Pingli Ma
Zhangjiakou Academy of Agricultural Sciences(CN)Northeastern University(CN)
Publications by Year
Research Areas
Cell Image Analysis Techniques, Image Processing Techniques and Applications, Digital Imaging for Blood Diseases, Sperm and Testicular Function, Reproductive Biology and Fertility
Most-Cited Works
- → A comprehensive review of image analysis methods for microorganism counting: from classical image processing to deep learning approaches(2021)180 cited
- → A state-of-the-art survey of object detection techniques in microorganism image analysis: from classical methods to deep learning approaches(2022)104 cited
- → TOD-CNN: An effective convolutional neural network for tiny object detection in sperm videos(2022)40 cited
- → EMDS-6: Environmental Microorganism Image Dataset Sixth Version for Image Denoising, Segmentation, Feature Extraction, Classification, and Detection Method Evaluation(2022)26 cited
- → SEM-RCNN: A Squeeze-and-Excitation-Based Mask Region Convolutional Neural Network for Multi-Class Environmental Microorganism Detection(2022)22 cited
- → A Comprehensive Survey with Quantitative Comparison of Image Analysis Methods for Microorganism Biovolume Measurements(2022)18 cited
- → EMDS-7: Environmental microorganism image dataset seventh version for multiple object detection evaluation(2023)18 cited
- A State-of-the-art Survey of Object Detection Techniques in Microorganism Image Analysis: from Traditional Image Processing and Classical Machine Learning to Current Deep Convolutional Neural Networks and Potential Visual Transformers(2021)
- → EMDS-6: Environmental Microorganism Image Dataset Sixth Version for Image Denoising, Segmentation, Feature Extraction, Classification and Detection Methods Evaluation(2021)2 cited