Computer Vision and Pattern Recognition

Authors and titles for cs.CV in Mar 2023, skipping first 2750

[2751]  arXiv:2303.15852 (cross-list from eess.IV) [pdf, ps, other]

Title: Exploring Deep Learning Methods for Classification of SAR Images: Towards NextGen Convolutions via Transformers

Authors: Aakash Singh, Vivek Kumar Singh

Comments: 6 pages, 9 figures

Journal-ref: In Advanced Network Technologies and Intelligent Computing Second International Conference, ANTIC 2022, Varanasi, India, December 22 24, 2022, Proceedings, Part II pp. 249 260. Cham Springer Nature Switzerland

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

[2752]  arXiv:2303.15938 (cross-list from eess.IV) [pdf, other]

Title: fRegGAN with K-space Loss Regularization for Medical Image Translation

Authors: Ivo M. Baltruschat, Felix Kreis, Alexander Hoelscher, Melanie Dohmen, Matthias Lenga

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

[2753]  arXiv:2303.16085 (cross-list from eess.IV) [pdf, other]

Title: Whole-body PET image denoising for reduced acquisition time

Authors: Ivan Kruzhilov, Stepan Kudin, Luka Vetoshkin, Elena Sokolova, Vladimir Kokh

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

[2754]  arXiv:2303.16123 (cross-list from eess.IV) [src]

Title: Evaluating the Effectiveness of 2D and 3D Features for Predicting Tumor Response to Chemotherapy

Authors: Neman Abdoli, Ke Zhang, Patrik Gilley, Xuxin Chen, Youkabed Sadri, Theresa C. Thai, Lauren E. Dockery, Kathleen Moore, Robert S. Mannel, Yuchen Qiu

Comments: For Some modifications and error pruning, we need to withdraw the paper

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

[2755]  arXiv:2303.16206 (cross-list from eess.IV) [pdf, other]

Title: Learning Iterative Neural Optimizers for Image Steganography

Authors: Xiangyu Chen, Varsha Kishore, Kilian Q Weinberger

Comments: International Conference on Learning Representations (ICLR) 2023

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

[2756]  arXiv:2303.16242 (cross-list from eess.IV) [pdf, other]

Title: CuNeRF: Cube-Based Neural Radiance Field for Zero-Shot Medical Image Arbitrary-Scale Super Resolution

Authors: Zixuan Chen, Jian-Huang Lai, Lingxiao Yang, Xiaohua Xie

Comments: This paper is accepted by the International Conference on Computer Vision (ICCV) 2023

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

[2757]  arXiv:2303.16320 (cross-list from physics.med-ph) [pdf, ps, other]

Title: SynthRAD2023 Grand Challenge dataset: generating synthetic CT for radiotherapy

Authors: Adrian Thummerer, Erik van der Bijl, Arthur Jr Galapon, Joost JC Verhoeff, Johannes A Langendijk, Stefan Both, Cornelis (Nico) AT van den Berg, Matteo Maspero

Comments: 15 pages, 4 figures, 9 tables, pre-print submitted to Medical Physics - dataset. The training dataset is available on Zenodo at this https URL from April, 1st 2023

Subjects: Medical Physics (physics.med-ph); Computer Vision and Pattern Recognition (cs.CV)

[2758]  arXiv:2303.16609 (cross-list from eess.IV) [pdf, ps, other]

Title: Modified watershed approach for segmentation of complex optical coherence tomographic images

Authors: Maryam Viqar, Violeta Madjarova, Elena Stoykova

Journal-ref: Journal of International Scientific Publications 2022

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

[2759]  arXiv:2303.16903 (cross-list from q-bio.QM) [pdf, other]

Title: Deep Learning-Assisted Localisation of Nanoparticles in synthetically generated two-photon microscopy images

Authors: Rasmus Netterstrøm, Nikolay Kutuzov, Sune Darkner, Maurits Jørring Pallesen, Martin Johannes Lauritzen, Kenny Erleben, Francois Lauze

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

[2760]  arXiv:2303.16904 (cross-list from eess.IV) [pdf, other]

Title: Severity classification of ground-glass opacity via 2-D convolutional neural network and lung CT scans: a 3-day exploration

Authors: Lisa Y.W. Tang

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

[2761]  arXiv:2303.17009 (cross-list from eess.IV) [pdf, other]

Title: A comparative evaluation of image-to-image translation methods for stain transfer in histopathology

Authors: Igor Zingman, Sergio Frayle, Ivan Tankoyeu, Segrey Sukhanov, Fabian Heinemann

Comments: 17 pages, 3 figures, 5 tables, accepted to Medical Imaging with Deep Learning (MIDL) 2023, to be published in Proceedings of Machine Learning Research

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

[2762]  arXiv:2303.17253 (cross-list from eess.IV) [pdf, other]

Title: HDR Imaging with Spatially Varying Signal-to-Noise Ratios

Authors: Yiheng Chi, Xingguang Zhang, Stanley H. Chan

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

[2763]  arXiv:2303.17593 (cross-list from eess.IV) [pdf, other]

Title: Anatomically aware dual-hop learning for pulmonary embolism detection in CT pulmonary angiograms

Authors: Florin Condrea, Saikiran Rapaka, Lucian Itu, Puneet Sharma, Jonathan Sperl, A Mohamed Ali, Marius Leordeanu

Comments: Accepted to Computers in Biology and Medicine journal

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

[2764]  arXiv:2303.17696 (cross-list from cs.CV) [pdf, other]

Title: Dual Cross-Attention for Medical Image Segmentation

Authors: Gorkem Can Ates, Prasoon Mohan, Emrah Celik

Comments: Code: this https URL

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

[2765]  arXiv:2303.17776 (cross-list from q-bio.NC) [pdf, other]

Title: Learning Internal Representations of 3D Transformations from 2D Projected Inputs

Authors: Marissa Connor, Bruno Olshausen, Christopher Rozell

Subjects: Neurons and Cognition (q-bio.NC); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)

[2766]  arXiv:2303.17915 (cross-list from eess.IV) [pdf, other]

Title: Multiple Instance Ensembling For Paranasal Anomaly Classification In The Maxillary Sinus

Authors: Debayan Bhattacharya, Finn Behrendt, Benjamin Tobias Becker, Dirk Beyersdorff, Elina Petersen, Marvin Petersen, Bastian Cheng, Dennis Eggert, Christian Betz, Anna Sophie Hoffmann, Alexander Schlaefer

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

[2767]  arXiv:2303.17941 (cross-list from eess.IV) [pdf, other]

Title: Comparing Adversarial and Supervised Learning for Organs at Risk Segmentation in CT images

Authors: Leonardo Crespi, Mattia Portanti, Daniele Loiacono

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

[2768]  arXiv:2303.17956 (cross-list from eess.IV) [pdf, other]

Title: Ensemble Methods for Multi-Organ Segmentation in CT Series

Authors: Leonardo Crespi, Paolo Roncaglioni, Damiano Dei, Ciro Franzese, Nicola Lambri, Daniele Loiacono, Pietro Mancosu, Marta Scorsetti

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

[2769]  arXiv:2303.18001 (cross-list from eess.IV) [pdf, other]

Title: You Only Train Once: Learning a General Anomaly Enhancement Network with Random Masks for Hyperspectral Anomaly Detection

Authors: Zhaoxu Li, Yingqian Wang, Chao Xiao, Qiang Ling, Zaiping Lin, Wei An

Journal-ref: TGRS 2023

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

[2770]  arXiv:2303.09803 (cross-list from q-bio.NC) [pdf, other]

Title: Covariance properties under natural image transformations for the generalized Gaussian derivative model for visual receptive fields

Authors: Tony Lindeberg

Comments: 38 pages, 14 figures

Journal-ref: Frontiers in Computational Neuroscience 17:1189949, 2023

Subjects: Neurons and Cognition (q-bio.NC); Computer Vision and Pattern Recognition (cs.CV); Image and Video Processing (eess.IV)

[2771]  arXiv:2303.10436 (cross-list from eess.IV) [pdf, other]

Title: FD-Net: An Unsupervised Deep Forward-Distortion Model for Susceptibility Artifact Correction in EPI

Authors: Abdallah Zaid Alkilani, Tolga Çukur, Emine Ulku Saritas

Comments: 20 pages, 11 figures

Journal-ref: Magn Reson Med. 2023; 1-17

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