方杰｜武汉工程大学｜学者主页

期刊论文

2026

PSO-GhostNet: Lightweight CNN discovery via deep particle search and structured redundancy-aware design

Dian-Wei Wang, Jiaqi Zhang, Jie Fang, Yuan-Qing Li, Da Ai, Jia-Ning Tang

Pattern Recognition

DOI

2026

Fire-Aware Cross-Modal Alignment and Modality-Adaptive Fusion Framework for UAV-Based RGB–Thermal Fire and Smoke Detection

Dian-Wei Wang, Kang Yang, Jie Fang, Yuan-Qing Li, Da Ai, Jia-Peng Yan, Jia-Ning Tang

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

DOI

2025

DEF-Fire: Dynamic Entropy-Guided Fusion for Multi-Modal Aerial Fire and Smoke Detection

Kang Yang, Dian-Wei Wang, Jie Fang, Yuan-Qing Li, Da Ai, Lou-Lin Huang

2025 International Conference on Big Data and Data Mining (BDDM)

DOI

2025

SA-YOLO: a lightweight spectrum-attention collaborative framework for ambiguous smoke object detection

Hao-Yu Ding, Dian-Wei Wang, Jie Fang, Yuan-Qing Li, Da Ai

International Conference on Artificial Intelligence and Pattern Recognition

DOI

2025

Eagle-YOLOv8: UAV Object Detection Inspired by the Eagle-Eye Vision System

Dian-Wei Wang, Zehao Gao, Jie Fang, Yuan-Qing Li, Zhijie Xu

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

DOI

2025

Ada-NAS: a gradient-prescreened and adaptive weight-scheduled evolutionary neural architecture search for image classification

Jiaqi Zhang, Dian-Wei Wang, Jie Fang, Yuan-Qing Li, Da Ai

International Conference on Artificial Intelligence and Pattern Recognition

DOI

2025

Low-light image enhancement for UAVs guided by a light weighted map

Xiaotong Bai, Dian-Wei Wang, Jie Fang, Yuan-Qing Li, Zhi-Jie Xu

Optoelectronics Letters

DOI

2025

TSSE-Net: an underwater image enhancement network combining Lab preprocessing and multiscale shared coding

Yi Yang, Dian-Wei Wang, Jie Fang, Yuan-Qing Li, Da Ai

International Conference on Artificial Intelligence and Pattern Recognition

DOI

2025

Improving UAV Aerial Imagery Detection Method via Superresolution Synergy

Dian-Wei Wang, Zehao Gao, Jie Fang, Yuan-Qing Li, Zhi-Jie Xu

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

DOI

2024

psoResNet: An improved PSO-based residual network search algorithm

Dianwei Wang, Leilei Zhai, Jie Fang, Yuan-Qing Li, Zhi-Jie Xu

Neural Networks

DOI

2024

Spatial Reconstruction Based on Spectral Metric for Hyperspectral Image Classification

Jie Fang, Yulu Zhong, Xiao-Qian Cao, Dian-Wei Wang

IEEE Geoscience and Remote Sensing Letters

DOI

2024

Structured Feature Representation and Unbalanced Category Optimization for CrackDetection

Jiaqiu Guan, Yuting Hang, Jie Fang, Zhijie Zhu

ICON

DOI

2024

LW-YOLOv8: An Lightweight Object Detection Algorithm for UAV Aerial Imagery

Hu Chen, Dian-Wei Wang, Jie Fang, Yuan-Qing Li, Sidi Xu, Zhi-Jie Xu

ICON

DOI

2024

Multi-Object Tracking for Unmanned Aerial Vehicles Based on Multi-Frame Feature Fusion

Jiayin Wen, Dianwei Wang, Jie Fang, Yuan-Qing Li, Zhi-Jie Xu

IEEE International Conference on Acoustics, Speech, and Signal Processing

DOI

2024

Unpaired Multisource Imagery Joint Learning via Lightweight Network for Tread Tire Recognition

Yulu Zhong, Jiasen Wang, Jie Fang

ICON

DOI

2024

Correlation mining of multimodal features based on higher-order partial least squares for emotion recognition in conversations

Yuan-Qing Li, Dian-Wei Wang, Wuwei Wang, Jiao Wang, Jie Fang

Engineering applications of artificial intelligence

DOI

2024

MSFF-FCOS: An object detector based on improved FCOS for UAV aerial images

Sidi Xu, Dian-Wei Wang, Jie Fang, Yuan-Qing Li, Zhi-Jie Xu

ICON

DOI

2024

Low-Light Image Enhancement Algorithm for Unmanned Aerial Vehicle Imagery via Color Distribution

Xiaotong Bai, Dian-Wei Wang, Jie Fang, Yuan-Qing Li, Jiayin Wen, Zhi-Jie Xu

ICON

DOI

2024

Multiple Feature Fusion Based on Hierarchical Constraint for Crack Detection

Junpeng Zhang, Weitao Zhang, Jie Fang

ICON

DOI

2024

MSC-YOLO:Multi-Scale Convolution-Based Object Detection in UAV Imagery

Zehao Gao, Dian-Wei Wang, Jie Fang, Yuan-Qing Li, Zhijie Xu

DOI

2023

基于机器学习的智能排样理论与方法研究

方杰

《华中科技大学》

2022

二维不规则图形排样问题的一种混合求解算法

杜冰，郭晓强，方杰，王朋，饶运清

《锻压技术》

DOI

预印本

2026

Mutual Modality Trust with Lightweight Reconstruction Regularization for Fine-grained Tire Pattern Recognition

Jianning Yang, Jie Fang, Xinda Ma, Zirui Song, Dianwei Wang, Nan Wang

arXiv preprint

方杰

精选作品

期刊论文

PSO-GhostNet: Lightweight CNN discovery via deep particle search and structured redundancy-aware design

Fire-Aware Cross-Modal Alignment and Modality-Adaptive Fusion Framework for UAV-Based RGB–Thermal Fire and Smoke Detection

DEF-Fire: Dynamic Entropy-Guided Fusion for Multi-Modal Aerial Fire and Smoke Detection

SA-YOLO: a lightweight spectrum-attention collaborative framework for ambiguous smoke object detection

Eagle-YOLOv8: UAV Object Detection Inspired by the Eagle-Eye Vision System

Ada-NAS: a gradient-prescreened and adaptive weight-scheduled evolutionary neural architecture search for image classification

Low-light image enhancement for UAVs guided by a light weighted map

TSSE-Net: an underwater image enhancement network combining Lab preprocessing and multiscale shared coding

Improving UAV Aerial Imagery Detection Method via Superresolution Synergy

psoResNet: An improved PSO-based residual network search algorithm

Spatial Reconstruction Based on Spectral Metric for Hyperspectral Image Classification

Structured Feature Representation and Unbalanced Category Optimization for CrackDetection

LW-YOLOv8: An Lightweight Object Detection Algorithm for UAV Aerial Imagery

Multi-Object Tracking for Unmanned Aerial Vehicles Based on Multi-Frame Feature Fusion

Unpaired Multisource Imagery Joint Learning via Lightweight Network for Tread Tire Recognition

Correlation mining of multimodal features based on higher-order partial least squares for emotion recognition in conversations

MSFF-FCOS: An object detector based on improved FCOS for UAV aerial images

Low-Light Image Enhancement Algorithm for Unmanned Aerial Vehicle Imagery via Color Distribution

Multiple Feature Fusion Based on Hierarchical Constraint for Crack Detection

MSC-YOLO:Multi-Scale Convolution-Based Object Detection in UAV Imagery

基于机器学习的智能排样理论与方法研究

二维不规则图形排样问题的一种混合求解算法

预印本

Mutual Modality Trust with Lightweight Reconstruction Regularization for Fine-grained Tire Pattern Recognition

研究方向