Conference Agenda
Overview and details of the sessions of this conference. Please select a date or location to show only sessions at that day or location. Please select a single session for detailed view (with abstracts and downloads if available).
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STE PS_A7: Parallel Session A7 Location: Room U I7 Session Chair: Karsten Henke, Ilmenau University of Technology Session Chair: Daniel Cotfas, Transilvania University of Brasov Industry Applications | |
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3:06pm - 3:24pm
Work-in-Progress: Evaluating tree height and DBH extraction from Mobile Laser Scanning using Deep Learning Workflow. A Case Study in Postăvaru Mountain Transilvania University of Brasov, Romania Accurate estimation of forest structural parameters is essential for precision forestry, carbon stock modelling, and sustainable management. Traditional manual inventories are labor-intensive and often limited by sampling intensity. This paper evaluates the application of the Forest Structural Complexity Tool (FSCT), a robust automated pipeline, for the segmentation and extraction of dendrometric metrics from high-density LiDAR point clouds. We processed data from four distinct plots located in the Postăvaru and Barzava regions using UAV and Mobile Laser Scanning (MLS) data. The study validates the tool's capability to process datasets from varying sensor sources while highlighting current limitations regarding low-resolution Aerial Laser Scanning (ALS). Results indicate successful segmentation across varying stem densities, with a specific focus on the comparative analysis of geometric volume modeling methods. | |
