Automatic detection of standing dead trees based on improved YOLOv7 from airborne remote sensing imagery
Hongwei Zhou,
Shangxin Wu,
Zihan Xu
et al.
Abstract:Detecting and localizing standing dead trees (SDTs) is crucial for effective forest management and conservation. Due to challenges posed by mountainous terrain and road conditions, conducting a swift and comprehensive survey of SDTs through traditional manual inventory methods is considerably difficult. In recent years, advancements in deep learning and remote sensing technology have facilitated real-time and efficient detection of dead trees. Nevertheless, challenges persist in identifying individual dead tre… Show more
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