Xin Fu

Undergraduate

fuxin [at] whu.edu.cn

[CV]

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 Prof. 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 2^nd Prize winner at 2017 Microsoft Beauty of Programming.

My research interests include computer vision, machine/deep learning and their applications.

News

[Jan 2019] Paper accepted by IEEE I2MTC 2019
[Oct 2018] Presented my paper at ICIP 2018 in Athens, Greece
[July 2018] As research intern at University of British Columbia, Canada
[May 2018] Paper accepted by IEEE ICIP 2018
[Aug 2017] Win 2^nd 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, accepted
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 - Oct. 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

2^nd Prize of Microsoft Beauty of Programming (2/2500, top 0.1%) 2017
1^st Prize of National Undergraduate Electronic Design Contest, Hubei Prov. (top 1%) 2016 & 2017
3^rd Prize of National English Competition for College Students (top 5%) 2017

Scholarships

Yu Gang Scholarship 2016
Rank 1^st out of the school
Ruan Liping Scholarship 2017
Rank 4^th out of the school

Selected Research Projects

→ See full list

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

PDF [ICIP]

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)

[GitHub]

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

[Demo] [GitHub] [Report]

Intelligent Chatbot for the University

A chatbot based on natural language processing and machine learning. Won the 2^nd 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 1^st 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