SIGMA Research Group emblemSIGMA Lab

Member profile

M.Sc. Trang Ngoc Huyen Tran

Member

Portrait of Trang Ngoc Huyen Tran

M.Sc. Trang Ngoc Huyen Tran

Member

Affiliation
Lecturer, Department of Cartography and Geographic Information, Faculty of Geodesy, Cartography and Civil Engineering
Year of birth:
1985
Email:
tnhtrang@hcmunre.edu.vn

Research directions of the group

Research indicators

International papers
7

Education

M.Sc. in Geodesy and Cartography (2015).

Fields of expertise

  • UAV and remote sensing
  • Deep learning for object extraction
  • WebGIS
  • Map generalisation

Personal research interests

  • UAV imagery and deep learning for large-scale mapping and data production
  • Tree crown extraction and urban carbon sequestration estimation from UAV-derived CHM
  • Building footprint extraction from UAV imagery for urban digital transformation
  • Automated map generalisation workflow based on the AGENT protocol

Selected achievements

  • Seven Scopus/ESCI publications on UAV, deep learning and WebGIS for urban management
  • Handheld LiDAR for tree detection and measurement in Da Lat pine forest

Publication list

7 publications

  • Application of Handheld LiDAR Technology in Tree Detection and Measurement: A Case Study of Pine Forest in Da Lat, Lam Dong Province, Vietnam

    Tran Ngoc Huyen Trang, Phan Nguyen Viet, Nguyen Ngoc Bang, Nguyen Huu Duc, Le Van Trung, Vo Le Phu

    IOP Conference Series: Earth and Environmental Science, Vol. 1633, 2026

    • Conference paper
    • Indexed in Scopus

  • Enhancing the Urban Agglomeration Management Effectiveness combining UAVs, Deep Learning, and WebGIS in Ho Chi Minh City, Vietnam

    Tran Ngoc Huyen Trang, Le Van Trung, Vo Le Phu

    Geomatics and Environmental Engineering, 20(5), 2026

    • Journal article
    • Indexed in ESCI

  • Estimating carbon sequestration in urban trees using UAV-derived CHM and Deep Learning-based crown extraction: A climate-responsive greenery planning approach

    Tran Ngoc Huyen Trang, Le Van Trung, Vo Le Phu

    Lecture Notes in Civil Engineering (Springer), GIS IDEAS 2026, 2026

    • Conference paper
    • Indexed in Scopus

  • Extracting building footprints from UAV imagery for urban digital transformation in Ho Chi Minh City

    Tran Ngoc Huyen Trang, Le Van Trung, Vo Le Phu

    Journal of People, Plants, and Environment, 29(1), 2026

    • Journal article
    • Indexed in Scopus

  • Opportunities and Challenges of UAV Application in Urban Management

    Le Van Trung, Vo Le Phu, Tran Ngoc Huyen Trang, Ha Quang Khai

    Springer, 2024

    • Conference paper
    • Indexed in Scopus

  • Solutions to enhance the accuracy of UAV's images for creating extremely large-scale maps in urban area

    Tran Ngoc Huyen Trang, Le Van Trung, Vo Le Phu

    IOP Conference Series: Earth and Environmental Science, Vol. 1391, 1-11, 2024

    • Conference paper
    • Indexed in Scopus

  • Webbing 3D map from UAV images in Da Lat City, Lam Dong Province

    Tran Ngoc Huyen Trang, Le Van Trung, Vo Le Phu

    IOP Conference Series: Earth and Environmental Science, Vol. 1391, 1-10, 2024

    • Conference paper
    • Indexed in Scopus

Projects

No project has been linked to this member yet.

Back to the member list