A state-of-the-art survey of object detection techniques in microorganism image analysis: from classical methods to deep learning approaches

por Ma, Pingli, Li, Chen, Rahaman, Md Mamunur, Yao, Yudong, Zhang, Jiawei, Zou, Shuojia, Zhao, Xin, Grzegorzek, Marcin
Publicado 2022

A comprehensive review of image analysis methods for microorganism counting: from classical image processing to deep learning approaches

por Zhang, Jiawei, Li, Chen, Rahaman, Md Mamunur, Yao, Yudong, Ma, Pingli, Zhang, Jinghua, Zhao, Xin, Jiang, Tao, Grzegorzek, Marcin
Publicado 2021

A Comprehensive Survey with Quantitative Comparison of Image Analysis Methods for Microorganism Biovolume Measurements

por Zhang, Jiawei, Li, Chen, Rahaman, Md Mamunur, Yao, Yudong, Ma, Pingli, Zhang, Jinghua, Zhao, Xin, Jiang, Tao, Grzegorzek, Marcin
Publicado 2022

EMDS-6: Environmental Microorganism Image Dataset Sixth Version for Image Denoising, Segmentation, Feature Extraction, Classification, and Detection Method Evaluation

por Zhao, Peng, Li, Chen, Rahaman, Md Mamunur, Xu, Hao, Ma, Pingli, Yang, Hechen, Sun, Hongzan, Jiang, Tao, Xu, Ning, Grzegorzek, Marcin
Publicado 2022

EMDS-7: Environmental microorganism image dataset seventh version for multiple object detection evaluation

por Yang, Hechen, Li, Chen, Zhao, Xin, Cai, Bencheng, Zhang, Jiawei, Ma, Pingli, Zhao, Peng, Chen, Ao, Jiang, Tao, Sun, Hongzan, Teng, Yueyang, Qi, Shouliang, Huang, Xinyu, Grzegorzek, Marcin
Publicado 2023