SEM-RCNN: A Squeeze-and-Excitation-Based Mask Region Convolutional Neural Network for Multi-Class Environmental Microorganism Detection
Zhang, Jiawei, Ma, Pingli, Jiang, Tao, Zhao, Xin, Tan, Wenjun, Zhang, Jinghua, Zou, Shuojia, Huang, Xinyu, Grzegorzek, Marcin, Li, Chen
Published in Applied sciences (01.10.2022)
Published in Applied sciences (01.10.2022)
Get full text
Journal Article
Deep learning methods for noisy sperm image classification from convolutional neural network to visual transformer: a comprehensive comparative study
Chen, Ao, Li, Chen, Rahaman, Md Mamunur, Yao, Yudong, Chen, Haoyuan, Yang, Hechen, Zhao, Peng, Hu, Weiming, Liu, Wanli, Zou, Shuojia, Xu, Ning, Grzegorzek, Marcin
Published in Intelligent medicine (01.05.2024)
Published in Intelligent medicine (01.05.2024)
Get full text
Journal Article
A state-of-the-art survey of object detection techniques in microorganism image analysis: from classical methods to deep learning approaches
Ma, Pingli, Li, Chen, Rahaman, Md Mamunur, Yao, Yudong, Zhang, Jiawei, Zou, Shuojia, Zhao, Xin, Grzegorzek, Marcin
Published in The Artificial intelligence review (01.02.2023)
Published in The Artificial intelligence review (01.02.2023)
Get full text
Journal Article
TOD-CNN: An effective convolutional neural network for tiny object detection in sperm videos
Zou, Shuojia, Li, Chen, Sun, Hongzan, Xu, Peng, Zhang, Jiawei, Ma, Pingli, Yao, Yudong, Huang, Xinyu, Grzegorzek, Marcin
Published in Computers in biology and medicine (01.07.2022)
Published in Computers in biology and medicine (01.07.2022)
Get full text
Journal Article
SVIA dataset: A new dataset of microscopic videos and images for computer-aided sperm analysis
Chen, Ao, Li, Chen, Zou, Shuojia, Rahaman, Md Mamunur, Yao, Yudong, Chen, Haoyuan, Yang, Hechen, Zhao, Peng, Hu, Weiming, Liu, Wanli, Grzegorzek, Marcin
Published in Biocybernetics and biomedical engineering (01.01.2022)
Published in Biocybernetics and biomedical engineering (01.01.2022)
Get full text
Journal Article
A Survey of Semen Quality Evaluation in Microscopic Videos Using Computer Assisted Sperm Analysis
Zhao, Wenwei, Ma, Pingli, Chen, Li, Bu, Xiaoning, Zou, Shuojia, Jiang, Tao, Grzegorzek, Marcin
Published in arXiv.org (17.02.2022)
Published in arXiv.org (17.02.2022)
Get full text
Paper
Journal Article
TOD-CNN: An Effective Convolutional Neural Network for Tiny Object Detection in Sperm Videos
Zou, Shuojia, Chen, Li, Sun, Hongzan, Xu, Peng, Zhang, Jiawei, Ma, Pingli, Yao, Yudong, Huang, Xinyu, Grzegorzek, Marcin
Published in arXiv.org (18.04.2022)
Published in arXiv.org (18.04.2022)
Get full text
Paper
Journal Article
A State-of-the-art Survey of Object Detection Techniques in Microorganism Image Analysis: From Classical Methods to Deep Learning Approaches
Ma, Pingli, Chen, Li, Rahaman, Md Mamunur, Yao, Yudong, Zhang, Jiawei, Zou, Shuojia, Zhao, Xin, Grzegorzek, Marcin
Published in arXiv.org (11.04.2022)
Published in arXiv.org (11.04.2022)
Get full text
Paper
Journal Article
A Comparison for Anti-noise Robustness of Deep Learning Classification Methods on a Tiny Object Image Dataset: from Convolutional Neural Network to Visual Transformer and Performer
Chen, Ao, Chen, Li, Chen, Haoyuan, Yang, Hechen, Zhao, Peng, Hu, Weiming, Liu, Wanli, Zou, Shuojia, Grzegorzek, Marcin
Published in arXiv.org (09.06.2021)
Published in arXiv.org (09.06.2021)
Get full text
Paper
Journal Article