Image and Video Processing

Authors and titles for recent submissions

• Thu, 21 May 2020
• Wed, 20 May 2020
• Tue, 19 May 2020
• Mon, 18 May 2020
• Fri, 15 May 2020

Thu, 21 May 2020

[1]  arXiv:2005.10052 [pdf, other]

Title: Lung Segmentation from Chest X-rays using Variational Data Imputation

Authors: Raghavendra Selvan, Erik B. Dam, Sofus Rischel, Kaining Sheng, Mads Nielsen, Akshay Pai

Comments: Source code, training data and the trained models are available here: this https URL

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

[2]  arXiv:2005.10045 [pdf]

Title: Sparse data to structured imageset transformation

Authors: Baris Kanber

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

[3]  arXiv:2005.10034 [pdf, other]

Title: Data Consistent CT Reconstruction from Insufficient Data with Learned Prior Images

Authors: Yixing Huang, Alexander Preuhs, Michael Manhart, Guenter Lauritsch, Andreas Maier

Comments: 10 pages, 9 figures

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

[4]  arXiv:2005.09978 [pdf, other]

Title: AutoML Segmentation for 3D Medical Image Data: Contribution to the MSD Challenge 2018

Authors: Oliver Rippel, Leon Weninger, Dorit Merhof

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

[5]  arXiv:2005.09964 [pdf, other]

Title: Iterative Network for Image Super-Resolution

Authors: Yuqing Liu, Shiqi Wang, Jian Zhang, Shanshe Wang, Siwei Ma, Wen Gao

Comments: 12 pages, 14 figures

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

[6]  arXiv:2005.09871 [pdf, ps, other]

Title: Local semi-supervised approach to brain tissue classification in child brain MRI

Authors: Nataliya Portman, Paule-J Toussaint, Alan C. Evans (McConnell Brain Imaging Centre, Montreal Neurological Institute, McGill University, Montreal, QC, Canada)

Comments: This manuscript was written by Nataliya Portman in the end of her postdoctoral tenure in 2014 and reviewed and edited by Paul-J Toussaint. 31 pages including Appendix, 14 figures. arXiv admin note: text overlap with arXiv:2005.03261

Subjects: Image and Video Processing (eess.IV); Machine Learning (stat.ML)

[7]  arXiv:2005.09870 [pdf, other]

Title: Fast Wavelet Decomposition of Linear Operators through Product-Convolution Expansions

Authors: Paul Escande (I2M, CNRS), Pierre Weiss (CNRS)

Subjects: Image and Video Processing (eess.IV); Signal Processing (eess.SP); Numerical Analysis (math.NA)

[8]  arXiv:2005.09829 [pdf, other]

Title: Attention-based network for low-light image enhancement

Authors: Cheng Zhang, Qingsen Yan, Yu zhu, Jinqiu Sun, Yanning Zhang

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

[9]  arXiv:2005.09736 [pdf, other]

Title: Hardware-Accelerated SAR Simulation with NVIDIA-RTX Technology

Authors: Andrew R. Willis, Md Sajjad Hossain, Jamie Godwin

Comments: 17 pages, 7 figures, Algorithms for Synthetic Aperture Radar Imagery XXVII, SPIE Defense + Commercial Sensing 2020

Subjects: Image and Video Processing (eess.IV)

[10]  arXiv:2005.09644 [pdf, ps, other]

Title: A Statistical Model for Imaging Systems

Authors: Jianfeng Zhou

Comments: 17 pages, 4 figures, 1 table

Subjects: Image and Video Processing (eess.IV); Data Analysis, Statistics and Probability (physics.data-an); Optics (physics.optics); Methodology (stat.ME)

[11]  arXiv:2005.10053 (cross-list from cs.CV) [pdf, other]

Title: Map Generation from Large Scale Incomplete and Inaccurate Data Labels

Authors: Rui Zhang, Conrad Albrecht, Wei Zhang, Xiaodong Cui, Ulrich Finkler, David Kung, Siyuan Lu

Comments: This paper is accepted by KDD 2020

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

[12]  arXiv:2005.10033 (cross-list from cs.CV) [pdf, other]

Title: Deep learning with 4D spatio-temporal data representations for OCT-based force estimation

Authors: Nils Gessert, Marcel Bengs, Matthias Schlüter, Alexander Schlaefer

Comments: Accepted for publication in Medical Image Analysis

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

[13]  arXiv:2005.09859 (cross-list from physics.med-ph) [pdf, other]

Title: A deep learning approach for virtual monochromatic spectral CT imaging with a standard single energy CT scanner

Authors: Wei Zhao, Tianling Lyu, Yang Chen, Lei Xing

Comments: 8 pages, 5 figures, 2 tables

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

[14]  arXiv:2005.09808 (cross-list from astro-ph.IM) [pdf, other]

Title: A Sequential Generalized Likelihood Ratio Test for Signal Detection from Photon Counting Images

Authors: Mengya Hu, He Sun, Anthony Harness, N. Jeremy Kasdin

Comments: 9 pages, 6 figures, submitted to Optics Express

Subjects: Instrumentation and Methods for Astrophysics (astro-ph.IM); Image and Video Processing (eess.IV); Signal Processing (eess.SP)

[15]  arXiv:2005.09801 (cross-list from cs.IR) [pdf]

Title: FashionBERT: Text and Image Matching with Adaptive Loss for Cross-modal Retrieval

Authors: Dehong Gao, Linbo Jin, Ben Chen, Minghui Qiu, Yi Wei, Yi Hu, Hao Wang

Comments: 10 pages, to be published in SIGIR20 Industry Track

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

[16]  arXiv:2005.09766 (cross-list from physics.med-ph) [pdf, other]

Title: Self-supervised Dynamic CT Perfusion Image Denoising with Deep Neural Networks

Authors: Dufan Wu, Hui Ren, Quanzheng Li

Comments: 13 pages, 9 figures

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

[17]  arXiv:2005.09727 (cross-list from cs.CV) [pdf, other]

Title: Ventral-Dorsal Neural Networks: Object Detection via Selective Attention

Authors: Mohammad K. Ebrahimpour, Jiayun Li, Yen-Yun Yu, Jackson L. Reese, Azadeh Moghtaderi, Ming-Hsuan Yang, David C. Noelle

Comments: in Proceedings of WACV. arXiv admin note: substantial text overlap with arXiv:2005.07787

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

[18]  arXiv:2005.09635 (cross-list from cs.CV) [pdf, other]

Title: InterFaceGAN: Interpreting the Disentangled Face Representation Learned by GANs

Authors: Yujun Shen, Ceyuan Yang, Xiaoou Tang, Bolei Zhou

Comments: 18 pages, 18 figures, 5 tables. arXiv admin note: text overlap with arXiv:1907.10786

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

Wed, 20 May 2020 (showing first 7 of 20 entries)

[19]  arXiv:2005.09609 [pdf]

Title: Deep learning classification of chest x-ray images

Authors: Mohammad S. Majdi, Khalil N. Salman, Michael F. Morris, Nirav C. Merchant, Jeffrey J. Rodriguez

Comments: 4 pages, 4 figures, 2 tables, conference , SSIAI 2020

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

[20]  arXiv:2005.09459 [pdf]

Title: Advances in Computer Vision in Gastric Cancer: Potential Efficient Tools for Diagnosis

Authors: Yihua Sun

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

[21]  arXiv:2005.09448 [pdf, other]

Title: The Skincare project, an interactive deep learning system for differential diagnosis of malignant skin lesions. Technical Report

Authors: Daniel Sonntag, Fabrizio Nunnari, Hans-Jürgen Profitlich

Comments: 20 pages, 15 figures

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

[22]  arXiv:2005.09377 [pdf, other]

Title: hidden markov random fields and cuckoo search method for medical image segmentation

Authors: EL-Hachemi Guerrout, Ramdane Mahiou, Dominique Michelucci, Boukabene Randa, Ouali Assia

Comments: 5 pages, 2 figures, 8 tables

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

[23]  arXiv:2005.09372 [pdf, other]

Title: Learning to segment clustered amoeboid cells from brightfield microscopy via multi-task learning with adaptive weight selection

Authors: Rituparna Sarkar, Suvadip Mukherjee, Elisabeth Labruyère, Jean-Christophe Olivo-Marin

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

[24]  arXiv:2005.09305 [pdf, other]

Title: AdaptiveWeighted Attention Network with Camera Spectral Sensitivity Prior for Spectral Reconstruction from RGB Images

Authors: Jiaojiao Li, Chaoxiong Wu, Rui Song, Yunsong Li, Fei Liu

Comments: The 1st ranking on the Clean track and the 3rd place only 1.59106e-4 more than the 1st on the Real World track of the NTIRE 2020 Spectral Reconstruction Challenge

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

[25]  arXiv:2005.09228 [pdf, other]

Title: Structural Residual Learning for Single Image Rain Removal

Authors: Hong Wang, Yichen Wu, Qi Xie, Qian Zhao, Yong Liang, Deyu Meng

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

• Thu, 21 May 2020
• Wed, 20 May 2020
• Tue, 19 May 2020
• Mon, 18 May 2020
• Fri, 15 May 2020