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PhD Researcher
Mingze Yang 杨明泽
PhD Researcher · Electronic & Electrical Engineering · University of Strathclyde
Hyperspectral Image Analysis · Recognition & Restoration · Computer Vision in Challenging Environments
I am a PhD researcher in Electronic and Electrical Engineering at the University of Strathclyde, Glasgow, working on deep learning for advanced computer vision under challenging environments, with a focus on hyperspectral image analysis, recognition and restoration. Before that, my master’s research at Shanghai University of Engineering Science covered wireless sensing (WiFi gesture recognition) and cross-view image matching between drones and satellites. I am also an independent open-source builder of AI agent tools and enjoy sharing practical AI workflows with the community.
소식
학력
- 2024.03 —PhD, Electronic and Electrical EngineeringUniversity of Strathclyde, Glasgow, UKDeep learning for advanced computer vision under challenging environments; focus: hyperspectral image analysis, recognition and restoration
- 2020.10 — 2023.06MSc, Mechanical Engineering (Mechatronic Engineering)Shanghai University of Engineering ScienceIntelligent wireless sensing, wireless sensor networks, pattern recognition in computer vision; Comprehensive Scholarship, Outstanding Student Leader
- 2015.09 — 2019.06BEng, Mechanical Design, Manufacturing and AutomationShanghai Institute of TechnologyComprehensive Scholarship, Outstanding Student Leader
대표 논문
- IEEE TCSVT
SUES-200: A Multi-Height Multi-Scene Cross-View Image Benchmark Across Drone and Satellite
IEEE Transactions on Circuits and Systems for Video Technology, 2023
- Sensors
경력
- 2023.07 — 2024.03Embedded Software EngineerSAIC Motor — Shanghai SIIC Transportation Electric Co., Ltd.Ripple-based anti-pinch algorithm for window lifters (C/C++); LIN communication software for the anti-pinch module (C, Python)
대회 및 수상
- 2022.10Third Prize (national), 19th China Post-Graduate Mathematical Contest in Modeling (“Optics Valley of China · Huawei Cup”) — team leader
- 2021.05Second Prize (Shanghai), 16th China Graduate Electronics Design Contest — team leader