Attention-Based Background/Foreground Monocular Depth Prediction Model Using Image Segmentation

Attention-Based Background/Foreground Monocular Depth Prediction Model Using Image Segmentation

While many monocular depth estimation methods have been proposed, determining depth variations in outdoor scenes remains challenging. Accordingly, this paper proposes an image segmentation-based monocular depth estimation model with attention mechanisms that can address outdoor scene variations. The...

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Bibliographic Details
Main Authors: Ting-Hui Chiang, Meng-Hsiu Chiang, Ming-Han Tsai, Che-Cheng Chang
Format: Article
Language:English
Published: MDPI AG 2022-11-01
Series:Applied Sciences
Subjects:
deep learning
depth information
image segmentation
Laplacian pyramid
monocular depth estimation
Online Access:https://www.mdpi.com/2076-3417/12/21/11186

Internet

https://www.mdpi.com/2076-3417/12/21/11186

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