International Conference on Geographic Information and Remote Sensing Technology (GIRST 2022) 2023
DOI: 10.1117/12.2667451
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Research on 3D geographic information recognition and labeling technology based on YOLO

Abstract: Transmission line path selection is an important part of transmission line engineering design, which directly affects the construction cost and disaster resistance of transmission line engineering. At present, designers mainly rely on the human eye to identify and judge sensitive objects in 3D satellite cloud images, which is not only time-consuming and laborintensive, but also easily leads to missed judgments and misjudgments. This paper uses the YOLOv5 model and learns from a large number of samples to quick… Show more

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Cited by 1 publication
(2 citation statements)
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“…Most surveillance video systems lack the interaction between the user and the real scene, and lack spatiotemporal geographic information. Faced with the problems of a large number of redundant videos and lack of 3D stereo vision in video surveillance, the literature [1] proposed a surveillance video overlay method based on Cesium 3D scene. The surveillance video is parsed by OpenCV technology to realize video playback and key frame extraction [1].…”
Section: Introductionmentioning
confidence: 99%
See 1 more Smart Citation
“…Most surveillance video systems lack the interaction between the user and the real scene, and lack spatiotemporal geographic information. Faced with the problems of a large number of redundant videos and lack of 3D stereo vision in video surveillance, the literature [1] proposed a surveillance video overlay method based on Cesium 3D scene. The surveillance video is parsed by OpenCV technology to realize video playback and key frame extraction [1].…”
Section: Introductionmentioning
confidence: 99%
“…Faced with the problems of a large number of redundant videos and lack of 3D stereo vision in video surveillance, the literature [1] proposed a surveillance video overlay method based on Cesium 3D scene. The surveillance video is parsed by OpenCV technology to realize video playback and key frame extraction [1]. Literature [2] proposed a construction scheme of a 3D visualization system for smart mines based on 3D GIS and the Internet of Things, and introduced the overall architecture, key technologies and functional modules of the system in detail [2].…”
Section: Introductionmentioning
confidence: 99%