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When Deep Learning Meets Geometry for Air-to-Ground Perception on Drones

This special issue primarily focuses on the application of deep learning methods in the field of drones. In areas such as drone control, communication and image processing, techniques based on deep learning have significantly outperformed traditional approaches. Our goal is to reveal the potential a...

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Format: Online
Language:English
Published: MDPI - Multidisciplinary Digital Publishing Institute 2025
Subjects:
Object detection
Object tracking
Visual slam
Object localization
thema EDItEUR::M Medicine and Nursing::MJ Clinical and internal medicine::MJC Diseases and disorders::MJCL Oncology
thema EDItEUR::P Mathematics and Science
Online Access:ONIX_20250220_9783725825073_307
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Summary:This special issue primarily focuses on the application of deep learning methods in the field of drones. In areas such as drone control, communication and image processing, techniques based on deep learning have significantly outperformed traditional approaches. Our goal is to reveal the potential and prospects of these cutting-edge technologies. In this issue, leading experts share their insights, research findings, and visions for the future, demonstrating the extensive prospects of deep learning in the drone sector and providing important inspiration for the development of this field. We will work together to build smarter and more diverse drones.

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