Search Constraints
Search Results
-
2020
Journal article
Identifying and mapping individual plants in a highly diverse high-elevation ecosystem using UAV imagery and deep learning
The identification and counting of plant individuals is essential for environmental monitoring. UAV based imagery offer ultra-fine spatial resolution and flexibility in data acquisition, and so provide a great opportunity to enhance current plant and in-situ field surveying. However, accurate mapping of individual plants from UAV imagery remains challenging, given...Zhang, Ce ; Atkinson, Peter M. ; George, Charles ; Wen, Zhaofei ; Diazgranados, Mauricio …
Scale sequence, Multi-scale deep learning , Residual U-Net, Semantic segmentation, and Páramos