Transformer-Based Self-Supervised Monocular Depth and Visual Odometry

Author:

Zhao Hongru1ORCID,Qiao Xiuquan1ORCID,Ma Yi2ORCID,Tafazolli Rahim2ORCID

Affiliation:

1. State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China

2. 5G/6G Innovation Centre, University of Surrey, Guildford, U.K

Funder

National Key Research and Development Program of China

Funds for International Cooperation and Exchange of NSFC

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Instrumentation

Reference42 articles.

1. Transformers in Self-Supervised Monocular Depth Estimation with Unknown Camera Intrinsics

2. Competitive Collaboration: Joint Unsupervised Learning of Depth, Camera Motion, Optical Flow and Motion Segmentation

3. Make3D: Learning 3D Scene Structure from a Single Still Image

4. Depth map prediction from a single image using a multi-scale deep network;eigen;Proc Adv Neural Inf Process Syst,2014

5. Wasserstein generative adversarial networks;arjovsky;Proc Int Conf Mach Learn,2017

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