXiv:2001.02915, arXiv:2102.01307, arXiv:1812.10067, arXiv:2203.05944, arXiv:2201.02689, arXiv:2105.12653, arXiv:2112.10948, arXiv:1803.05788 by other authors

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

[1434]  arXiv:2208.07314 (cross-list from eess.IV) [pdf, other]

Title: Learn2Trust: A video and streamlit-based educational programme for AI-based medical image analysis targeted towards medical students

Authors: Hanna Siebert, Marian Himstedt, Mattias Heinrich

Comments: 5 pages

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

[1435]  arXiv:2208.07417 (cross-list from eess.IV) [pdf, other]

Title: An Efficient Multi-Scale Fusion Network for 3D Organ at Risk (OAR) Segmentation

Authors: Abhishek Srivastava, Debesh Jha, Elif Keles, Bulent Aydogan, Mohamed Abazeed, Ulas Bagci

Comments: 4 pages, 2 figures, 2 tables

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

[1436]  arXiv:2208.07552 (cross-list from eess.IV) [pdf, ps, other]

Title: Coil2Coil: Self-supervised MR image denoising using phased-array coil images

Authors: Juhyung Park, Dongwon Park, Hyeong-Geol Shin, Eun-Jung Choi, Hongjun An, Minjun Kim, Dongmyung Shin, Se Young Chun, Jongho Lee

Comments: 9 pages, 5figures

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

[1437]  arXiv:2208.07655 (cross-list from eess.IV) [pdf, other]

Title: A Hybrid Deep Feature-Based Deformable Image Registration Method for Pathology Images

Authors: Chulong Zhang, Yuming Jiang, Na Li, Zhicheng Zhang, Md Tauhidul Islam, Jingjing Dai, Lin Liu, Wenfeng He, Wenjian Qin, Jing Xiong, Yaoqin Xie, Xiaokun Liang

Comments: 22 pages, 12 figures. 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); Medical Physics (physics.med-ph)

[1438]  arXiv:2208.07829 (cross-list from eess.IV) [pdf, other]

Title: Diagnosis of COVID-19 disease using CT scan images and pre-trained models

Authors: Faezeh Amouzegar, Hamid Mirvaziri, Mostafa Ghazizadeh-Ahsaee, Mahdi Shariatzadeh

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

[1439]  arXiv:2208.07855 (cross-list from eess.IV) [pdf, ps, other]

Title: Deep Learning for Size and Microscope Feature Extraction and Classification in Oral Cancer: Enhanced Convolution Neural Network

Authors: Prakrit Joshi, Omar Hisham Alsadoon, Abeer Alsadoon, Nada AlSallami, Tarik A. Rashid, P.W.C. Prasad, Sami Haddad

Comments: 21 pages

Journal-ref: Multimed Tools Appl., 2022

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

[1440]  arXiv:2208.08048 (cross-list from eess.IV) [pdf, other]

Title: REGAS: REspiratory-GAted Synthesis of Views for Multi-Phase CBCT Reconstruction from a single 3D CBCT Acquisition

Authors: Cheng Peng, Haofu Liao, S. Kevin Zhou, Rama Chellappa

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

[1441]  arXiv:2208.08155 (cross-list from eess.SP) [pdf, other]

Title: A Monotonicity Constrained Attention Module for Emotion Classification with Limited EEG Data

Authors: Dongyang Kuang, Craig Michoski, Wenting Li, Rui Guo

Comments: A Preprint for the accepted work by MICCAI 2022 workshop: Medical Image Learning with Noisy and Limited Data

Journal-ref: Lecture Notes in Computer Science, vol 13559. Springer (2022)

Subjects: Signal Processing (eess.SP); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)

[1442]  arXiv:2208.08226 (cross-list from eess.IV) [pdf, other]

Title: Auto-segmentation of Hip Joints using MultiPlanar UNet with Transfer learning

Authors: Peidi Xu, Faezeh Moshfeghifar, Torkan Gholamalizadeh, Michael Bachmann Nielsen, Kenny Erleben, Sune Darkner

Comments: Accepted at Medical Image Learning with Limited & Noisy Data (MILLanD), a workshop hosted with the conference on Medical Image Computing and Computer Assisted Interventions (MICCAI) 2022

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

[1443]  arXiv:2208.08284 (cross-list from eess.IV) [pdf, other]

Title: Novel Deep Learning Approach to Derive Cytokeratin Expression and Epithelium Segmentation from DAPI

Authors: Felix Jakob Segerer, Katharina Nekolla, Lorenz Rognoni, Ansh Kapil, Markus Schick, Helen Angell, Günter Schmidt

Comments: Short Paper - MIDL2022 (Medical Imaging with Deep Learning)

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

[1444]  arXiv:2208.08288 (cross-list from eess.IV) [pdf, other]

Title: Deep learning based projection domain metal segmentation for metal artifact reduction in cone beam computed tomography

Authors: Harshit Agrawal, Ari Hietanen, Simo Särkkä

Journal-ref: in IEEE Access, vol. 11, pp.00371-100382, 2023

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

[1445]  arXiv:2208.08315 (cross-list from eess.IV) [pdf, other]

Title: Video-TransUNet: Temporally Blended Vision Transformer for CT VFSS Instance Segmentation

Authors: Chengxi Zeng, Xinyu Yang, Majid Mirmehdi, Alberto M Gambaruto, Tilo Burghardt

Comments: Accepted by International Conference on Machine Vision 2022

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

[1446]  arXiv:2208.08331 (cross-list from eess.IV) [pdf, other]

Title: Leukocyte Classification using Multimodal Architecture Enhanced by Knowledge Distillation

Authors: Litao Yang, Deval Mehta, Dwarikanath Mahapatra, Zongyuan Ge

Comments: Accepted to MICCAI 2022 workshop - MOVI2022

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

[1447]  arXiv:2208.08343 (cross-list from eess.IV) [pdf, other]

Title: Transferability limitations for Covid 3D Localization Using SARS-CoV-2 segmentation models in 4D CT images

Authors: Constantine Maganaris, Eftychios Protopapadakis, Nikolaos Bakalos, Nikolaos Doulamis, Dimitris Kalogeras, Aikaterini Angeli

Comments: arXiv admin note: substantial text overlap with arXiv:2205.02152

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

[1448]  arXiv:2208.08352 (cross-list from eess.IV) [pdf, other]

Title: FCN-Transformer Feature Fusion for Polyp Segmentation

Authors: Edward Sanderson, Bogdan J. Matuszewski

Comments: 16 pages, 4 figures

Journal-ref: In Annual Conference on Medical Image Understanding and Analysis (pp. 892-907). Springer, Cham (2022)

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

[1449]  arXiv:2208.08604 (cross-list from eess.IV) [pdf, other]

Title: Towards Practical Single-shot Phase Retrieval with Physics-Driven Deep Neural Network

Authors: Qiuliang Ye, Li-Wen Wang, Daniel Pak-Kong Lun

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

[1450]  arXiv:2208.08672 (cross-list from eess.SP) [pdf, other]

Title: RRWaveNet: A Compact End-to-End Multi-Scale Residual CNN for Robust PPG Respiratory Rate Estimation

Authors: Pongpanut Osathitporn, Guntitat Sawadwuthikul, Punnawish Thuwajit, Kawisara Ueafuea, Thee Mateepithaktham, Narin Kunaseth, Tanut Choksatchawathi, Proadpran Punyabukkana, Emmanuel Mignot, Theerawit Wilaiprasitporn

Comments: 11 pages, 8 figures

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