About Me
I am currently a senior undergraduate student at Department of Electronic Engineering, School of Electronic Information, Wuhan University.
I worked in Digital Signal Processing (DSP) Lab of our school, supervised by Dr. Jia Yan and Prof. Cien Fan since 2016. I was a research intern at ISDPR Lab of University of British Columbia, supervised by Prof. Zheng Liu. I was a 2nd Prize winner at 2017 Microsoft Beauty of Programming.
My research interests include computer vision, machine/deep learning and their applications.
News
- [Oct 2018] Presented my paper at ICIP 2018 in Athens, Greece
- [July 2018] As research intern at University of British Columbia, Canada
- [May 2018] One Paper accepted by IEEE International Conference on Image Processing (ICIP 2018)
- [Aug 2017] Win 2nd Prize at Microsoft Beauty of Programming, coverage
Publications
- Xin Fu, Zheng Liu, et al. Towards End-to-end Pulsed Eddy Current Classification and Regression with CNN, 2019 IEEE International Instrumentation and Measurement Technology Conference, submitted
- Xin Fu, Jia Yan, Cien Fan. Image Aesthetics Assessment using Composite Features from Off-the-shelf Deep Models, 2018 IEEE International Conference on Image Processing (ICIP 2018), accepted
- Jia Yan, Jie Li, Xin Fu. No Reference Quality Metric of Contrast Distorted Images using Equalization, Journal of Visual Communication and Image Representation 2018, submitted
Education & Experiences
- Department of Electronic Engineering, School of Electronic Information, Wuhan University, China
Sept. 2015 - July 2019 (Expected) - School of Engineering, University of British Columbia, Canada
July 2018 - Sept. 2018
- Research Assistant, Digital Signal Processing Lab, Wuhan University, China
Since 2016, supervised by Dr. Jia Yan and Prof. Cien Fan. - Research Assistant, ISDPR Lab, University of British Columbia, Canada
Supervised by Prof. Zheng Liu.
Awards & Honors
Contests
- 2nd Prize of Microsoft Beauty of Programming (2/2500, top 0.1%) 2017
- 1st Prize of National Undergraduate Electronic Design Contest, Hubei Prov. (top 1%) 2016 & 2017
- 3rd Prize of National English Competition for College Students (top 5%) 2017
Scholarships
- Yu Gang Scholarship 2016
Rank 1st out of the school - Ruan Liping Scholarship 2017
Rank 4th out of the school
Selected Research Projects
Image Aesthetics Assessment Using Composite Features From off-the-shelf Deep Models
Xin Fu, Jia Yan, Cien Fan
IEEE International Conference on Image Processing (ICIP), 2018 as Presentation
No-Reference Quality Assessment of Contrast-Distorted Images using Contrast Enhancement
Jia Yan, Jie Li, Xin Fu
Journal of Visual Communication and Image Representation, 2018 (Under review)
Artistic Image Generation from Sketch by Using Conditional Adversarial Network and Style Feature Transform
This project helps turn your casual sketches into beautiful artwork automatically, based on Deep Learning image-to-image translation and arbitrary style transfer.
Final project for Digital Image Processing course, supervised by Dr. Jia Yan.
Jun. 2018, Python
Intelligent Chatbot for the University
A chatbot based on natural language processing and machine learning. Won the 2nd Prize (2/1100) in 2017 Beauty of Programming (Microsoft Research Asia & IEEE)
Technical: KBQA-based Model, Image Classification, Caffe Image Aesthetics Analysis Model, Azure Deployment
Aug. 2017, Python, Javascript, C#
Automatic Piloting Quadcopter
Built an autonomous quadcopter control system with machine vision. Won the 1st Prize in 2017 National Undergraduate Electronic Design Contest, Hubei Province
Technical: Cascade PID Controller Algorithm, Real-time Object Tracking based on Image Processing, ARM STM32 board.
Aug. 2017, C, STM32