Xin Zhao

A New Pairwise Deep Learning Feature For Environmental Microorganism Image Analysis pdf

Kimiaki Shirahama, Marcin Grzegorzek, Chen Li, 2021, ArXiv.

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 pdf

Marcin Grzegorzek, Chen Li, Md Mamunur Rahaman, 2021, ArXiv.

A Comparison for Patch-level Classification of Deep Learning Methods on Transparent Images: from Convolutional Neural Networks to Visual Transformers pdf

Marcin Grzegorzek, Chen Li, Peng Zhao, 2021, ArXiv.

A Comparison for Patch-level Classification of Deep Learning Methods on Transparent Environmental Microorganism Images: from Convolutional Neural Networks to Visual Transformers

Marcin Grzegorzek, Chen Li, Jinghua Zhang, 2021, 2106.11582.

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

Marcin Grzegorzek, Chen Li, Shouliang Qi, 2021, Frontiers in Microbiology.

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

Tao Jiang, Marcin Grzegorzek, Chen Li, 2021, Artificial Intelligence Review.