Author

Ji-Hong Sun

2 papers indexed here

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Open access Sep 2026

PMDS-YOLO: A Lightweight Deep Learning Model for Non-Destructive Citrus Fruit Diameter Estimation and Quality Grading

Citrus fruit size is a core quality attribute that determines commercial value and market acceptance. In postharvest processing, rapid, accurate, and non-destructive diameter estimation is an essential prerequisite for automated grading, yet existing computer vision methods are difficult to deploy on factory edge devic...

Hang Liu, Zhi-Yong Cao, Zi-Fei Ma et al. · Foods · 0 citations

Open access Sep 2026

Explainable Machine Learning for Exploratory Residual Screening of Electricity-Consumption Disclosures in a Sample of Chinese Listed Firms

Firm-level deviations in reported electricity consumption can help prioritize corporate energy disclosures for verification. This study presents an explainable machine-learning workflow that predicts log-transformed annual electricity consumption from harmonized resource-use variables, firm-size controls, a previously...

Xiao Hu, Tao Yin, Peng Tian et al. · Applied Sciences · 0 citations