WE3.R18.3

FRACTAL MEETS SEMANTICS: PHYSICS-AWARE DISTILLATION FROM FOUNDATION MODELS FOR EDGE-BASED RGB WILDFIRE DETECTION

Taocheng Liu, Xizhuo Wei, University of Electronic Science and Technology of China

Session:
WE3.R18: Forest and Vegetation V Oral

Track:
Land Applications

Location:
Monroe

Presentation Time:
Wednesday, 12 August, 14:15 - 14:30

Session Chair:
Luiz Camara Neto, University of Waterloo
Presentation
Discussion
Resources
No resources available.
Session WE3.R18
WE3.R18.1: NOT ALL DEFORESTATION IS THE SAME: SEGMENTING DEFORESTATION SUBCLASSES IN THE AMAZON
Luiz Camara Neto, University of Waterloo; Jesse Van Griensven The, Lakes Environmental; Roydon Andrew Fraser, University of Waterloo
WE3.R18.2: Automated FVC Monitoring with a Dual-Channel Camera: Algorithm Validation and Analysis
Yuting Xiong, Yunping Chen, Xiao Yi, Letao Zeng, Xinyu Li, Fang Huang, University of Electronic Science and Technology of China
WE3.R18.3: FRACTAL MEETS SEMANTICS: PHYSICS-AWARE DISTILLATION FROM FOUNDATION MODELS FOR EDGE-BASED RGB WILDFIRE DETECTION
Taocheng Liu, Xizhuo Wei, University of Electronic Science and Technology of China
WE3.R18.4: From Orthomosaics to Raw UAV Imagery: Enhancing Palm Detection and Crown-Center Localization
Rongkun Zhu, Hong Kong Baptist University; Kangning Cui, Wake Forest University; Wei Tang, City University of Hong Kong; Rui-Feng Wang, University of Florida; Sarra Alqahtani, Wake Forest University; David Lutz, Colby-Sawyer College; Fan Yang, Wake Forest University; Paul Fine, University of California, Berkeley; Jordan Karubian, Tulane University; Robert Plemmons, Wake Forest University; Jean-Michel Morel, Lingnan University; Victor Pauca, Miles Silman, Wake Forest University
WE3.R18.5: LANDSAT 9 AND SKYBEE-1 FOR ASSESSING EFFECTS OF FOREST DISTURBANCE AND MANAGEMENT ON LST AND MICROCLIMATE: A COMPARISON
Simon Grieger, Georg August University of Göttingen; Susanne Karel, Austrian Research Centre for Forests (BFW); Philipp Koal, Forestry Research and Competence Centre Gotha (FFK), ThüringenForst AöR; Martin Zwanzig, TUD Dresden University of Technology; Birgitta Putzenlechner, Georg August University of Göttingen
Resources
No resources available.