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Automatic Image Generation Pipeline for Instance Segmentation of Deformable Linear Objects
Robust detection of deformable linear objects (DLOs) is a crucial challenge for the automation of handling and assembly of cables and hoses. The lack of training data is a limiting factor for deep-learning-based detection of DLOs. In this context, we propose an automatic image generation pipeline fo...
Autores principales: | Dirr, Jonas, Gebauer, Daniel, Yao, Jiajun, Daub, Rüdiger |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10058460/ https://www.ncbi.nlm.nih.gov/pubmed/36991728 http://dx.doi.org/10.3390/s23063013 |
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