Simultaneous Semantic Segmentation and Depth Completion with Constraint of Boundary
As the core task of scene understanding, semantic segmentation and depth completion play a vital role in lots of applications such as robot navigation, AR/VR and autonomous driving. They are responsible for parsing scenes from the angle of semantics and geometry, respectively. While great progress h...
Main Authors: | Nan Zou, Zhiyu Xiang, Yiman Chen, Shuya Chen, Chengyu Qiao |
---|---|
Format: | Article |
Language: | English |
Published: |
MDPI AG
2020-01-01
|
Series: | Sensors |
Subjects: | |
Online Access: | https://www.mdpi.com/1424-8220/20/3/635 |
Similar Items
-
Semantic Segmentation Leveraging Simultaneous Depth Estimation
by: Wenbo Sun, et al.
Published: (2021-01-01) -
SemAttNet: Toward Attention-Based Semantic Aware Guided Depth Completion
by: Danish Nazir, et al.
Published: (2022-01-01) -
Improving Depth Estimation by Embedding Semantic Segmentation: A Hybrid CNN Model
by: José E. Valdez-Rodríguez, et al.
Published: (2022-02-01) -
Boosting Semantic Segmentation by Conditioning the Backbone with Semantic Boundaries
by: Haruya Ishikawa, et al.
Published: (2023-08-01) -
Latent 3D Volume for Joint Depth Estimation and Semantic Segmentation from a Single Image
by: Seiya Ito, et al.
Published: (2020-10-01)