Chunxiao Fan
Date of Birth:1990-02-22
Gender:Male
Education Level:With Certificate of Graduation for Doctorate Study
Alma Mater:Xidian University
Scientific Research
Research Field
Expression Recognition
Acceleration for Neural Networks
Hardware/Software Implementation for Deep Learning
My research focuses on the Expression Recognition and the Acceleration for Neural Networks. I have studied on signal/image processing and hardware/software implementation for many years. I am very familiar with the algorithms in micro-expression recognition, image processing, deep learning and their implementation. I have proposed deep-learning based images processing algorithms and their software/hardware acceleration. I got the first prize of Micro-expression Recognition Challenge in ICIP 2020 and Emotional Reactions Sub-Challenge of MuSe 2022 in ACM Multimedia 2022. Thereafter, I will continue my research and the research interests include:
Paper Publications
- A parallel arithmetic for hardware realization of digital filters:Microelectronics Journal,2019
- A novel lossless compression encoding framework for SAR remote sensing images:Signal, Image and Video Processing,2021
- Robust facial expression recognition with global-local joint representation learning:Multimedia Systems,2022
Patents
- No content
Published Books
- No content
Research Projects
- Research on XXX parallel acceleration for XXX Chips,2024-05-31
- Research on Micro reaction Recognition for Universal Psychological Perception,2023-10-31
- Research on Model Compression and VLSI Acceleration for Deep Learning Networks based on Quantization and Encoding,2021-06-30
- Research on Deep Learning based Intra Prediction Encoding and the Acceleration for Deep Neural Networks,2021-12-31