A Comparative Study of Deep Learning Classification Methods on a Small Environmental Microorganism Image Dataset (EMDS-6): From Convolutional Neural Networks to Visual Transformers
Zhao, Peng, Li, Chen, Rahaman, Md Mamunur, Xu, Hao, Yang, Hechen, Sun, Hongzan, Jiang, Tao, Grzegorzek, Marcin
Published in Frontiers in microbiology (02.03.2022)
Published in Frontiers in microbiology (02.03.2022)
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Journal Article
EMDS-6: Environmental Microorganism Image Dataset Sixth Version for Image Denoising, Segmentation, Feature Extraction, Classification, and Detection Method Evaluation
Zhao, Peng, Li, Chen, Rahaman, Md Mamunur, Xu, Hao, Ma, Pingli, Yang, Hechen, Sun, Hongzan, Jiang, Tao, Xu, Ning, Grzegorzek, Marcin
Published in Frontiers in microbiology (25.04.2022)
Published in Frontiers in microbiology (25.04.2022)
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EMDS-7: Environmental microorganism image dataset seventh version for multiple object detection evaluation
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
Published in Frontiers in microbiology (20.02.2023)
Published in Frontiers in microbiology (20.02.2023)
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Journal Article
Comparative Study for Patch-Level and Pixel-Level Segmentation of Deep Learning Methods on Transparent Images of Environmental Microorganisms: From Convolutional Neural Networks to Visual Transformers
Yang, Hechen, Zhao, Xin, Jiang, Tao, Zhang, Jinghua, Zhao, Peng, Chen, Ao, Grzegorzek, Marcin, Qi, Shouliang, Teng, Yueyang, Li, Chen
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Published in Applied sciences (01.09.2022)
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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
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Published in Intelligent medicine (01.05.2024)
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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
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Published in Biocybernetics and biomedical engineering (01.01.2022)
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The Mediating Roles of Impulsiveness and Maladjustment in the Association of Psychological Resilience with Drug Addiction during Isolated Detoxification
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Published in Substance use & misuse (24.08.2021)
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A Comparative Study of Deep Learning Classification Methods on a Small Environmental Microorganism Image Dataset (EMDS-6): from Convolutional Neural Networks to Visual Transformers
Zhao, Peng, Chen, Li, Rahaman, Md Mamunur, Xu, Hao, Yang, Hechen, Sun, Hongzan, Jiang, Tao, Grzegorzek, Marcin
Published in arXiv.org (03.02.2022)
Published in arXiv.org (03.02.2022)
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Journal Article
A Comparison for Patch-level Classification of Deep Learning Methods on Transparent Environmental Microorganism Images: from Convolutional Neural Networks to Visual Transformers
Yang, Hechen, Chen, Li, Zhang, Jinghua, Zhao, Peng, Chen, Ao, Zhao, Xin, Jiang, Tao, Grzegorzek, Marcin
Published in arXiv.org (21.07.2021)
Published in arXiv.org (21.07.2021)
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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)
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Journal Article
EMDS-6: Environmental Microorganism Image Dataset Sixth Version for Image Denoising, Segmentation, Feature Extraction, Classification and Detection Methods Evaluation
Zhao, Peng, Chen, Li, Rahaman, Md Mamunur, Xu, Hao, Ma, Pingli, Yang, Hechen, Sun, Hongzan, Jiang, Tao, Xu, Ning, Grzegorzek, Marcin
Published in arXiv.org (25.04.2022)
Published in arXiv.org (25.04.2022)
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Paper
Journal Article
EMDS-7: Environmental Microorganism Image Dataset Seventh Version for Multiple Object Detection Evaluation
Yang, Hechen, Chen, Li, Zhao, Xin, Cai, Bencheng, Zhang, Jiawei, Ma, Pingli, Zhao, Peng, Chen, Ao, Jiang, Tao, Sun, Hongzan, Teng, Yueyang, Shouliang Qi, Grzegorzek, Marcin
Published in arXiv.org (28.10.2021)
Published in arXiv.org (28.10.2021)
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