Turnitin
降AI改写
早检测系统
早降重系统
Turnitin-UK版
万方检测-期刊版
维普编辑部版
Grammarly检测
Paperpass检测
checkpass检测
PaperYY检测
Implicit Guidance and Explicit Representation of Semantic Information in Points Cloud: A Survey
J Tang, Y Zhao, S Sun, Y Cai - arxiv preprint arxiv:2501.05473, 2025 - arxiv.org
Point clouds, a prominent method of 3D representation, are extensively utilized across
industries such as autonomous driving, surveying, electricity, architecture, and gaming, and …
industries such as autonomous driving, surveying, electricity, architecture, and gaming, and …
Curriculumformer: Taming Curriculum Pre-Training for Enhanced 3-D Point Cloud Understanding
Learning universal representations of 3-D point clouds is essential for reducing the need for
manual annotation of large-scale and irregular point cloud datasets. The current modus …
manual annotation of large-scale and irregular point cloud datasets. The current modus …
[HTML][HTML] Multi-Scale Classification and Contrastive Regularization: Weakly Supervised Large-Scale 3D Point Cloud Semantic Segmentation
J Wang, J He, Y Liu, C Chen, M Zhang, H Tan - Remote Sensing, 2024 - mdpi.com
With the proliferation of large-scale 3D point cloud datasets, the high cost of per-point
annotation has spurred the development of weakly supervised semantic segmentation …
annotation has spurred the development of weakly supervised semantic segmentation …
Unsupervised deep learning for semantic segmentation of multispectral LiDAR forest point clouds
L Ruoppa, O Oinonen, J Taher, M Lehtomäki… - arxiv preprint arxiv …, 2025 - arxiv.org
Point clouds captured with laser scanning systems from forest environments can be utilized
in a wide variety of applications within forestry and plant ecology, such as the estimation of …
in a wide variety of applications within forestry and plant ecology, such as the estimation of …
Aligning Instance-Semantic Sparse Representation towards Unsupervised Object Segmentation and Shape Abstraction with Repeatable Primitives
Understanding 3D object shapes necessitates shape representation by object parts
abstracted from results of instance and semantic segmentation. Promising shape …
abstracted from results of instance and semantic segmentation. Promising shape …
Distribution Guidance Network for Weakly Supervised Point Cloud Semantic Segmentation
Despite alleviating the dependence on dense annotations inherent to fully supervised
methods, weakly supervised point cloud semantic segmentation suffers from inadequate …
methods, weakly supervised point cloud semantic segmentation suffers from inadequate …
Unsupervised semantic segmentation of urban high-density multispectral point clouds
O Oinonen, L Ruoppa, J Taher, M Lehtomäki… - arxiv preprint arxiv …, 2024 - arxiv.org
The availability of highly accurate urban airborne laser scanning (ALS) data will increase
rapidly in the future, especially as acquisition costs decrease, for example through the use of …
rapidly in the future, especially as acquisition costs decrease, for example through the use of …
[معلومات الإصدار][C] Máster Universitario en Inteligencia Artificial
CG García, G Romero