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Multi-Scale Histogram-Based Probabilistic Deep Neural Network for Super-Resolution 3D LiDAR Imaging

LiDAR (Light Detection and Ranging) imaging based on SPAD (Single-Photon Avalanche Diode) technology suffers from severe area penalty for large on-chip histogram peak detection circuits required by the high precision of measured depth values. In this work, a probabilistic estimation-based super-reso...

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Detalles Bibliográficos
Autores principales: Sun, Miao, Zhuo, Shenglong, Chiang, Patrick Yin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9824345/
https://www.ncbi.nlm.nih.gov/pubmed/36617022
http://dx.doi.org/10.3390/s23010420