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Semantic Point Cloud Segmentation Using Fast Deep Neural Network and DCRF

Accurate segmentation of entity categories is the critical step for 3D scene understanding. This paper presents a fast deep neural network model with Dense Conditional Random Field (DCRF) as a post-processing method, which can perform accurate semantic segmentation for 3D point cloud scene. On this...

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Autori principali: Yunbo Rao, Menghan Zhang, Zhanglin Cheng, Junmin Xue, Jiansu Pu, Zairong Wang
Natura: Artigo
Lingua:Inglês
Pubblicazione: MDPI AG 2021-04-01
Serie:Sensors
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Accesso online:https://www.mdpi.com/1424-8220/21/8/2731
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