许佳炜（办公室副主任）
许佳炜学术简历
许佳炜学术简历
一、个人介绍：
许佳炜 （邮箱：jxulincoln@gmail.com）,2020年起任温州大学计算机与人工智能学院副教授，同时下属于温州大学大数据与信息技术研究院（院长：张笑钦教授）。2008年至2010年,和2011年至2015年，获全额奖学金，分别赴韩国翰林大学和英国林肯大学留学，师从Seop Hyeong Park教授（硕导，韩国翰林大学电子工程系信号处理实验室）和Guo Kun教授（主要博导，英国林肯大学心理学系眼动和行为实验室），分别获得硕士学位和博士学位，随后在英国纽卡斯尔大学担任研究员,在交通人因工程方向下发表多篇IEEE Trans期刊（IEEE-TITS, IEEE-TII,等），申请国家专利5项,软著2项，出版著作3部，参与欧盟FP7, BK21等多项科研项目。
二、研究领域：
交通人因/ Human Factors in Intelligent Transportation
三、实验室设备：
1. 眼动仪/ Eye Track研究领域/Research Interests：er：Gazepoint GP3 HD
2. 驾驶场景操控/ Driving Controller：Logitech G29
3. 脑电设备/8-Channel EEG
4. 深度学习工作站/Working Station：RTX 3080, RTX 3090, Think-Station P330
四、科研项目:
1. 研究员期间课题：英国驾驶与电力革命中心(Driving the Electric Revolution Industrialisation Centres), Grant agreement ID *****, Modelling Situation Awareness for Airbus A320 at cruise status by importing Eye-tracking and EEG multimodal data, 2015-2019, 参与 飞行人因 的研究, 关键词: 飞行情景意识，眼动，EEG多模态数据，X52模拟飞行摇杆
主要科研成果：因涉及英国军方项目，不可以以个人名义对外发表科研工作
2. 博士期间课题2：欧盟FP7 HAZCEPT, Grant agreement ID: 318907,Towards zero road accidents - nature inspired hazard perception， 2013-2017，参与驾驶人因的研究工作，关键词：驾驶员注意力，时空序列性，偏中性，新老驾驶员眼动和操控性为差异化分析。
主要科研成果：IEEE-TITS 2022 & IEEE-TITS 2022 & IEEE-TITS 2021 & IEEE-TITS 2020
3. 博士期间课题1：欧盟FP7 LIVCODE，Grant agreement ID: 295151,Life-like visual information processing for robust collision detection， 2013-2016，参与 基于生物启发性人类视觉搜索模拟 的工作，关键词：生物视觉启发性，注意力模型，眼动注视和扫视
主要科研成果：IEEE-TII, 2019 & Neurocomputing, 2019
4. 硕士期间课题：韩国BK 21 Plus Project, Hallym University, Grant agreement ID HRF-201001-013, 参与图像信息智能处理的工作，关键词：图像处理，信号处理
主要科研成果：Korea MultimediaSociety 2010, IEEE-TMM, 2022
五、科研交流与放学：
1. 2014年访问中科院自动化所/ Secondment to Institute of Automation, Chinese Academy of Sciences, 访问期间导师：刘成林教授
六、科研成果：
主要发表期刊/Selected Publications (仅列举中科院一区二区期刊):
2022
1. Zhishe Wang, Wenyu Shao, Yanlin Chen, Jiawei Xu, Xiaoqin Zhang, “Infrared and Visible Image Fusion via Interactive Compensatory Attention Adversarial Learning”, IEEE Transactions on Multimedia (IEEE-TMM), 投稿审核状态中..
2. Jiawei Xu, Sicheng Pan, Jianxiong Wu, Seop Hyeong Park, and Kun Guo, “Driving-Behavior-in-Loop: Driver Identification and Verification via a Deep Learning Approach using Psychological Behavioral Data,” IEEE Transactions on Intelligent Transportation Systems (IEEE-TITS), 投稿审核状态中.
3. Jiawei Xu, Xiaoqin Zhang , Seop Hyeong Park and Kun Guo, “Left Gaze Bias between LHT and RHT: A Cognitive Eye Movement Recommendation Strategy to Mitigate Human Driving-Related Errors in Left- and Right-Hand Driving,” IEEE Transactions on Intelligent Transportation Systems (IEEE-TITS), 投稿审核状态中.
4. Xing Hu, Zhe Fan, Dawei Zhang, Jiawei Xu, Linhua Jiang, Guoqiang Li and Genke Yang, “TOP-ALCM: A Novel Video Analysis Method for Violence Detection in Crowded Scenes,” Information Science, 606, pp. 313-327, 2022. (中科院一区, SCI TOP期刊)
5. Zhishe Wang, Yuanyuan Wu, Junyao Wang, Jiawei Xu, Wenyu Shao, “Res2Fusion: Infrared and visible image fusion based on dense Res2net and double non-local attention models,” IEEE Transactions on Instrumentation & Measurement (IEEE-TIM), 71, pp. 1-12, 2022. (中科院二区,SCI)
6. Jiawei Xu, Xiaoqin Zhang, Seop Hyeong Park and Kun Guo, “The Alleviation of Perceptual Blindness during Driving in Urban Areas Guided by Saccades Recommendation,” IEEE Transactions on Intelligent Transportation Systems (IEEE-TITS), 2022.
DOI: 10.1109/TITS.2022.3149994 (中科院一区, SCI TOP期刊)
7. Jiawei Xu, Seop Hyeong Park and Xiaoqin Zhang, “The Improvement of Road Driving Safety Guidedby Visual Perceptual Blindness” IEEE Transactions on Intelligent Transportation Systems (IEEE-TITS), 23(6), pp. 4972-4981, 2022. (中科院一区, SCI TOP期刊)
8. Zhishe Wang, Junyao Wang, Yuanyuan Wu, Jiawei Xu, Xiaoqin Zhang, “UNFuision: A unified multi-scale densely connected network for infrared and visible image fusion,” IEEE Transactions on Circuits and Systems for Video Technology (IEEE-TCSVT), 32(6), pp. 3360-3374, 2022. (中科院一区, SCI TOP期刊)
2021
9. Xiaoqin Zhang, Jinxin Wang, Tao Wang, Runhua Jiang, Jiawei Xu, Li Zhao, “Robust feature learning for adversarial defense via hierarchical feature alignment,” Information Sciences, 560, pp. 256-270, 2021.(中科院一区, SCI)
10. Li Zhao, Tao Wang, Pengcheng Huang, Xiaoqin Zhang, Jiawei Xu, “Haze Concentration Adaptive Network for Image Dehazing,” Neurocomputing, 349, pp. 75-85, 2021.(中科院二区, SCI TOP期刊,高被引+热点论文)
2020
11. Jiawei Xu, Seop Hyeong Park and Xiaoqin Zhang, “A Temporally Irreversible Visual Attention Model Based on Motion Sensitive Neurons”, IEEE Transactions on Industrial Informatics (IEEE-TII),16(1), pp. 855-865, 2020. (中科院一区, SCI TOP期刊)
2019
12. Jiawei Xu, Seop Hyeong Park and Xiaoqin Zhang, “A Bio-inspired Motion Sensitive Model andIts Application to Estimating Human Gaze Positions under Classified Driving Conditions,” Neurocomputing, 345, pp. 23 -34, 2019.(中科院二区, SCI TOP期刊)
2017
13. Dongdong Wang, Xinwen Hou, Jiawei Xu, Shigang Yue and Cheng-Lin Liu, “Traffic Sign DetectionUsing a Cascade Method with Fast Feature Extraction and Saliency Test,” IEEE Transactions on Intelligent Transportation Systems (IEEE-TITS), 18(12), pp. 3290-3302,2017.(中科院一区, SCI TOP期刊)
2016及以前
14. Jian Zhang, Jian Yang, Jianqun Qian and Jiawei Xu, “Nearest Orthogonal Matrix Representation for Face Recognition,” Neurocomputing, 151(1), pp.471-480, 2015. (中科院二区, SCI TOP期刊)
15. Jiawei Xu and Shigang Yue, “Mimicking Visual Searching with Integrated Top Down cues and Low-level Features,” Neurocomputing, 133, pp. 1-17, 2014.(中科院二区, SCI TOP期刊)
其余期刊发表(SCI)
2021
16. Chuang Zhang, Xianwen, Sun, Jiawei Xu, Xiaoyu Huang, Guiye Yu and Seop Hyeong Park, “A Generative Adversarial Network to Denoise Depth Maps for Quality,” 16, pp. 2201–2210, Journal of Electrical Engineering & Technology, 2021. (SCI)
2020
17. Zhishe Wang, Jiawei Xu, Xiaolin Jiang, Xiaomei Yan, “Infrared and visible image fusion via hybrid decomposition of NSCT and morphological sequential toggle operator,” OPTIK, 201:163497, 2020. (SCI)
2019
18. Jiawei Xu, Seop Hyeong Park, Xiaoqin Zhang, “Improvement of Viewing Experience on Stereoscopic Image Guided by Human Stereo Vision”, Multimedia Tools and Applications,79, pp. 4377–4394, 2019.(SCI)
19. Jiawei Xu, Kun Guo, Federica Menchinell and Seop Hyeong Park, “Eye Fixation Location Recommendation in Advanced Driver Assistance System,” Journal of Electrical Engineering & Technology, 14(6), pp. 965–978, 2019. (SCI)
20. Chuang Zhang, Jiawei Xu, Xiaoyu Huang, Seop Hyeong Park, “No-Reference Image Quality Assessment Using Independent Component Analysis and Convolutional Neural Network,” Journal of Electrical Engineering & Technology, 14(5),pp. 487-496, 2019. (SCI)
2018
21. Jiawei Xu, Xiaoqin Zhang, Huiling Chen, Jing Li, Jin Zhang, Ling Shao and Gang Wang, “Automatic Analysis of Mircoaneurysms Turnover to Diagnose the Progression of Diabetic Retinopathy”, IEEE Access, 6, pp. 9632 – 9642, 2018. (SCI)
2017
22. Jiawei Xu, Shigang Yue, Federica Menchinell and Kun Guo, “What has been missed for predicting human attention in viewing driving videos?”PeerJ, volume 5, e2946, 2017. (SCI)
2016及以前
23. Jiawei Xu and Shigang Yue, “Building up a Bio-inspired Visual Attention Model by Integrating Top-down Shape Bias and Improved Meanshift Adaptive Segmentation, ” International Journal of Pattern recognition and Artificial Intelligence, 29(4), 1555005, 2015. (SCI)
24. Jiawei Xu, Ruisheng Wang and Shigang Yue, “Bio-inspired Classifier for Road Extraction from Remote Sensing Imagery,” SPIE Journal of Applied Remote Sensing, 8(1), 083577, 2014. (SCI)
25. Jiawei Xu, Shigang Yue and Yuchao Tang, “A Motion Attention Model Based on Rarity Weighting and Motion Cues in Dynamic Scenes,” International Journal of Pattern recognition and Artificial Intelligence, 27(6), 1355009, 2013. (SCI)
主要会议文章/Selected Conference Item：
1. Jiawei Xu and Seop Hyeong Park, “Experiments on Road Extraction from Remote Sensing Images using SVM combined with FCM and MRF”, 한국멀티미디어학회학술발표논문집, pp. 265-268, 2010. (最佳会议论文)
发表专利/Patents：
1. 《一种基于视觉注意力的安全驾驶方法》, 申请号 CN202010081885.8，已授权
2. 《一种基于驾驶员眼动扫视的城市环境下安全驾驶推荐方法》, 申请号：CN202110854240.8
3. 《一种基于AR和LBS技术的社交化教育游戏平台》，申请号：CN202111412847.7
4. 《一种驾驶员注意力区域预测系统》，申请号：CN202210028986.8
5. 《一种驾驶员训练记录装置》, 申请公布号：202122784776.5
发表软著/ Software Copyright：
1. 《基于不同驾驶环境的驾驶员注意力预测平台》, 软件登记号：2021SR1915282
2. 《基于规则之外的虚拟驾驶环境软件》, 软件登记号，2021SR1915283
奖励/ Awards
1. Best Paper in Korean Multimedia Society/韩国多媒体协会最佳论文奖2010
2. Jiawei Xu, “The Alleviation on Perceptual Blindness under Left-handed Traffic Conditions”, UCL Eye Gaze Workshop，2018. 大会优秀报告奖, UCL(英国伦敦大学学院)心理科学系会议.
3. 温州市全球精英引进计划项目, 2021
七、教学工作
教材/Textbooks：
1. 许佳炜，张笑钦，胡众义，《人工智能导论》，清华大学出版社。（教材使用单位，石河子大学，温州大学等）
2. 许佳炜，张笑钦，潘思城，《数据结构(Python版)》，清华大学出版社。
3. 许佳炜，《人机交互：基于Unity的游戏引擎开发》（译），清华大学出版社
课程/Teaching：
1. 秋季学期: 人工智能导论（本科生，留学生）,使用教材《人工智能导论》
Introduction to AI, Freshman Year, Fall Semester
2. 秋季学期：数据结构(实验课)（本科生），使用教材《数据结构(Python版)》
Data Structure, Sophomore Year (Only for Practice), Fall Semester
3. 秋季学期：智能商务和商务智能（本科生三年级，选修课）
Smart Business
4. 春季学期：智能制造技术基础之交通人因（本科生三四年级，选修课）
The Fundamentals of Intelligent Manufacture, Third Year, Spring Semester
5. 春季学期：人机交互（研究生，留学生）
Human-Computer Interaction: Beginning AI Games with Unity，使用教材《人机交互：基于Unity的游戏引擎开发》
硕士生指导/Supervision：
硕士生：YeLee (in Newcastle University，已毕业前往美国读博)
巫健雄，潘思成 （温州大学，在读）
八、社会服务或兼职
1. 外聘兼职顾问，华为科技有限公司，驾驶人因方向
2. 西安电子科技大学，暑期双创周课程– Human Factors and Ergonomics （全英文授课）
3. 浙江省教育厅，中小学教材专家库人选
九、学术兼职
中国人类工效学学会 (http://www.cesbj.org/)会员
