CM-UNet: ConvMixer UNet for Segmentation of Unknown Objects in Cluttered Scenes

Object segmentation in cluttered environments is a fundamental pre-processing step for many perception-related tasks such as vision-based robotic grasping. Most of the existing object segmentation methods are incapable of precisely segmenting unknown objects, particularly in scenarios exhibiting sig...

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Autori principali: Xiaoqian Huang, Rana Azzam, Sajid Javed, Dongming Gan, Lakmal Seneviratne, Abdelqader Abusafieh, Yahya Zweiri
Natura: Articolo
Lingua:English
Pubblicazione: IEEE 2022-01-01
Serie:IEEE Access
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Accesso online:https://ieeexplore.ieee.org/document/9963530/