Pingli Ma

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

Pingli Ma, Chen Li, Md Mamunur Rahaman et al. · Artificial Intelligence Review · 2022 · 101 citations · Full text

Convolutional Neural Network, Image Classification, Machine Vision +13

TOD-CNN: An effective convolutional neural network for tiny object detection in sperm videos

Shuojia Zou, Chen Li, Hongzan Sun et al. · Computers in Biology and Medicine · 2022 · 39 citations

Convolutional Neural Network, Machine Vision, Image Analysis +8

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

Peng Zhao, Chen Li, Md Mamunur Rahaman et al. · Frontiers in Microbiology · 2022 · 24 citations · Full text

SEM-RCNN: A Squeeze-and-Excitation-Based Mask Region Convolutional Neural Network for Multi-Class Environmental Microorganism Detection

Jiawei Zhang, Pingli Ma, Tao Jiang et al. · Applied Sciences · 2022 · 22 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +19

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

Jiawei Zhang, Chen Li, Md Mamunur Rahaman et al. · Archives of Computational Methods in Engineering · 2022 · 18 citations · Full text

Engineering, Quantitative Microbiology, Microscopy +15