Enhancing Deep Learning-Based Segmentation Accuracy through Intensity Rendering and 3D Point Interpolation Techniques to Mitigate Sensor Variability

In the context of LiDAR sensor-based autonomous vehicles, segmentation networks play a crucial role in accurately identifying and classifying objects. However, discrepancies between the types of LiDAR sensors used for training the network and those deployed in real-world driving environments can lea...

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Bibliographic Details
Main Authors: Myeong-Jun Kim, Suyeon Kim, Banghyon Lee, Jungha Kim
Format: Article
Language:English
Published: MDPI AG 2024-07-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/24/14/4475