NeurAR: Neural Uncertainty for Autonomous 3D Reconstruction With Implicit Neural Representations
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Robotics and Automation Letters"
DOI: 10.1109/lra.2023.3235686
Abstract: Implicit neural representations have shown compelling results in offline 3D reconstruction and also recently demonstrated the potential for online SLAM systems. However, applying them to autonomous 3D reconstruction, where a robot is required to explore… read more here.
Keywords: autonomous reconstruction; implicit neural; quality; reconstruction ... See more keywords
Implicit Neural Representation Learning for Hyperspectral Image Super-Resolution
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Geoscience and Remote Sensing"
DOI: 10.1109/tgrs.2022.3230204
Abstract: Hyperspectral image (HSI) super-resolution (SR) without additional auxiliary image remains a constant challenge due to its high-dimensional spectral patterns, where learning an effective spatial and spectral representation is a fundamental issue. Recently, implicit neural representations… read more here.
Keywords: implicit neural; super resolution; model; representation ... See more keywords
NeSVoR: Implicit Neural Representation for Slice-to-Volume Reconstruction in MRI
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Medical Imaging"
DOI: 10.1109/tmi.2023.3236216
Abstract: Reconstructing 3D MR volumes from multiple motion-corrupted stacks of 2D slices has shown promise in imaging of moving subjects, e. g., fetal MRI. However, existing slice-to-volume reconstruction methods are time-consuming, especially when a high-resolution volume… read more here.
Keywords: implicit neural; slice volume; volume reconstruction; volume ... See more keywords