Cuihua Professor

• Department: School of Information Engineering
• Gender: female
• BirthDate: 1977年1月
• Career: Professor
• Degree: PhD
• Academic Credentials: PhD
• Graduate School: Xidian University
• Tel: 029-62630027
• Email: huacui@chd.edu.cn
• Address School: Middle Section of South Second Ring Road,Xi’an City,Shaanxi Province
• PostCode School: 710064
• Fax School: 029-62630027
• Office Location: Room 214,School of Information Engineering,Chang’an University
• Education experience:

  2008-06: Department of Applied Mathematics, School of Science, Xidian University, Ph.D.

  2013-06: Completed post-doctoral research at the post-doctoral mobile station Traffic Information and Control, a national key discipline of Chang'an University.

  
  

  
  

Council Member of Shaanxi Institute of Graphics and Image;

Member of Chinese Society of Artificial Intelligence

 The research fields are image analysis, data mining, machine learning, deep learning and its application research in intelligent transportation. The specific research directions are:

1. Prediction and discrimination of vehicle violation and collision behavior under video surveillance

2. Vehicle portrait and vehicle retrieval in video network

3. Rapid prediction and recognition of road congestion

4. Prediction and recognition of pedestrian intrusion on the road

5. Analysis of crowd behavior in public places

6. Ray depending multimodal status information fusion at the target track

7. Facial recognition, facial expression recognition, emotional analysis and its application in smart transportation and smart education

1. Digital image processing and its application in transportation, undergraduate course

2. Data Mining, Master's Course

3. Video analysis, doctoral program

1. The  Ministry of Science and Technology, a major project, a sub-project of key technologies for active safety prevention and control of road network operational risks, All-weather complex scene video and radar integration technology ( SQ2019YFB160023 ) , 2020-01 to 2022-12 , in research, presided over

2.  Shaanxi Provincial Department of Science and Technology, major research and development plan, in-depth analysis of traffic video big data and its comprehensive application in congestion management ( 2018ZDXM-GY-047 ) , 2018-01 to 2020-12 , in research, chairing

3.  Shaanxi Provincial Department of Science and Technology, Natural Science Foundation of China, Research on Multi-granularity Rapid Perception and Early Warning Methods of Traffic Incidents under the Background of Surveillance Video Big Data ( 2015JQ6230 ) , 2015-01 to 2017-12 , completed, chaired

4.  Huayu Education Technology Co., Ltd., horizontal project, big data application development ( 220224190482 ) , 2019-06 to 2019-12 , completed, chaired

5. Shaanxi Provincial Science and Technology Department, Shaanxi Provincial Science and Technology Research Project, Research on Power Amplifier Predistortion Technology Based on Neural Network and PID  Control in High Rate Wireless Sensor Network ( 2011k06-21 ) , 2011-01 to 2014-04 , completed , Host

6.  Ministry of Transport, Science and Technology Project, Research on Safe Operation of Dangerous Goods Transportation and Emergency Response Support Technology ( 213024150167 ) , 2014-01 to 2016-12 , completed, chaired

7.  Zhongzi Highway Maintenance and Inspection Co., Ltd., horizontal project, highway reconstruction project pavement quality monitoring technical consultation ( 220024150235 ) , 2015-05 to 2019-12 , completed, presided over

8. National Natural Science Foundation of China General Project ,Image Back Projection in 3D Space and Vehicle Target Detection and Tracking ( 61572083 ), 2016.01-2019.12, completed, first participant

9. General Project of National Natural Science Foundation of China ,multi-camera linkage traffic target detection and tracking and large-scale spatiotemporal reconstruction ( 62072053 ) , 2021.01-2024.12,   in research, first participant

10. Ministry of Transport, science and technology project, rapid detection and recognition technology of intelligent traffic information in complex environments,  2012.10-2014.12,  completed, first participant

11. Ministry of Science and Technology, National High-Tech Research and Development Plan (863) Project , Research and Engineering Application of Vehicle-Road Cooperative Active Safety Technology Based on Internet of Things ( 2012AA112312 ) , 2012.01-2015.07 , completed, first participant

12. The equipment joint fund project of the Ministry of Education ,real-time perception and reconstruction of the battlefield situation based on the characteristics of bees ( 6141A02022610 ) , 2018.01-2020.12,  completed, first participant

13. The key national research and development program subtasks ,Hong Kong-Zhuhai-Macao Bridge operation and maintenance of intelligent technology integrated application sub-tasks: load real space-time bridge reconstruction , 2019.12-2022.12 , the research, the main participants

14. Research on precise vehicle classification technology based on image 3D variable model, Ph.D. Supervisory Fund, 2013.01-2015.12,  Completed, the first participant

15. A key project of the Natural Science Foundation of Shaanxi Province, accurate classification of vehicles based on 3D variable models and sparse representations in monocular sequences ( 2015JZ018) ,  2015.01-2017.12 , first participant

16. Shaanxi Provincial Department of Science and Technology, Shaanxi Provincial Science and Technology Tackling Plan Project, Research on rapid detection and early warning technology of tunnel fire based on video analysis, 2011-01   to 2014-04 , completed, first participant

17. The energy-saving intelligent path for wireless sensor network selection algorithm research, basic university research center operating expenses Special Fund ( CHD2012JC037 ) , 2011-01 to   2013-12  , Project Leader

18. The OFOM Memory in amplifier predistortion nonlinear system based on neural network technology, basic university research center operating expenses Special Fund (CHD2009JC098) , 2009-01  to  2011-12, the project leader

19. The power amplifier digital baseband adaptive predistortion structure and algorithm research, the National Natural Science Foundation of China ( 60901004 ) , 2009-01  to   2012-12 , the main researchers

20. The combination of peak to average power ratio ( PAPR ) reduction technology predistortion power amplifier pre-distortion technology research and multi-port power amplifier, the Ministry of Education Doctoral Fund (20,090,009,120,037) , 2009-01  to  2012-12, the researchers

1. Hua Cui; Yuan Gege; Ni Liu*; Mingyuan Xu; Huansheng Song；Convolutional neural network for recognizing highway traffic congestion, Journal of Intelligent Transportation Systems: Technology, Planning, and Operations, https://doi.org/10.1080/15472450.2020.1742121. 2019. (SCI  search)

2. Cui Hua*; Liu Xingwang; Han Lixin; Wei Zefa; Road Crack Classification Based on Improved VGG Convolutional Neural Network, Frontiers in Artificial Intelligence and Applications, 2019: 542-547. (EI  search)

3. Hua Cui*; Zefa Wei; Xuan Wang; Xingxing Song; Pannong Li; Huansheng Song; Xiang Ma; Early ramp warning using vehicle behavior analysis, Soft Computing, 2018,22: 1421-1432. (SCI  search)

4. Cui Hua*; Yan Gabeng; Song Huansheng；A Novel Curvelet Thresholding Denoising Method Based on Chi-squared Distribution, Signal, image and video processing, 2015, 9: 491-498. (SCI  search)

5. Cui Hua*; Peng Lingling; Song Huansheng; Wang Guofeng; Li Jiancheng; Guo Lu; Yuan Chao; Dempster-Shafer Multifeature Fusion for Pedestrian Detection, Advances in Mechanical Engineering, 2014, 7(1): 454058-454058. (SCI  search)

6. Hua Cui, Zhao Xiangmo.A Novel NN-Predistorter Learning Method for Nonlinear HPA. Wireless Personal Communications. 2012, 63(2):469-482 (SCI  search：RN306815257)

7. Cui Hua, Zhang Xiao, Song Huansheng. Cascaded multi-feature multi-threshold AdaBoost pedestrian detector. Journal of Traffic and Transportation Engineering. 2015, v15, n2, pp.109-117. (EI search)

8. Cui Hua. Neural Network Power Amplifier Predistortion of OFDM System. Journal of Electronics and Information. 2009, 31(6): 1451-1454. (EI search: 20092812177078).

9. Cui Hua, Zhao Xiangmo, Ai Bo. Memory Nonlinear Power Amplifier BP Neural Network Separation Predistortion Method. Journal of Xidian University. 2010, 37(3): 565-569. (EI search: 20102713062976)

10. Hua Cui. Mathematical Model for Amplitude Distortion in Nonlinear HPA. The 9th International Conference on Electronic Measurement & Instruments.2009, 1(1):155-159. (EI search: 20095112549716)

11. Cui Hua. A new NN predistorter and its algorithm. Journal of Engineering Mathematics. 2009, 26(6): 962-968.

Authorized invention patent (first inventor):

1. A method to distinguish between parked vehicles and dropped objects

2. A night-time vehicle detection and counting method based on inverse projection

3. A vehicle counting method based on three-dimensional trajectory clustering

4. A vehicle detection method based on target feature points

5. A vehicle statistics method based on driving trajectory

6. A pedestrian incident detection method based on shape features and trajectory analysis

Authorized software copyright (first inventor):

1. Automatic counting software for highway vehicles

2. Vehicle-to-road communication database management software

3. Vehicle recognition software based on 3D model matching

4. Facial expression recognition software 

5. Multi-constraint real-time optimal path selection software based on ant colony algorithm

6. Multi-feature fusion pedestrian detection software based on DS evidence theory

(1) 2014.08, Research and development of intelligent monitoring system for road construction dynamic process, third prize of Science and Technology Award of China Highway Society, I ranked fifth

(2) 2021.01, Improved ant colony algorithm for multi-constraint quality optimal path selection, Journal of Xidian University 2020 Best Paper Award

(3) 2021.02, 2020 Outstanding Member of Chinese Society of Artificial Intelligence

2015/11-present, Professor, Department of Transportation Information, School of Information Engineering, Chang'an University;

2012/04-2013/04, Georgia Institute of Technology, Department of Electronic Information and Engineering, Visiting Scholar;

2011/03-2013/06, Chang'an University, National Key Discipline Traffic Information and Control postdoctoral mobile station, postdoctoral;

2010/10-2015/11, Associate Professor, Department of Transportation Information, School of Information Engineering, Chang'an University;

2008/06-2010/9, Lecturer, Department of Transportation Information, School of Information Engineering, Chang'an University;