Sparse Point Cloud Registration Network with Semantic Supervision in Wilderness Scenes
The registration of laser point clouds in complex conditions in wilderness scenes is an important aspect in the research field of autonomous vehicle navigation. It serves as the foundation for solving problems such as environment reconstruction, map construction, navigation and positioning, and pose...
| Published in: | Elektronika ir Elektrotechnika |
|---|---|
| Main Authors: | Zhichao Zhang, Feng Lu, Youchun Xu, Jinsheng Chen, Yulin Ma |
| Format: | Article |
| Language: | English |
| Published: |
Kaunas University of Technology
2024-03-01
|
| Subjects: | |
| Online Access: | https://eejournal.ktu.lt/index.php/elt/article/view/35996 |
Similar Items
Self-Supervised Point Set Local Descriptors for Point Cloud Registration
by: Yijun Yuan, et al.
Published: (2021-01-01)
by: Yijun Yuan, et al.
Published: (2021-01-01)
A Point Cloud Registration Framework with Color Information Integration
by: Tianyu Han, et al.
Published: (2024-02-01)
by: Tianyu Han, et al.
Published: (2024-02-01)
PCRMLP: A Two-Stage Network for Point Cloud Registration in Urban Scenes
by: Jingyang Liu, et al.
Published: (2023-06-01)
by: Jingyang Liu, et al.
Published: (2023-06-01)
Linear-Based Incremental Co-Registration of MLS and Photogrammetric Point Clouds
by: Shiming Li, et al.
Published: (2021-06-01)
by: Shiming Li, et al.
Published: (2021-06-01)
GACM: A Graph Attention Capsule Model for the Registration of TLS Point Clouds in the Urban Scene
by: Jianjun Zou, et al.
Published: (2021-11-01)
by: Jianjun Zou, et al.
Published: (2021-11-01)
Automatic Point Cloud Registration for Large Outdoor Scenes Using a Priori Semantic Information
by: Jian Li, et al.
Published: (2021-09-01)
by: Jian Li, et al.
Published: (2021-09-01)
A partial overlapping point cloud registration method based on dynamic feature matching
by: Hui DU, et al.
Published: (2021-04-01)
by: Hui DU, et al.
Published: (2021-04-01)
A partial overlapping point cloud registration method based on dynamic feature matching
by: Hui DU, et al.
Published: (2021-04-01)
by: Hui DU, et al.
Published: (2021-04-01)
3D Convex Hull-Based Registration Method for Point Cloud Watermark Extraction
by: Bogdan Lipuš, et al.
Published: (2019-07-01)
by: Bogdan Lipuš, et al.
Published: (2019-07-01)
Automatic registration of point cloud and panoramic images in urban scenes based on pole matching
by: Yuan Wang, et al.
Published: (2022-12-01)
by: Yuan Wang, et al.
Published: (2022-12-01)
A Depth-Based Weighted Point Cloud Registration for Indoor Scene
by: Shuntao Liu, et al.
Published: (2018-10-01)
by: Shuntao Liu, et al.
Published: (2018-10-01)
Automatic Registration of Panoramic Image and Point Cloud Based on the Shape of the Overall Ground Object
by: Buyun Wang, et al.
Published: (2023-01-01)
by: Buyun Wang, et al.
Published: (2023-01-01)
Robust Point Cloud Registration Network for Complex Conditions
by: Ruidong Hao, et al.
Published: (2023-12-01)
by: Ruidong Hao, et al.
Published: (2023-12-01)
A Registration Method of Overlap Aware Point Clouds Based on Transformer-to-Transformer Regression
by: Yafei Zhao, et al.
Published: (2024-05-01)
by: Yafei Zhao, et al.
Published: (2024-05-01)
Sparse-to-Dense Point Cloud Registration Based on Rotation-Invariant Features
by: Tianjiao Ma, et al.
Published: (2024-07-01)
by: Tianjiao Ma, et al.
Published: (2024-07-01)
Large Common Plansets-4-Points Congruent Sets for Point Cloud Registration
by: Cedrique Fotsing, et al.
Published: (2020-10-01)
by: Cedrique Fotsing, et al.
Published: (2020-10-01)
Automatic marker-free registration of single tree point-cloud data based on rotating projection
by: Xiuxian Xu, et al.
Published: (2022-01-01)
by: Xiuxian Xu, et al.
Published: (2022-01-01)
Semantic Segmentation and Reconstruction of Indoor Scene Point Clouds
by: HAO, W., et al.
Published: (2024-08-01)
by: HAO, W., et al.
Published: (2024-08-01)
MPCR-Net: Multiple Partial Point Clouds Registration Network Using a Global Template
by: Shijie Su, et al.
Published: (2021-11-01)
by: Shijie Su, et al.
Published: (2021-11-01)
A Termination Criterion for Probabilistic Point Clouds Registration
by: Simone Fontana, et al.
Published: (2021-03-01)
by: Simone Fontana, et al.
Published: (2021-03-01)
Object-Aware Semantic Scene Completion Through Attention-Based Feature Fusion and Voxel-Points Representation
by: Yubin Miao, et al.
Published: (2024-01-01)
by: Yubin Miao, et al.
Published: (2024-01-01)
NeiEA-NET: Semantic segmentation of large-scale point cloud scene via neighbor enhancement and aggregation
by: Yongyang Xu, et al.
Published: (2023-05-01)
by: Yongyang Xu, et al.
Published: (2023-05-01)
Low-Overlap Registration of Multi-Source LiDAR Point Clouds in Urban Scenes Through Dual-Stage Feature Pruning and Progressive Hierarchical Methods
by: Kaifeng Ma, et al.
Published: (2025-08-01)
by: Kaifeng Ma, et al.
Published: (2025-08-01)
Robust Semi-Supervised Point Cloud Registration via Latent GMM-Based Correspondence
by: Zhengyan Zhang, et al.
Published: (2023-09-01)
by: Zhengyan Zhang, et al.
Published: (2023-09-01)
Multi-Scale Classification and Contrastive Regularization: Weakly Supervised Large-Scale 3D Point Cloud Semantic Segmentation
by: Jingyi Wang, et al.
Published: (2024-09-01)
by: Jingyi Wang, et al.
Published: (2024-09-01)
CPS: A novel canopy profile skyline descriptor for UAV and terrestrial-based forest point cloud registration
by: Ge Xuming, et al.
Published: (2024-06-01)
by: Ge Xuming, et al.
Published: (2024-06-01)
A Registration Method Based on Ordered Point Clouds for Key Components of Trains
by: Kai Yang, et al.
Published: (2024-12-01)
by: Kai Yang, et al.
Published: (2024-12-01)
ALReg: Registration of 3D Point Clouds Using Active Learning
by: Yusuf Huseyin Sahin, et al.
Published: (2023-06-01)
by: Yusuf Huseyin Sahin, et al.
Published: (2023-06-01)
A mine slope deformation monitoring method based on laser point cloud registration
by: Meng LI, et al.
Published: (2025-06-01)
by: Meng LI, et al.
Published: (2025-06-01)
PASeg: positional-guided segmenter with multimodal semantic alignment for enhancing urban scene 3D semantic segmentation
by: Yang Luo, et al.
Published: (2025-08-01)
by: Yang Luo, et al.
Published: (2025-08-01)
Research on a Point Cloud Registration Method Based on Dynamic Neighborhood Features
by: Xinrui Liu, et al.
Published: (2025-04-01)
by: Xinrui Liu, et al.
Published: (2025-04-01)
Colored Point Cloud Registration by Depth Filtering
by: Ouk Choi, et al.
Published: (2021-10-01)
by: Ouk Choi, et al.
Published: (2021-10-01)
Comparison of Point Cloud Registration Techniques on Scanned Physical Objects
by: Menthy Denayer, et al.
Published: (2024-03-01)
by: Menthy Denayer, et al.
Published: (2024-03-01)
BIM-Based Registration and Localization of 3D Point Clouds of Indoor Scenes Using Geometric Features for Augmented Reality
by: Bilawal Mahmood, et al.
Published: (2020-07-01)
by: Bilawal Mahmood, et al.
Published: (2020-07-01)
Color Point Cloud Registration Algorithm Based on Hue
by: Siyu Ren, et al.
Published: (2021-06-01)
by: Siyu Ren, et al.
Published: (2021-06-01)
Acquisition and Registration of Human Point Cloud Based on Depth Camera
by: Wang Huibai, et al.
Published: (2018-01-01)
by: Wang Huibai, et al.
Published: (2018-01-01)
Point cloud semantic segmentation of grotto scenes using the knowledge-guided deep learning method
by: Su Yang, et al.
Published: (2024-12-01)
by: Su Yang, et al.
Published: (2024-12-01)
Voxel- and Bird’s-Eye-View-Based Semantic Scene Completion for LiDAR Point Clouds
by: Li Liang, et al.
Published: (2024-06-01)
by: Li Liang, et al.
Published: (2024-06-01)
HAVANA: Hard Negative Sample-Aware Self-Supervised Contrastive Learning for Airborne Laser Scanning Point Cloud Semantic Segmentation
by: Yunsheng Zhang, et al.
Published: (2024-01-01)
by: Yunsheng Zhang, et al.
Published: (2024-01-01)
Viewpoint-tolerant Scene Recognition Based on Segmentation of Sparse Point Cloud
by: HE Xionghui, TAN Jiefu, LIU Zhe, XUE Chao, YANG Shaowu, ZHANG Yongjun
Published: (2023-01-01)
by: HE Xionghui, TAN Jiefu, LIU Zhe, XUE Chao, YANG Shaowu, ZHANG Yongjun
Published: (2023-01-01)
Similar Items
-
Self-Supervised Point Set Local Descriptors for Point Cloud Registration
by: Yijun Yuan, et al.
Published: (2021-01-01) -
A Point Cloud Registration Framework with Color Information Integration
by: Tianyu Han, et al.
Published: (2024-02-01) -
PCRMLP: A Two-Stage Network for Point Cloud Registration in Urban Scenes
by: Jingyang Liu, et al.
Published: (2023-06-01) -
Linear-Based Incremental Co-Registration of MLS and Photogrammetric Point Clouds
by: Shiming Li, et al.
Published: (2021-06-01) -
GACM: A Graph Attention Capsule Model for the Registration of TLS Point Clouds in the Urban Scene
by: Jianjun Zou, et al.
Published: (2021-11-01)
