Multi-Frame Self-Supervised Depth with Transformers (original) (raw)
Related papers
RealMonoDepth: Self-Supervised Monocular Depth Estimation for General Scenes
ArXiv, 2020
ADAADepth: Adapting Data Augmentation and Attention for Self-Supervised Monocular Depth Estimation
IEEE Robotics and Automation Letters, 2021
The Temporal Opportunist: Self-Supervised Multi-Frame Monocular Depth
2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021
Proceedings of the AAAI Conference on Artificial Intelligence
A Lightweight Self-Supervised Training Framework for Monocular Depth Estimation
ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
Learning Monocular Depth by Distilling Cross-Domain Stereo Networks
Computer Vision – ECCV 2018, 2018
Ing for Self-Supervised Monocular Depth
2020
Self-supervised recurrent depth estimation with attention mechanisms
PeerJ Computer Science
X-Distill: Improving Self-Supervised Monocular Depth via Cross-Task Distillation
2021
Learn to Adapt for Monocular Depth Estimation
Cornell University - arXiv, 2022
Self-Supervised Learning of Domain Invariant Features for Depth Estimation
2021
Semantically-Guided Representation Learning for Self-Supervised Monocular Depth
2020
Proceedings of the AAAI Conference on Artificial Intelligence
Guiding Monocular Depth Estimation Using Depth-Attention Volume
Computer Vision – ECCV 2020, 2020
MAMo: Leveraging Memory and Attention for Monocular Video Depth Estimation
arXiv (Cornell University), 2023
NVS-MonoDepth: Improving Monocular Depth Prediction with Novel View Synthesis
2021 International Conference on 3D Vision (3DV), 2021
Monocular Depth Estimation with Adaptive Geometric Attention
2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2022
3D Packing for Self-Supervised Monocular Depth Estimation
arXiv (Cornell University), 2019
Self-Supervised Correlational Monocular Depth Estimation using ResVGG Network
Proceedings of The 7th International Conference on Intelligent Systems and Image Processing 2019
Toward Domain Independence for Learning-Based Monocular Depth Estimation
IEEE Robotics and Automation Letters, 2017
DeFeat-Net: General Monocular Depth via Simultaneous Unsupervised Representation Learning
2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
Cascade Network for Self-Supervised Monocular Depth Estimation
ArXiv, 2020
GCNDepth: Self-supervised monocular depth estimation based on graph convolutional network
Neurocomputing, 2023
LocalBins: Improving Depth Estimation by Learning Local Distributions
arXiv (Cornell University), 2022
CNN Based Monocular Depth Estimation
E3S Web of Conferences, 2021
MobileXNet: An Efficient Convolutional Neural Network for Monocular Depth Estimation
IEEE Transactions on Intelligent Transportation Systems
Enhancing Self-Supervised Monocular Depth Estimation with Traditional Visual Odometry
2019 International Conference on 3D Vision (3DV)
Progress and Proposals: A Case Study of Monocular Depth Estimation
2021
Robust Semi-Supervised Monocular Depth Estimation with Reprojected Distances
2019
Unsupervised Monocular Depth Learning with Integrated Intrinsics and Spatio-Temporal Constraints
2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
Deep Classification Network for Monocular Depth Estimation
2019
Robust Multimodal Depth Estimation using Transformer based Generative Adversarial Networks
Proceedings of the 30th ACM International Conference on Multimedia
Self-Supervised Monocular Scene Decomposition and Depth Estimation
2021 International Conference on 3D Vision (3DV), 2021