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方智文
Biomedical Engineering
南方医科大学
广东
Language: 英语, 中文
异常检测
行为分析
模式识别
机器学习
数据挖掘
视频分析
人工智能
计算机视觉
深度学习
图像处理
Areas of Focus
- 行为异常分析
- 行为质量评价
- 注意力评价
- 医学图像分割
Work Experience
- 2017.09 – 2018.09 - 新加坡南洋理工大学 - 博士后
- 2018.10 – 2019.06 - 新加坡ASTAR高性能研究所 - 研究员
- 2019.07 – 至今 - 南方医科大学生物医学工程学院 - 副教授
Academic Background & Achievements
- 2000.09 – 2004.06 学士: 北京航空航天大学自动化学院
- 2005.09 – 2008.01 硕士: 北京航空航天大学自动化学院
- 2012.09 – 2017.03 博士: 华中科技大学自动化学院
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年: 北京市科学技术奖三等奖
- 2022年: 全国大学生生物医学工程创新设计竞赛国家三等奖
- 2021年: 泰迪杯数据挖掘挑战赛国家三等奖
- 2020年: 广东省电子设计大赛三等奖
- 2015年: 全国电子设计大赛国家二等奖
- 2019年: 院级教学比赛一等奖、校级教学比赛三等奖
