Multi-focus image fusion for confocal microscopy using U-net regression map

Md Maruf Hossain Shuvo; Yasmin M. Kassim; Filiz Bunyak; Olga V. Glinskii; Leike Xie; Vladislav V. Glinsky; Virginia H. Huxley; Mahesh M. Thakkar; Kannappan Palaniappan

doi:10.1109/ICPR48806.2021.9412122

Multi-focus image fusion for confocal microscopy using U-net regression map

Md Maruf Hossain Shuvo
, Yasmin M. Kassim
, Filiz Bunyak
, Olga V. Glinskii
, Leike Xie
, Vladislav V. Glinsky
, Virginia H. Huxley
, Mahesh M. Thakkar
, Kannappan Palaniappan

University of Missouri-Columbia
University of Missouri

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English
Title of host publication	Proceedings of ICPR 2020 - 25th International Conference on Pattern Recognition
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	4317-4323
Number of pages	7
ISBN (Electronic)	9781728188089
DOIs	https://doi.org/10.1109/ICPR48806.2021.9412122
State	Published - 2020
Externally published	Yes
Event	25th International Conference on Pattern Recognition, ICPR 2020 - Virtual, Milan, Italy Duration: Jan 10 2021 → Jan 15 2021

Publication series

Name	Proceedings - International Conference on Pattern Recognition
ISSN (Print)	1051-4651

Conference

Conference	25th International Conference on Pattern Recognition, ICPR 2020
Country/Territory	Italy
City	Virtual, Milan
Period	1/10/21 → 1/15/21

ASJC Scopus Subject Areas

Computer Vision and Pattern Recognition

Keywords

Convolutional neural network
Hessian
Lymphatics like structures
Multi-focus image fusion
U-Net

Access to Document

10.1109/ICPR48806.2021.9412122

Cite this

Shuvo, M. M. H., Kassim, Y. M., Bunyak, F., Glinskii, O. V., Xie, L., Glinsky, V. V., Huxley, V. H., Thakkar, M. M., & Palaniappan, K. (2020). Multi-focus image fusion for confocal microscopy using U-net regression map. In Proceedings of ICPR 2020 - 25th International Conference on Pattern Recognition (pp. 4317-4323). Article 9412122 (Proceedings - International Conference on Pattern Recognition). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICPR48806.2021.9412122

Multi-focus image fusion for confocal microscopy using U-net regression map. / Shuvo, Md Maruf Hossain; Kassim, Yasmin M.; Bunyak, Filiz et al.
Proceedings of ICPR 2020 - 25th International Conference on Pattern Recognition. Institute of Electrical and Electronics Engineers Inc., 2020. p. 4317-4323 9412122 (Proceedings - International Conference on Pattern Recognition).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Shuvo, MMH, Kassim, YM, Bunyak, F, Glinskii, OV, Xie, L, Glinsky, VV, Huxley, VH, Thakkar, MM & Palaniappan, K 2020, Multi-focus image fusion for confocal microscopy using U-net regression map. in Proceedings of ICPR 2020 - 25th International Conference on Pattern Recognition., 9412122, Proceedings - International Conference on Pattern Recognition, Institute of Electrical and Electronics Engineers Inc., pp. 4317-4323, 25th International Conference on Pattern Recognition, ICPR 2020, Virtual, Milan, Italy, 1/10/21. https://doi.org/10.1109/ICPR48806.2021.9412122

Shuvo MMH, Kassim YM, Bunyak F, Glinskii OV, Xie L, Glinsky VV et al. Multi-focus image fusion for confocal microscopy using U-net regression map. In Proceedings of ICPR 2020 - 25th International Conference on Pattern Recognition. Institute of Electrical and Electronics Engineers Inc. 2020. p. 4317-4323. 9412122. (Proceedings - International Conference on Pattern Recognition). doi: 10.1109/ICPR48806.2021.9412122

@inproceedings{c95fa30eebfa49d283f2399473b1067d,

title = "Multi-focus image fusion for confocal microscopy using U-net regression map",

keywords = "Convolutional neural network, Hessian, Lymphatics like structures, Multi-focus image fusion, U-Net",

author = "Shuvo, \{Md Maruf Hossain\} and Kassim, \{Yasmin M.\} and Filiz Bunyak and Glinskii, \{Olga V.\} and Leike Xie and Glinsky, \{Vladislav V.\} and Huxley, \{Virginia H.\} and Thakkar, \{Mahesh M.\} and Kannappan Palaniappan",

note = "Publisher Copyright: {\textcopyright} 2020 IEEE; 25th International Conference on Pattern Recognition, ICPR 2020 ; Conference date: 10-01-2021 Through 15-01-2021",

year = "2020",

doi = "10.1109/ICPR48806.2021.9412122",

language = "English",

series = "Proceedings - International Conference on Pattern Recognition",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "4317--4323",

booktitle = "Proceedings of ICPR 2020 - 25th International Conference on Pattern Recognition",

}

TY - GEN

T1 - Multi-focus image fusion for confocal microscopy using U-net regression map

AU - Shuvo, Md Maruf Hossain

AU - Kassim, Yasmin M.

AU - Bunyak, Filiz

AU - Glinskii, Olga V.

AU - Xie, Leike

AU - Glinsky, Vladislav V.

AU - Huxley, Virginia H.

AU - Thakkar, Mahesh M.

AU - Palaniappan, Kannappan

PY - 2020

Y1 - 2020

KW - Convolutional neural network

KW - Hessian

KW - Lymphatics like structures

KW - Multi-focus image fusion

KW - U-Net

UR - https://www.scopus.com/pages/publications/85110422878

UR - https://www.scopus.com/pages/publications/85110422878#tab=citedBy

U2 - 10.1109/ICPR48806.2021.9412122

DO - 10.1109/ICPR48806.2021.9412122

M3 - Conference contribution

AN - SCOPUS:85110422878

T3 - Proceedings - International Conference on Pattern Recognition

SP - 4317

EP - 4323

BT - Proceedings of ICPR 2020 - 25th International Conference on Pattern Recognition

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 25th International Conference on Pattern Recognition, ICPR 2020

Y2 - 10 January 2021 through 15 January 2021

ER -

Multi-focus image fusion for confocal microscopy using U-net regression map

Publication series

Conference

ASJC Scopus Subject Areas

Keywords

Access to Document

Other files and links

Fingerprint

Cite this