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About Me

Introduction

    My name is Yu Yuan (袁煜). I am a first-year Ph.D. student in the Intelligent Imaging Lab (i2Lab), School of Electrical and Computer Engineering, Purdue University, under the supervision of Prof. Stanley H. Chan. Prior to this, I obtained my M.S. degree and B.E. degree from Shanghai Jiao Tong University (SJTU) in 2023 and 2020 respectively.

   My research interests encompass image processing and machine learning, with a particular emphasis on applications related to computational photography.

Selected Research

  1. Yu Yuan, Jiaqi Wu, Lindong Wang, Zhongliang Jing, Henry Leung, Shuyuan Zhu, Han Pan. Learning to Kindle the Starlight. arXiv

  2. Yu Yuan, Jiaqi Wu, Zhongliang Jing, Henry Leung, Han Pan. Ghost-free High Dynamic Range Imaging via Dual-input Hybrid CNN-Transformer and Structure Tensor. IEEE Signal Processing Letters (SPL) [In revision] arXiv

  3. Yu Yuan, Jiaqi Wu, Zhongliang Jing, Henry Leung, Han Pan. Multimodal Image Fusion based on Hybrid CNN-Transformer and Non-local Cross-modal Attention. arXiv

Projects

  1. A Underwater Binocular Multi-exposure Imaging System

  2. Ultra-wideband-based Cooperative Multi-UAV Positioning Technology

  3. A Modular Custom Aviation Model Design for Tyros

Patent

A trajectory solving and alignment method based on inertial guidance and ultra-short baseline positioning sensors for autonomous underwater robots. CN202210548232.5

Honors and Awards

  1. Ivy League Scholarship for Exceptional Students (Innovation)

  2. China Space Foundation: Guoqiang Aerospace Scholarship

  3. National Encouragement Scholarship

  4. Outstanding Undergraduate of Shanghai Jiao Tong University

  5. Shanghai International Creators Competition: Special Competition of Drones

  6. DELL AI for Social Innovation Competition: AI/ADAS of Intelligent Cart