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Jianhua Ma

Sun Yat-sen University (SYSU)

SCHOLARLY PAPERS

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Scholarly Papers (2)

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1.

Automated Morphological Classification of Atmospheric Particulate Matter in SEM Images for Environmental Monitoring

Number of pages: 30 Posted: 18 Sep 2025
Jianhua Ma, Yongzhang Zhou, Lu-hao He, Yuqing Zhang and Sneak Peek Administrator
Sun Yat-sen University (SYSU), Sun Yat-sen University (SYSU), Sun Yat-sen University (SYSU), Sun Yat-sen University (SYSU) and Independent
Downloads 44 (1,157,785)

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Atmospheric particulate matter, Morphological classification, Scanning Electron Microscopy, Deep object detection, Multi-source air pollution, Shandong Peninsula

2.

An Artificial Intelligence Workflow for Multi-Mineral Instance Segmentation and Automated Characterization of Heterogeneous Geological Hand Specimens

Number of pages: 34 Posted: 21 May 2026
Lu-hao He, Yongzhang Zhou, Jianhua Ma, Guohui Gao, Jingjing Feng and Yichao Zhao
Sun Yat-sen University (SYSU), Sun Yat-sen University (SYSU), Sun Yat-sen University (SYSU), affiliation not provided to SSRN, affiliation not provided to SSRN and University College London
Downloads 15 (1,518,554)

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Artificial Intelligence, Instance segmentation, Multi-mineral characterization, Geological hand specimens, Quantitative image analysis, Engineering-oriented inspection