Haitao Lyu
Richardson,TX
Quote
There is a powerful driving force inside every human being that, once unleashed, can make any vision, dream, or desire a reality.
Tony Robbins
Summary
- Objective: Seeking an internship of Python Engineer | ArcGIS Engineer | GIS Data Analysis | Deep Learning | Remote Sensing during Fall 2024.
- Courses: Spatial Data Science| GIS Theories, Models and Issue| GPS Satellite Surveying Technologies| GIS Pattern Analysis| Machine Learning for Socio-Economic and Geo-Referenced Data| Advanced GIS Data Analysis| GIS Research Design| Geographic Information Systems Fundamentals| Advanced Geographic Information Systems| Advanced Remote Sensing| Internet mapping & information processing.
- Github: https://github.com/lyuhaitao
- LinkedIN: https://www.linkedin.com/in/lyuhaitao
- Google Scholar: https://scholar.google.com/citations?user=twMVVooAAAAJ
- Work Authorization: F-1 VISA
Education
Ph.D. - Geospatial Information Science
The University of Texas At Dallas
Dallas, TX07.2025
Ph.D. - Communication And Information System
Wuhan University
Wuhan, China07.2014
Master of Science - Computer Science And Programming
Huazhong University of Science & Technology
Wuhan, China07.2006
Bachelor of Science - Computer Science
University of Information Science & Technology,
Zhengzhou, China07.2002
Work History
Teaching Assistant
University of Texas at Dallas
Dallas, Texas
01.2021 - Current
- Assisted the courses of Programming for social and Geospatial Science and Advanced Remote Sensing.
- Graded assignments, tests and papers according to teacher instructions.
- Provided one-on-one support for special needs students.
Postdoctoral
University of Alberta
Edmonton, Alberta
04.2016 - 07.2017
- Focus on using data matching algorithms to automatically reduce the redundancy of Health-care data.
- My PI is Witold Pedrycz .
Lecturer, Computer Science
Jiujiang University
Jiujiang, China
07.2014 - 03.2016
- Taught programming courses of Python, C, and Oriented-Object.
Software Engineer
IT Center of Jiujiang University
Jiujiang, China
07.2002 - 09.2003
- Use PowerBuilder and C# to develop information management systems.
Skills
- Programming Languages: Python, R, C#, Java; Operation system: Ubuntu
- Use the library of Geopandas, pandas, numpy to do GIS Data Analysis
Use PyTorch, Torchvision, OpenCV, Keras to implement image classification and object detection
- Use GPyTorch to implement Deep Gaussian Process to do prediction
- Use ArcGIS Pro to do spatial data analysis
Projects
- Powerline Detection from LiDAR Data: https://github.com/lyuhaitao/PowerLineDetection
- Thermal Palette Transformation: https://github.com/lyuhaitao/dji_thermal_sdk
- Small Object Detection Based on Faster RCNN: https://github.com/lyuhaitao/SODT_Deer
- Confidence Interval Prediction Based on GP: https://github.com/lyuhaitao/KAUST_GP
Accomplishments
- 2020,2021,2022 Pioneer Student Research Grants.
- 2021Esri EIP Student of the Year Award
Peer-reviewed publications
- Lü, Haitao, Cao Yin, Zongmin Cui, and Jinhui Hu. "A depth video coding in-loop median filter based on joint weighted sparse representation." Wuhan University Journal of Natural Sciences 21, no. 4 (2016): 351-357. (Write the manuscript, do the experiments, and analyze data)
- Lv, Haitao, Chao Yin, Zongmin Cui, Qin Zhan, and Hongbo Zhou. "Risk assessment of security systems based on entropy theory and the Neyman–Pearson criterion." Reliability Engineering & System Safety 142 (2015): 68-77. (IF=8.1) (Write the manuscript, do the experiments, and analyze data)
- Lv, Haitao, Ruimin Hu, Jun Chen, Zheng He, and Shihong Chen. "Protection Intensity Evaluation for a Security System Based on Entropy Theory." Entropy 15, no. 7 (2013): 2766-2787. (IF=2.7) (Write the manuscript, do the experiments, and analyze data)
Timeline
Teaching Assistant
University of Texas at Dallas
01.2021 - Current
Postdoctoral
University of Alberta
04.2016 - 07.2017
Lecturer, Computer Science
Jiujiang University
07.2014 - 03.2016
Software Engineer
IT Center of Jiujiang University
07.2002 - 09.2003
Ph.D. - Geospatial Information Science
The University of Texas At Dallas
Ph.D. - Communication And Information System
Wuhan University
Master of Science - Computer Science And Programming
Huazhong University of Science & Technology
Bachelor of Science - Computer Science
University of Information Science & Technology,
Similar Profiles
Kylia MurphyKylia Murphy
Test Proctor at University Of Texas At DallasTest Proctor at University Of Texas At Dallas
Micah WashingtonMicah Washington
Academic Advisor II at University of Texas at DallasAcademic Advisor II at University of Texas at Dallas
Javier Alvarez-MoralesJavier Alvarez-Morales
Groundskeeper at University Of Texas At DallasGroundskeeper at University Of Texas At Dallas