Applications of artificial neural networks in microorganism image analysis: a comprehensive review from conventional multilayer perceptron to popular convolutional …
Microorganisms are widely distributed in the human daily living environment. They play an
essential role in environmental pollution control, disease prevention and treatment, and food …
essential role in environmental pollution control, disease prevention and treatment, and food …
Machine learning and deep learning based computational approaches in automatic microorganisms image recognition: methodologies, challenges, and …
Microorganisms or microbes comprise majority of the diversity on earth and are extremely
important to human life. They are also integral to processes in the ecosystem. The process of …
important to human life. They are also integral to processes in the ecosystem. The process of …
[HTML][HTML] Combination of image processing and artificial neural networks as a novel approach for the identification of Bemisia tabaci and Frankliniella occidentalis on …
K Espinoza, DL Valera, JA Torres, A López… - … and Electronics in …, 2016 - Elsevier
Abstract Integrated Pest Management (IPM) lies at the core of the current efforts to reduce
the use of deleterious chemicals in greenhouse agriculture. IPM strategies rely on the early …
the use of deleterious chemicals in greenhouse agriculture. IPM strategies rely on the early …
Automatic segmentation and classification of human intestinal parasites from microscopy images
Human intestinal parasites constitute a problem in most tropical countries, causing death or
physical and mental disorders. Their diagnosis usually relies on the visual analysis of …
physical and mental disorders. Their diagnosis usually relies on the visual analysis of …
[PDF][PDF] Automatic identification of whiteflies, aphids and thrips in greenhouse based on image analysis
J Cho, J Choi, M Qiao, CW Ji, HY Kim, KB Uhm… - Red, 2007 - Citeseer
Automatic identification of the selected pest insects in greenhouse, whiteflies, aphids, and
thrips, was carried out on the specimens collected on yellow sticky traps. Algorithms for …
thrips, was carried out on the specimens collected on yellow sticky traps. Algorithms for …
[HTML][HTML] Ammonium loading disturbed the microbial food webs in biofilms attached to submersed macrophyte Vallisneria natans
L Yan, X Mu, B Han, S Zhang, C Qiu… - Science of The Total …, 2019 - Elsevier
The knowledge about the impacts of ammonium loading on microbial food webs in biofilms
attached to submersed macrophytes is limited. In the present study, Illumina sequencing …
attached to submersed macrophytes is limited. In the present study, Illumina sequencing …
[HTML][HTML] A survey for the applications of content-based microscopic image analysis in microorganism classification domains
C Li, K Wang, N Xu - Artificial Intelligence Review, 2019 - Springer
Microorganisms such as protozoa and bacteria play very important roles in many practical
domains, like agriculture, industry and medicine. To explore functions of different categories …
domains, like agriculture, industry and medicine. To explore functions of different categories …
[HTML][HTML] Activated sludge characterization through microscopy: A review on quantitative image analysis and chemometric techniques
DP Mesquita, AL Amaral, EC Ferreira - Analytica Chimica Acta, 2013 - Elsevier
In wastewater treatment processes, and particularly in activated sludge systems, efficiency is
quite dependent on the operating conditions, and a number of problems may arise due to …
quite dependent on the operating conditions, and a number of problems may arise due to …
[HTML][HTML] Characterization and co-occurrence of microbial community in epiphytic biofilms and surface sediments of wetlands with submersed macrophytes
Y Liu, L Gong, X Mu, Z Zhang, T Zhou… - Science of the Total …, 2020 - Elsevier
Microbes in epiphytic biofilms and surface sediments play crucial roles in the
biogeochemical cycles in wetlands. However, little is known about the compositions of …
biogeochemical cycles in wetlands. However, little is known about the compositions of …
[HTML][HTML] Impacts of water flow on epiphytic microbes and nutrients removal in constructed wetlands dominated by Vallisneria natans with decreasing temperature
X Mu, S Zhang, B Han, Z Hua, D Fu, P Li - Bioresource Technology, 2020 - Elsevier
The mechanisms behind water flow on contaminant removal by a submerged macrophyte-
biofilm complex in surface flow wetlands remain to be fully elucidated. In this study, water …
biofilm complex in surface flow wetlands remain to be fully elucidated. In this study, water …