@inproceedings{a69a382a8ff4476c9cf11c143150aa39,
title = "A Point Cloud Optimization Algorithm Based on Spatial Geometry Relationship and Siamese Network",
abstract = "This paper presents a robust point cloud optimization algorithm based on spatial geometry relationship and Siamese Network. The proposed algorithm is designed to be improve the integrity and accuracy of stereo matching. In order to approach the prior corresponding pixels in image pairs, an epipolar line constraint is employed to fix the effective matching range in searching images. Then a Siamese Network is utilized to calculate the similarity of matching templates between reference image and searching images to approach the optimal matching pixels. At last the corresponding pixel pairs are used to compute the coordinate of object points by the Space Intersection method. Comparison studies and experimental results prove the high integrity and accuracy of the proposed algorithm in low-altitude remote sensing image point cloud optimization.",
keywords = "Additional Key Words and Phrases: point cloud optimization, Siamese Network, geometrical constraint",
author = "Nan Yang and Yaping Zhang",
note = "Publisher Copyright: {\textcopyright} 2023 ACM.; 4th International Conference on Computing, Networks and Internet of Things, CNIOT 2023 ; Conference date: 26-05-2023 Through 28-05-2023",
year = "2023",
month = may,
day = "26",
doi = "10.1145/3603781.3603872",
language = "英语",
series = "ACM International Conference Proceeding Series",
publisher = "Association for Computing Machinery ",
pages = "520--524",
booktitle = "Conference Proceeding - 2023 4th International Conference on Computing, Networks and Internet of Things, CNIOT 2023",
address = "美国",
}