Image and Video Processing

Authors and titles for November 2019

[1] arXiv:1911.00036 (cross-list from eess.IV) [cn-pdf, pdf, other]

Title: Deep learning assessment of breast terminal duct lobular unit involution: towards automated prediction of breast cancer risk Show Chinese title

Title: 乳腺终末导管小叶单位退化深度学习评估：向乳腺癌风险自动化预测迈进

Suzanne C Wetstein, Allison M Onken, Christina Luffman, Gabrielle M Baker, Michael E Pyle, Kevin H Kensler, Ying Liu, Bart Bakker, Ruud Vlutters, Marinus B van Leeuwen, Laura C Collins, Stuart J Schnitt, Josien PW Pluim, Rulla M Tamimi, Yujing J Heng, Mitko Veta

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

[2] arXiv:1911.00045 (cross-list from eess.IV) [cn-pdf, pdf, other]

Title: Variance and Error in One-Step Phase-Retrieval Show Chinese title

Title: 一歩位相復元中的方差和误差

Peter J. Christopher, Timothy D. Wilkinson

Subjects: Image and Video Processing (eess.IV) ; Optics (physics.optics)

[3] arXiv:1911.00127 (cross-list from eess.IV) [cn-pdf, pdf, other]

Title: Automatic Prostate Zonal Segmentation Using Fully Convolutional Network with Feature Pyramid Attention Show Chinese title

Title: 基于特征金字塔注意力的全卷积网络自动前列腺分区分割

Yongkai Liu, Guang Yang, Sohrab Afshari Mirak, Melina Hosseiny, Afshin Azadikhah, Xinran Zhong, Robert E. Reiter, Yeejin Lee, Steven Raman, Kyunghyun Sung

Comments: Has been accepted by IEEE Access

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

[4] arXiv:1911.00140 (cross-list from eess.IV) [cn-pdf, pdf, other]

Title: Modified U-Net (mU-Net) with Incorporation of Object-Dependent High Level Features for Improved Liver and Liver-Tumor Segmentation in CT Images Show Chinese title

Title: 改进的U-Net（mU-Net）结合对象相关高级特征以提高CT图像中肝脏和肝脏肿瘤的分割效果

Hyunseok Seo, Charles Huang, Maxime Bassenne, Ruoxiu Xiao, Lei Xing

Comments: Accept for publication at IEEE Transactions on Medical Imaging

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

[5] arXiv:1911.00143 (cross-list from eess.IV) [cn-pdf, pdf, other]

Title: Multivariate Medians for Image and Shape Analysis Show Chinese title

Title: 多变量中位数在图像和形状分析中的应用

Martin Welk

Comments: Minor corrections, one additional reference

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

[6] arXiv:1911.00282 (cross-list from eess.IV) [cn-pdf, pdf, other]

Title: Semantic Feature Attention Network for Liver Tumor Segmentation in Large-scale CT database Show Chinese title

Title: 大规模CT数据库中肝脏肿瘤分割的语义特征注意力网络

Yao Zhang, Cheng Zhong, Yang Zhang, Zhongchao Shi, Zhiqiang He

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

[7] arXiv:1911.00364 (cross-list from eess.IV) [cn-pdf, pdf, other]

Title: Validation of a deep learning mammography model in a population with low screening rates Show Chinese title

Title: 在低筛查率人群中的深度学习乳腺X线摄影模型验证

Kevin Wu, Eric Wu, Yaping Wu, Hongna Tan, Greg Sorensen, Meiyun Wang, Bill Lotter

Journal-ref: NeurIPS 2019. Fair ML for Health Workshop

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

[8] arXiv:1911.00491 (cross-list from eess.IV) [cn-pdf, pdf, other]

Title: Peak detection for MALDI mass spectrometry imaging data using sparse frame multipliers Show Chinese title

Title: 基于稀疏框架乘子的MALDI质谱成像数据峰值检测

Florian Lieb, Tobias Boskamp, Hans-Georg Stark

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

[9] arXiv:1911.00501 (cross-list from eess.IV) [cn-pdf, pdf, other]

Title: Polarization Discrimination Imaging of objects hidden in turbid media: Detection of weak sinusoids through Stochastic Resonance Show Chinese title

Title: 在浑浊介质中隐藏物体的偏振鉴别成像：通过随机共振检测弱正弦波

Samudra Dasgupta, Jithun Nair, Shauryadipta Sarkar, Ram Mohan Vasu, Gargeshwari Venkatasubbiah Anand

Subjects: Image and Video Processing (eess.IV) ; Optics (physics.optics)

[10] arXiv:1911.00673 (cross-list from eess.IV) [cn-pdf, pdf, other]

Title: Domain Fingerprints for No-reference Image Quality Assessment Show Chinese title

Title: 无参考图像质量评估的领域指纹

Weihao Xia, Yujiu Yang, Jing-Hao Xue, Jing Xiao

Comments: accepted by IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)

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

[11] arXiv:1911.00805 (cross-list from eess.IV) [cn-pdf, pdf, other]

Title: Machine Learning Holography for 3D Particle Field Imaging Show Chinese title

Title: 机器学习全息术用于三维粒子场成像

Siyao Shao, Kevin Mallery, Santosh Kumar, Jiarong Hong

Comments: 12 pages, 7 figures

Subjects: Image and Video Processing (eess.IV) ; Optics (physics.optics)

[12] arXiv:1911.00825 (cross-list from eess.IV) [cn-pdf, pdf, other]

Title: Image Inpainting by Adaptive Fusion of Variable Spline Interpolations Show Chinese title

Title: 基于自适应融合可变样条插值的图像修复

Zahra Nabizadeh, Ghazale Ghorbanzade, Nader Karimi, Shadrokh Samavi

Comments: 5 pages 4 figures

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

[13] arXiv:1911.00879 (cross-list from eess.IV) [cn-pdf, pdf, other]

Title: A low-cost real-time 3D imaging system for contactless asthma observation Show Chinese title

Title: 一种低成本的实时三维成像系统用于非接触式哮喘观察

Sheona M.M.D.P. Sequeira, Beril Sirmacek

Comments: 7 pages

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

[14] arXiv:1911.00904 (cross-list from eess.IV) [cn-pdf, pdf, other]

Title: Digital phase-only holography using deep conditional generative models Show Chinese title

Title: 基于深度条件生成模型的数字纯相全息术

Jannes Gladrow

Comments: 24 pages, 2 tables, and 18 figures (including supplement)

Subjects: Image and Video Processing (eess.IV) ; Computer Vision and Pattern Recognition (cs.CV) ; Computational Physics (physics.comp-ph) ; Optics (physics.optics)

[15] arXiv:1911.00908 (cross-list from eess.IV) [cn-pdf, pdf, other]

Title: Localization of Fetal Head in Ultrasound Images by Multiscale View and Deep Neural Networks Show Chinese title

Title: 基于多尺度视图和深度神经网络的胎儿头部在超声图像中的定位

Zahra Sobhaninia, Ali Emami, Nader Karimi, Shadrokh Samavi

Comments: 5 pages 4 figures

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

[16] arXiv:1911.00909 (cross-list from eess.IV) [cn-pdf, pdf, other]

Title: Gland Segmentation in Histopathological Images by Deep Neural Network Show Chinese title

Title: 基于深度神经网络的组织病理学图像腺体分割

Safiye Rezaei, Ali Emami, Nader Karimi, Shadrokh Samavi

Comments: 5 pages 3 figures

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

[17] arXiv:1911.00999 (cross-list from eess.IV) [cn-pdf, pdf, other]

Title: Echo Planar Time-Resolved Imaging (EPTI) with Subspace Reconstruction and Optimized Spatiotemporal Encoding Show Chinese title

Title: 回波平面时分辨成像（EPTI）结合子空间重建和优化时空编码

Zijing Dong, Fuyixue Wang, Timothy G. Reese, Berkin Bilgic, Kawin Setsompop

Subjects: Image and Video Processing (eess.IV)

[18] arXiv:1911.01062 (cross-list from eess.IV) [cn-pdf, pdf, other]

Title: PGU-net+: Progressive Growing of U-net+ for Automated Cervical Nuclei Segmentation Show Chinese title

Title: PGU-net+: 用于自动宫颈核分割的逐步增长的U-net+

Jie Zhao, Lei Dai, Mo Zhang, Fei Yu, Meng Li, Hongfeng Li, Wenjia Wang, Li Zhang

Comments: MICCAI workshop MMMI2019 Best Student Paper Award

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

[19] arXiv:1911.01126 (cross-list from eess.IV) [cn-pdf, pdf, other]

Title: Automated Estimation of the Spinal Curvature via Spine Centerline Extraction with Ensembles of Cascaded Neural Networks Show Chinese title

Title: 通过级联神经网络集合的脊柱中线提取自动估计脊柱弯曲度

Florian Dubost, Benjamin Collery, Antonin Renaudier, Axel Roc, Nicolas Posocco, Gerda Bortsova, Wiro Niessen, Marleen de Bruijne

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

[20] arXiv:1911.01178 (cross-list from eess.IV) [cn-pdf, pdf, other]

Title: Field of View Extension in Computed Tomography Using Deep Learning Prior Show Chinese title

Title: 基于深度学习先验的计算机断层扫描视场扩展

Yixing Huang, Lei Gao, Alexander Preuhs, Andreas Maier

Comments: Submitted to Bildverarbeitung fuer die Medizin 2020

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

[21] arXiv:1911.01249 (cross-list from eess.IV) [cn-pdf, pdf, other]

Title: AIM 2019 Challenge on Constrained Super-Resolution: Methods and Results Show Chinese title

Title: AIM 2019 非受限超分辨率挑战赛：方法和结果

Kai Zhang, Shuhang Gu, Radu Timofte, Zheng Hui, Xiumei Wang, Xinbo Gao, Dongliang Xiong, Shuai Liu, Ruipeng Gang, Nan Nan, Chenghua Li, Xueyi Zou, Ning Kang, Zhan Wang, Hang Xu, Chaofeng Wang, Zheng Li, Linlin Wang, Jun Shi, Wenyu Sun, Zhiqiang Lang, Jiangtao Nie, Wei Wei, Lei Zhang, Yazhe Niu, Peijin Zhuo, Xiangzhen Kong, Long Sun, Wenhao Wang

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

[22] arXiv:1911.01257 (cross-list from eess.IV) [cn-pdf, pdf, other]

Title: Cross-Scale Residual Network for Multiple Tasks:Image Super-resolution, Denoising, and Deblocking Show Chinese title

Title: 跨尺度残差网络用于多任务：图像超分辨率、去噪和去块

Yuan Zhou, Xiaoting Du, Yeda Zhang, Sun-Yuan Kung

Comments: 11 pages, 11 figures

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

[23] arXiv:1911.01355 (cross-list from eess.IV) [cn-pdf, pdf, other]

Title: Video-based compression for plenoptic point clouds Show Chinese title

Title: 基于视频的光场点云压缩

Li Li, Zhu Li, Shan Liu, Houqiang Li

Comments: 10 pages, 4 figures

Subjects: Image and Video Processing (eess.IV) ; Multimedia (cs.MM)

[24] arXiv:1911.01376 (cross-list from eess.IV) [cn-pdf, pdf, other]

Title: CANet: Cross-disease Attention Network for Joint Diabetic Retinopathy and Diabetic Macular Edema Grading Show Chinese title

Title: CANet：跨疾病注意力网络用于糖尿病视网膜病变和糖尿病黄斑水肿分级

Xiaomeng Li, Xiaowei Hu, Lequan Yu, Lei Zhu, Chi-Wing Fu, Pheng-Ann Heng

Comments: IEEE Transactions on Medical Imaging; code is at https://github.com/xmengli999/CANet

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

[25] arXiv:1911.01458 (cross-list from eess.IV) [cn-pdf, pdf, other]

Title: Dual-domain Cascade of U-nets for Multi-channel Magnetic Resonance Image Reconstruction Show Chinese title

Title: 双域级联的U-网络用于多通道磁共振图像重建

Roberto Souza, Mariana Bento, Nikita Nogovitsyn, Kevin J. Chung, R. Marc Lebel, Richard Frayne

Subjects: Image and Video Processing (eess.IV) ; Machine Learning (cs.LG) ; Medical Physics (physics.med-ph) ; Machine Learning (stat.ML)

[26] arXiv:1911.01477 (cross-list from eess.IV) [cn-pdf, pdf, other]

Title: Evolution-based Fine-tuning of CNNs for Prostate Cancer Detection Show Chinese title

Title: 基于进化算法的CNN前列腺癌检测微调

Khashayar Namdar, Isha Gujrathi, Masoom A. Haider, Farzad Khalvati

Comments: Accepted for the 33rd Conference on Neural Information Processing Systems (NeurIPS 2019), Medical Imaging Meets NEURIPS Workshop

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

[27] arXiv:1911.01591 (cross-list from eess.IV) [cn-pdf, pdf, other]

Title: Graph Regularized Tensor Train Decomposition Show Chinese title

Title: 图正则化张量列车分解

Seyyid Emre Sofuoglu, Selin Aviyente

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

[28] arXiv:1911.01671 (cross-list from eess.IV) [cn-pdf, pdf, other]

Title: Spatial Sparse subspace clustering for Compressive Spectral imaging Show Chinese title

Title: 基于空间稀疏子空间聚类的压缩光谱成像

Jianchen Zhu, Tong Zhang, Shengjie Zhao, Carlos Hinojosa, Zengli Liu, Gonzalo R. Arce

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

[29] arXiv:1911.01734 (cross-list from eess.IV) [cn-pdf, pdf, other]

Title: Robust and Accurate Global Motion Estimation Using the Student-t Distribution Show Chinese title

Title: 基于学生t分布的鲁棒准确全局运动估计

Yifan Zhou, Simon Maskell

Subjects: Image and Video Processing (eess.IV)

[30] arXiv:1911.01738 (cross-list from eess.IV) [cn-pdf, pdf, other]

Title: Weakly Supervised Fine Tuning Approach for Brain Tumor Segmentation Problem Show Chinese title

Title: 弱监督微调方法用于脑肿瘤分割问题

Sergey Pavlov, Alexey Artemov, Maksim Sharaev, Alexander Bernstein, Evgeny Burnaev

Comments: Accepted to IEEE International Conference on Machine Learning and Applications (ICMLA 2019). Typos corrected, images updated

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

[31] arXiv:1911.01816 (cross-list from eess.IV) [cn-pdf, pdf, other]

Title: Detection of vertebral fractures in CT using 3D Convolutional Neural Networks Show Chinese title

Title: 使用三维卷积神经网络在CT中检测椎体骨折

Joeri Nicolaes, Steven Raeymaeckers, David Robben, Guido Wilms, Dirk Vandermeulen, Cesar Libanati, Marc Debois

Comments: 13 pages, 7 figures, pre-print MICCAI CSI

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

[32] arXiv:1911.01877 (cross-list from eess.IV) [cn-pdf, pdf, other]

Title: Out of distribution detection for intra-operative functional imaging Show Chinese title

Title: 术中功能成像的分布外检测

Tim J. Adler, Leonardo Ayala, Lynton Ardizzone, Hannes G. Kenngott, Anant Vemuri, Beat P. Müller-Stich, Carsten Rother, Ullrich Köthe, Lena Maier-Hein

Comments: The final authenticated version is available online at https://doi.org/10.1007/978-3-030-32689-0_8

Journal-ref: Proceedings of the First International Workshop on Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, UNSURE 2019, and the 8th International Workshop on Clinical Image-Based Procedures, CLIP 2019

Subjects: Image and Video Processing (eess.IV) ; Machine Learning (cs.LG) ; Medical Physics (physics.med-ph) ; Machine Learning (stat.ML)

[33] arXiv:1911.01898 (cross-list from eess.IV) [cn-pdf, pdf, other]

Title: 3D Deformable Convolutions for MRI classification Show Chinese title

Title: 3D可变形卷积用于MRI分类

Marina Pominova, Ekaterina Kondrateva, Maksim Sharaev, Sergey Pavlov, Alexander Bernstein, Evgeny Burnaev

Comments: Accepted to IEEE International Conference on Machine Learning and Applications (ICMLA 2019)

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

[34] arXiv:1911.01935 (cross-list from eess.IV) [cn-pdf, pdf, other]

Title: O-Net: A Convolutional Neural Network for Quantitative Photoacoustic Image Segmentation and Oximetry Show Chinese title

Title: O-Net：用于定量光声图像分割和氧饱和度测量的卷积神经网络

Geoffrey P. Luke, Kevin Hoffer-Hawlik, Austin C. Van Namen, Ruibo Shang

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

[35] arXiv:1911.02007 (cross-list from eess.IV) [cn-pdf, pdf, other]

Title: Deep Compressed Pneumonia Detection for Low-Power Embedded Devices Show Chinese title

Title: 低功耗嵌入式设备的深度压缩肺炎检测

Hongjia Li, Sheng Lin, Ning Liu, Caiwen Ding, Yanzhi Wang

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

[36] arXiv:1911.02014 (cross-list from eess.IV) [cn-pdf, pdf, other]

Title: Scribble-based Hierarchical Weakly Supervised Learning for Brain Tumor Segmentation Show Chinese title

Title: 基于涂鸦的分层弱监督学习在脑肿瘤分割中的应用

Zhanghexuan Ji, Yan Shen, Chunwei Ma, Mingchen Gao

Comments: 22nd International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2019) Accept

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

[37] arXiv:1911.02080 (cross-list from eess.IV) [cn-pdf, pdf, other]

Title: Lesson Learnt: Modularization of Deep Networks Allow Cross-Modality Reuse Show Chinese title

Title: 学到的教训：深度网络的模块化允许跨模态重用

Weilin Fu, Lennart Husvogt, Stefan Ploner James G. Fujimoto Andreas Maier

Comments: 6 pages, 3 figures

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

[38] arXiv:1911.02121 (cross-list from eess.IV) [cn-pdf, pdf, other]

Title: GAN-enhanced Conditional Echocardiogram Generation Show Chinese title

Title: 基于GAN的条件式心脏超声生成

Amir H. Abdi, Teresa Tsang, Purang Abolmaesumi

Comments: Workshop of Medical Imaging Meets NeurIPS, NeurIPS 2019

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

[39] arXiv:1911.02222 (cross-list from eess.IV) [cn-pdf, pdf, other]

Title: Semantic Image Completion and Enhancement using Deep Learning Show Chinese title

Title: 基于深度学习的语义图像补全与增强

Vaishnav Chandak, Priyansh Saxena, Manisha Pattanaik, Gaurav Kaushal

Comments: 6 pages, 8 figures. Proceedings of "The 10th International Conference on Computing, Communication and Networking Technologies (ICCCNT)". Conference Proceedings ISBN Number: ISBN: 978-1-5386-5906-9; Link: https://ieeexplore.ieee.org/document/8944750

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

[40] arXiv:1911.02278 (cross-list from eess.IV) [cn-pdf, pdf, other]

Title: Optimization with soft Dice can lead to a volumetric bias Show Chinese title

Title: 带有软Dice的优化可能导致体积偏差

Jeroen Bertels, David Robben, Dirk Vandermeulen, Paul Suetens

Comments: BrainLes Workshop - MICCAI 2019

Journal-ref: LNCS 11992, Springer Nature Switzerland AG 2019

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

[41] arXiv:1911.02360 (cross-list from eess.IV) [cn-pdf, pdf, other]

Title: Reversible Adversarial Attack based on Reversible Image Transformation Show Chinese title

Title: 基于可逆图像变换的可逆对抗攻击

Zhaoxia Yin, Hua Wang, Li Chen, Jie Wang, Weiming Zhang

Comments: 2021 International Workshop on Safety & Security of Deep Learning

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

[42] arXiv:1911.02407 (cross-list from eess.IV) [cn-pdf, pdf, other]

Title: Doppler Spectrum Classification with CNNs via Heatmap Location Encoding and a Multi-head Output Layer Show Chinese title

Title: 基于热图位置编码和多头输出层的卷积神经网络多普勒谱分类

Andrew Gilbert, Marit Holden, Line Eikvil, Mariia Rakhmail, Aleksandar Babic, Svein Arne Aase, Eigil Samset, Kristin McLeod

Comments: copyright 2019 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works

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

[43] arXiv:1911.02448 (cross-list from eess.IV) [cn-pdf, pdf, other]

Title: Automated Left Ventricle Dimension Measurement in 2D Cardiac Ultrasound via an Anatomically Meaningful CNN Approach Show Chinese title

Title: 通过解剖上有意义的卷积神经网络方法在二维心脏超声中自动测量左心室尺寸

Andrew Gilbert, Marit Holden, Line Eikvil, Svein Arne Aase, Eigil Samset, Kristin McLeod

Comments: Best paper award at Smart Ultrasound Imaging Workshop (SUSI) MICCAI 2019

Journal-ref: Smart Ultrasound Imaging and Perinatal, Preterm and Paediatric Image Analysis, LNCS 11978, pp. 29-37, Springer, 2019

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

[44] arXiv:1911.02475 (cross-list from eess.IV) [cn-pdf, pdf, other]

Title: Unimodal-uniform Constrained Wasserstein Training for Medical Diagnosis Show Chinese title

Title: 单峰-均匀约束Wasserstein训练用于医学诊断

Xiaofeng Liu, Xu Han, Yukai Qiao, Yi Ge, Lu Jun

Comments: ICCV VRMI workshop Oral. arXiv admin note: text overlap with arXiv:1911.00962

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

[45] arXiv:1911.02492 (cross-list from eess.IV) [cn-pdf, pdf, other]

Title: Dynamic MRI using deep manifold self-learning Show Chinese title

Title: 使用深度流形自学习的动态MRI

Abdul Haseeb Ahmed, Hemant Aggarwal, Prashant Nagpal, Mathews Jacob

Subjects: Image and Video Processing (eess.IV)

[46] arXiv:1911.02521 (cross-list from eess.IV) [cn-pdf, pdf, other]

Title: Machine Learning Techniques for Biomedical Image Segmentation: An Overview of Technical Aspects and Introduction to State-of-Art Applications Show Chinese title

Title: 机器学习技术在生物医学图像分割中的应用：技术方面概述及最新应用介绍

Hyunseok Seo, Masoud Badiei Khuzani, Varun Vasudevan, Charles Huang, Hongyi Ren, Ruoxiu Xiao, Xiao Jia, Lei Xing

Comments: Accept for publication at Medical Physics

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

[47] arXiv:1911.02660 (cross-list from eess.IV) [cn-pdf, pdf, other]

Title: What Do We Really Need? Degenerating U-Net on Retinal Vessel Segmentation Show Chinese title

Title: 我们需要什么？ 视网膜血管分割上的退化U-Net

Weilin Fu, Katharina Breininger, Zhaoya Pan, Andreas Maier

Comments: 7 pages, 2 figures, submitted in BVM 2020

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

[48] arXiv:1911.02761 (cross-list from eess.IV) [cn-pdf, pdf, other]

Title: Investigations of the Influences of a CNN's Receptive Field on Segmentation of Subnuclei of Bilateral Amygdalae Show Chinese title

Title: 对卷积神经网络感受野对双侧杏仁核亚核分割影响的研究

Han Bao

Comments: 16 pages, 10 figures, ADEIJ journal

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

[49] arXiv:1911.02833 (cross-list from eess.IV) [cn-pdf, pdf, other]

Title: ViSTRA2: Video Coding using Spatial Resolution and Effective Bit Depth Adaptation Show Chinese title

Title: ViSTRA2：使用空间分辨率和有效比特深度自适应的视频编码

Fan Zhang, Mariana Afonso, David R. Bull

Comments: 9 pages

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

[50] arXiv:1911.02945 (cross-list from eess.IV) [cn-pdf, pdf, other]

Title: J-MoDL: Joint Model-Based Deep Learning for Optimized Sampling and Reconstruction Show Chinese title

Title: J-MoDL：用于优化采样和重建的联合模型深度学习

Hemant Kumar Aggarwal, Mathews Jacob

Journal-ref: IEEE Journal of Selected Topics in Signal Processing, 14(6), 2020

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