DPANet: Position‐aware feature encoding and decoding for accurate large‐scale point cloud semantic segmentation

Abstract Due to the scattered, unordered, and unstructured nature of point clouds, it is challenging to extract local features. Existing methods tend to design redundant and less‐discriminative spatial feature extraction methods in the encoder, while neglecting the utilisation of uneven distribution...

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Bibliographic Details
Main Authors: Haoying Zhao, Aimin Zhou
Format: Article
Language:English
Published: Wiley 2024-12-01
Series:IET Computer Vision
Subjects:
Online Access:https://doi.org/10.1049/cvi2.12325