Syn‐Aug: An Effective and General Synchronous Data Augmentation Framework for 3D Object Detection
ABSTRACT Data augmentation plays an important role in boosting the performance of 3D models, while very few studies handle the 3D point cloud data with this technique. Global augmentation and cut‐paste are commonly used augmentation techniques for point clouds, where global augmentation is applied t...
Saved in:
| Main Authors: | Huaijin Liu, Jixiang Du, Yong Zhang, Hongbo Zhang, Jiandian Zeng |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Wiley
2025-06-01
|
| Series: | CAAI Transactions on Intelligence Technology |
| Subjects: | |
| Online Access: | https://doi.org/10.1049/cit2.70001 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
-
Boosting 3D Object Detection with Adversarial Adaptive Data Augmentation Strategy
by: Shihao Li, et al.
Published: (2025-05-01) -
DimAug-TimesFM: Dimension Augmentation for Long-Term Cloud Demand Forecasting in Few-Shot Scenarios
by: Xiaoyi Yang, et al.
Published: (2025-03-01) -
LiDAR Sensor Parameter Augmentation and Data-Driven Influence Analysis on Deep-Learning-Based People Detection
by: Lukas Haas, et al.
Published: (2025-05-01) -
Distinct Views Improve Generalization and Robustness: Combinations of Augmentations With Different Features
by: Keon Kim, et al.
Published: (2025-01-01) -
SMCNet: State-Space Model for Enhanced Corruption Robustness in 3D Classification
by: Junhui Li, et al.
Published: (2024-12-01)