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Zhiwen Fang
Biomedical Engineering
Southern Medical University
Guangdong
Language: English, Chinese
Anomaly Detection
Behavior Analysis
Pattern Recognition
Machine Learning
Data Mining
Video Analysis
Ai
Computer Vision
Deep Learning
Image Processing
Areas of Focus
- Anomaly detection
- Action Assessment
- Gaze estimation
- Medical image segmentation
Work Experience
- 2017.09 – 2018.09 - Institute for Media Innovation, Nanyang Technological University, Singapore - Research Fellow
- 2018.10 – 2019.06 - Institute of High-Performance Computing (IHPC), ASTAR, Singapore - Scientist
- 2019.07 – Present - School of Biomedical Engineering, Southern Medical University, Guangzhou, China - Associate Professor
Academic Background & Achievements
- 2000.09 – 2004.06 Bachelor: School of Automation Science and Electrical Engineering, Beihang University
- 2005.09 – 2008.01 Master: School of Automation Science and Electrical Engineering, Beihang University
- 2012.09 – 2017.03 Ph.D.: School of Automation, Huazhong University of Science and Technology
Publications
- GREnet: Gradually REcurrent Network with Curriculum Learning for 2D Medical Image Segmentation, Jinting Wang, Yujiao Tang, Yang Xiao, Joey Tianyi Zhou, Zhiwen Fang, Feng Yang, 2023
- MAT: multianchor visual tracking with selective search region, Zhiwen Fang, Zhiguo Cao, Yang Xiao, Kaicheng Gong, Junsong Yuan, 2022
- Anomaly Detection With Bidirectional Consistency in Videos, Zhiwen Fang, Jiafei Liang, Joey Tianyi Zhou, Yang Xiao, Feng Yang, 2022
- Augmented Video-independent Regularity for Efficient Video Anomaly Detection: An Edge AI Application, Jiafei Liang, Zhou Yue, Feng Yang, Zhiwen Fang, 2022
- Multi-Encoder towards Effective Anomaly Detection in Videos, Zhiwen Fang, Joey Tianyi Zhou, Yang Xiao, Yanan Li, Feng Yang, 2021
- Single-Image Dehazing via Compositional Adversarial Network, Hongyuan Zhu, Yi Cheng, Xi Peng, Joey Tianyi Zhou, Zhao Kang, Shijian Lu, Zhiwen Fang, Liyuan Li, Joo-Hwee Lim, 2021
- Locality-Aware Crowd Counting, Joey Tianyi Zhou, Le Zhang, Du Jiawei, Xi Peng, Zhiwen Fang, Zhe Xiao, Hongyuan Zhu, 2021
- Image Denoising for Efficient Anomaly Detection in Video, Zhiwen Fang, Zhou Yue, Weiyuan Liu, Feng Yang, 2020
- Towards real-time eyeblink detection in the wild: Dataset, theory and practices, Guilei Hu, Yang Xiao, Zhiguo Cao, Lubin Meng, Zhiwen Fang, Joey Tianyi Zhou, 2019
- Understanding Human-Object Interaction in RGB-D videos for Human Robot Interaction, Zhiwen Fang, Junsong Yuan, Nadia Magnenat Thalmann, 2018
- Refine BING using Effective Cascade Ranking, Zhiwen Fang, Zhiguo Cao, Yang Xiao, Hao Lu, 2017
- Towards fine-grained maize tassel flowering status recognition: dataset, theory and practice, Hao Lu, Zhiguo Cao, Yang Xiao, Zhiwen Fang, Yanjun Zhu, 2017
- Adobe Boxes: Locating Object Proposals Using Object Adobes, Zhiwen Fang, Zhiguo Cao, Yang Xiao, Lei Zhu, Junsong Yuan, 2016
- Recognizing the Formations of CVBG Based on Multiviewpoint Context, Chunhua Deng, Zhiguo Cao, Yang Xiao, Yin Chen, Zhiwen Fang, Ruicheng Yan, 2015
- Fine-grained maize tassel trait characterization with multi-view representations, Hao Lu, Zhiguo Cao, Yang Xiao, Zhiwen Fang, 2015
Awards
- 2009: Beijing Science and Technology Award, Third Prize
- 2022: National Third Prize in National College Students Biomedical Engineering Innovation Design Competition
- 2021: National Third Prize in Teddy Cup Data Mining Challenge
- 2020: Third Prize in Guangdong Province Electronic Design Competition
- 2015: National Second Prize in National Electronic Design Competition
- 2019: First Prize in College Teaching Competition, Third Prize in University Teaching Competition
