About me
Hello, Iβm Junfei. Welcome to my homepage.
I was born in 1997 and recently completed my Ph.D. at the National Engineering Center of Robot Visual Perception and Control Technology, Hunan University, under the supervision of Prof. Yaonan Wang, Prof. Jianxu Mao, and Prof. Hui Zhang. From February 2024 to February 2025, I am a visiting student at the University of Technology Sydney (UTS), working under the supervision of Prof. Xiaojun Chang. Now, I am a Postdoctoral Researcher with the School of Artificial Intelligence and Robotics, and the National Engineering Research Center of RVC, Hunan University.
My research interests include image processing, object detection, and knowledge distillation.
π’ News
- ποΈ [2025-10-19] - Honored to be invited as a Keynote Speaker at the 8th CSIG National Conference on Visual Inspection Technologies.
- ποΈ [2025-09-28] - Congratulations! Our patents has been officially granted by the United States Patent and Trademark Office.
- ποΈ [2025-08-09] - Congratulations! Our Paper is accepted to ACM Transactions on Intelligent Systems and Technology .
- ποΈ [2025-07-03] - Congratulations! One Paper is accepted to IEEE Transactions on Industrial Informatics.
- ποΈ [2025-06-26] - Congratulations! our paper CVPT: Cross Visual Prompt Tuning is accepted by ICCV 2025.
π Selected Publications
[2025] Toward Efficient Power Scene Detection via Topology-Preserved Knowledge Distillation
π IEEE Transactions on Industrial Informatics
π Link to Paper
π Keywords: Automated inspection, graph representation, knowledge distillation, power equipment detection, topology preservation
[2025] A Novel Transmission Line Inspection Method Based on the Shape-Aware Features Refinement Network
π IEEE/ASME Transactions on Mechatronics
π Link to Paper
π Keywords: Unmanned aerial vehicle, transmission line inspection, slender object, feature refinement, feature erasure
[2025] Balancing Accuracy and Efficiency With a Multiscale Uncertainty-Aware Knowledge-Based Network for Transmission Line Inspection
π IEEE Transactions on Industrial Informatics
π Link to Paper
π Keywords: Real-world transmission line inspection, knowledge distillation, uncertainty-aware knowledge, multiscale relationship, unmanned aerial vehicles
[2024] FMSD: Focal Multi-scale Shape-feature Distillation Network for Small Fasteners Detection in Electric Power Scene
π IEEE Transactions on Circuits and Systems for Video Technology
π Link to Paper
π Keywords: Small fastener detection, knowledge distillation, shape-sensitive knowledge, and contour-guided distillation
[2023] PSTL-Net: A Patchwise Self-Texture-Learning Network for Transmission Line Inspection
π IEEE Transactions on Instrumentation and Measurement
π Link to Paper
π Keywords: Smart Grid, Object Detection, Self-Texture Learning, Patch-Aware Spatial Attention, Transmission Line Inspection
[2022] Review on the COVID-19 Pandemic Prevention and Control System Based on AI
π Engineering Applications of Artificial Intelligence
π Link to Paper
π Keywords: Artificial intelligence, COVID-19 big data, Intelligent equipment and systems, Intelligent robots
[2022] Pharmaceutical Foreign Particle Detection: An Efficient Method Based on Adaptive Convolution and Multiscale Attention
π IEEE Transactions on Emerging Topics in Computational Intelligence
π Link to Paper
π Keywords: Automatic detection methods, Computational intelligence algorithms, Adaptive convolution, Multiscale attention, Anchor-free