Fast Depth Estimation in a Single Image Using Lightweight Efficient Neural Network

Fast Depth Estimation in a Single Image Using Lightweight Efficient Neural Network

Depth estimation is a crucial and fundamental problem in the computer vision field. Conventional methods re-construct scenes using feature points extracted from multiple images; however, these approaches require multiple images and thus are not easily implemented in various real-time applications. M...

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Bibliographic Details
Main Authors: Sangwon Kim, Jaeyeal Nam, Byoungchul Ko
Format: Article
Language:English
Published: MDPI AG 2019-10-01
Series:Sensors
Subjects:
depth estimation
convolutional neural network
lightweight efficient neural network
model
single image
ordinal regression
Online Access:https://www.mdpi.com/1424-8220/19/20/4434

Internet

https://www.mdpi.com/1424-8220/19/20/4434

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