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3D Object Detection and Instance Segmentation from 3D Range and 2D Color Images †

Instance segmentation and object detection are significant problems in the fields of computer vision and robotics. We address those problems by proposing a novel object segmentation and detection system. First, we detect 2D objects based on RGB, depth only, or RGB-D images. A 3D convolutional-based...

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Detalles Bibliográficos
Autores principales: Shen, Xiaoke, Stamos, Ioannis
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7916118/
https://www.ncbi.nlm.nih.gov/pubmed/33572289
http://dx.doi.org/10.3390/s21041213