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High-Fidelity Depth Upsampling Using the Self-Learning Framework †

This paper presents a depth upsampling method that produces a high-fidelity dense depth map using a high-resolution RGB image and LiDAR sensor data. Our proposed method explicitly handles depth outliers and computes a depth upsampling with confidence information. Our key idea is the self-learning fr...

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Detalles Bibliográficos
Autores principales: Shim, Inwook, Oh, Tae-Hyun, Kweon, In So
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6339097/
https://www.ncbi.nlm.nih.gov/pubmed/30591626
http://dx.doi.org/10.3390/s19010081