Deciphering pixel insights: A deep dive into deep learning strategies for enhanced indoor depth estimation

Depth estimation is one of the crucial tasks for autonomous systems, which provides important information about the distance between the system and its surroundings. Traditionally, Light Detection and Ranging and stereo cameras have been used for distance measurement, despite the significant cost. I...

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Detalhes bibliográficos

Principais autores:	Krisna Pinasthika, Fitri Utaminingrum, Chih‑Yang Lin, Chikamune Wada, Timothy K. Shih
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Elsevier 2024-04-01
coleção:	International Journal of Information Management Data Insights
Assuntos:	Attention Gates Computer vision Deep learning Fully convolutional networks Monocular depth estimation Transfer learning
Acesso em linha:	http://www.sciencedirect.com/science/article/pii/S2667096824000053
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