A Comprehensive Review of Image Analysis Methods for Microorganism Counting: From Classical Image Processing to Deep Learning Approaches

Jiawei Zhang; Chen Li; Md Mamunur Rahaman; Yudong Yao; Pingli Ma; Jinghua Zhang; Xin Zhao; Tao Jiang; Marcin Grzegorzek

doi:10.1007/s10462-021-10082-4

A Comprehensive Review of Image Analysis Methods for Microorganism Counting: From Classical Image Processing to Deep Learning Approaches

Jiawei Zhang, Chen Li, Md Mamunur Rahaman, Yudong Yao, Pingli Ma, Jinghua Zhang, Xin Zhao, Tao Jiang, Marcin Grzegorzek

Northeastern University China

Original language	English
Journal	Artificial Intelligence Review (Springer, IF: 8.139)
Number of pages	1
ISSN	1573-7462
DOIs	https://doi.org/10.1007/s10462-021-10082-4
Publication status	Published - 01.09.2021

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 3 Good Health and Well-being
SDG 4 Quality Education
SDG 9 Industry, Innovation, and Infrastructure
SDG 11 Sustainable Cities and Communities
SDG 12 Responsible Consumption and Production
SDG 14 Life Below Water
SDG 15 Life on Land

Research Areas and Centers

Centers: Center for Artificial Intelligence Luebeck (ZKIL)

Access to Document

10.1007/s10462-021-10082-4

Cite this

@article{5de2f95c98d04747a8d71aeb770578cb,

title = "A Comprehensive Review of Image Analysis Methods for Microorganism Counting: From Classical Image Processing to Deep Learning Approaches",

author = "Jiawei Zhang and Chen Li and Rahaman, \{Md Mamunur\} and Yudong Yao and Pingli Ma and Jinghua Zhang and Xin Zhao and Tao Jiang and Marcin Grzegorzek",

note = "DOI: https://doi.org/10.1007/s10462-021-10082-410.1007/s10462-021-10082-4",

year = "2021",

month = sep,

day = "1",

doi = "10.1007/s10462-021-10082-4",

language = "English",

journal = "Artificial Intelligence Review (Springer, IF: 8.139)",

issn = "1573-7462",

}

TY - JOUR

T1 - A Comprehensive Review of Image Analysis Methods for Microorganism Counting: From Classical Image Processing to Deep Learning Approaches

AU - Zhang, Jiawei

AU - Li, Chen

AU - Rahaman, Md Mamunur

AU - Yao, Yudong

AU - Ma, Pingli

AU - Zhang, Jinghua

AU - Zhao, Xin

AU - Jiang, Tao

AU - Grzegorzek, Marcin

N1 - DOI: https://doi.org/10.1007/s10462-021-10082-410.1007/s10462-021-10082-4

PY - 2021/9/1

Y1 - 2021/9/1

U2 - 10.1007/s10462-021-10082-4

DO - 10.1007/s10462-021-10082-4

M3 - Journal articles

SN - 1573-7462

JO - Artificial Intelligence Review (Springer, IF: 8.139)

JF - Artificial Intelligence Review (Springer, IF: 8.139)

ER -