Hongtao Zheng

Real-time fire detection algorithms running on small embedded devices based on MobileNetV3 and YOLOv4

Hongtao Zheng, Junchen Duan, Yu Dong et al. · Fire Ecology · 2023 · 49 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +21

FTA-DETR: An efficient and precise fire detection framework based on an end-to-end architecture applicable to embedded platforms

Hongtao Zheng, Gaoyang Wang, Duo Xiao et al. · Expert Systems with Applications · 2024 · 47 citations

“Is this blueberry ripe?”: a blueberry ripeness detection algorithm for use on picking robots

Yan Liu, Hongtao Zheng, Yonghua Zhang et al. · Frontiers in Plant Science · 2023 · 31 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Null Convolution +22

A lightweight algorithm capable of accurately identifying forest fires from UAV remote sensing imagery

Hongtao Zheng, Sounkalo Dembélé, Yongxin Wu et al. · Frontiers in Forests and Global Change · 2023 · 25 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +19

Lightweight Fall Detection Algorithm Based on AlphaPose Optimization Model and ST-GCN

Hongtao Zheng, Yan Liu · Mathematical Problems in Engineering · 2022 · 23 citations · Full text

Embedded Platform, Convolutional Neural Network, Engineering +18