Exascale image processing for next-generation beamlines in advanced light sources

被引：18

作者：

Dong, Yuhui ^{[1
]}

Li, Chun ^{[1
]}

Zhang, Yi ^{[1
]}

Li, Pengcheng ^{[1
]}

Qi, Fazhi ^{[1
]}

机构：

[1] Chinese Acad Sci, Inst High Energy Phys, Beijing, Peoples R China

来源：

NATURE REVIEWS PHYSICS | 2022年 / 4卷 / 07期

关键词：

Compendex;

D O I：

10.1038/s42254-022-00465-z

中图分类号：

O59 [应用物理学];

学科分类号：

摘要：

The development of time-resolved, multiscale and multi-modal X-ray imaging techniques at advanced light sources raises challenges on the data processing end - but image processing methods from other research areas will help.

引用

页码：427 / 428

页数：2

共 9 条

[1] VascuViz: a multimodality and multiscale imaging and visualization pipeline for vascular systems biology [J].

Bhargava, Akanksha ;

Monteagudo, Benjamin ;

Kushwaha, Priyanka ;

Senarathna, Janaka ;

Ren, Yunke ;

Riddle, Ryan C. ;

Aggarwal, Manisha ;

Pathak, Arvind P. .

NATURE METHODS, 2022, 19 (02) :242-+

[2] Multimodal image registration and connectivity analysis for integration of connectomic data from microscopy to MRI [J].

Goubran, Maged ;

Leuze, Christoph ;

Hsueh, Brian ;

Aswendt, Markus ;

Ye, Li ;

Tian, Qiyuan ;

Cheng, Michelle Y. ;

Crow, Ailey ;

Steinberg, Gary K. ;

McNab, Jennifer A. ;

Deisseroth, Karl ;

Zeineh, Michael .

NATURE COMMUNICATIONS, 2019, 10 (1)

[3] Self2Self With Dropout: Learning Self-Supervised Denoising From Single Image [J].

Quan, Yuhui ;

Chen, Mingqin ;

Pang, Tongyao ;

Ji, Hui .

2020 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), 2020, :1887-1895

[4] LEARNING TO SCAN: A DEEP REINFORCEMENT LEARNING APPROACH FOR PERSONALIZED SCANNING IN CT IMAGING [J].

Shen, Ziju ;

Wang, Yufei ;

Wu, Dufan ;

Yang, Xu ;

Dong, Bin .

INVERSE PROBLEMS AND IMAGING, 2022, 16 (01) :179-195

[5] Bioinspired multisensory neural network with crossmodal integration and recognition [J].

Tan, Hongwei ;

Zhou, Yifan ;

Tao, Quanzheng ;

Rosen, Johanna ;

van Dijken, Sebastiaan .

NATURE COMMUNICATIONS, 2021, 12 (01)

[6]

Theis L., 2017, PREPRINT, DOI DOI 10.48550/ARXIV.1703.00395

[7]

Toderici G., 2015, PREPRINT, DOI DOI 10.48550/ARXIV.1511.06085

[8] Self-Adaptive Digital Volume Correlation for Unknown Deformation Fields [J].

Wang, B. ;

Pan, B. .

EXPERIMENTAL MECHANICS, 2019, 59 (02) :149-162

[9] Architecture of African swine fever virus and implications for viral assembly [J].

Wang, Nan ;

Zhao, Dongming ;

Wang, Jialing ;

Zhang, Yangling ;

Wang, Ming ;

Gao, Yan ;

Li, Fang ;

Wang, Jingfei ;

Bu, Zhigao ;

Rao, Zihe ;

Wang, Xiangxi .

SCIENCE, 2019, 366 (6465) :640-+

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