1 citations · 2 across the 5 of their papers we have counts for
5 papers
psPRF:Pansharpening Planar Neural Radiance Field for Generalized 3D Reconstruction Satellite Imagery
Tongtong Zhang, Yuanxiang Li
Most current NeRF variants for satellites are designed for one specific scene and fall short of generalization to new geometry. Additionally, the RGB images require pan-sharpening…
Deep Extrinsic Manifold Representation for Vision Tasks
Tongtong Zhang, Xian Wei, Yuanxiang Li
Non-Euclidean data is frequently encountered across different fields, yet there is limited literature that addresses the fundamental challenge of training neural networks with mani…
rpcPRF: Generalizable MPI Neural Radiance Field for Satellite Camera
Tongtong Zhang, Yuanxiang Li
Novel view synthesis of satellite images holds a wide range of practical applications. While recent advances in the Neural Radiance Field have predominantly targeted pin-hole camer…
Fast Satellite Tensorial Radiance Field for Multi-date Satellite Imagery of Large Size
Tongtong Zhang, Yuanxiang Li
Existing NeRF models for satellite images suffer from slow speeds, mandatory solar information as input, and limitations in handling large satellite images. In response, we present…
Learning Robust and Lightweight Model through Separable Structured Transformations
Xian Wei, Yanhui Huang, Yangyu Xu +5
With the proliferation of mobile devices and the Internet of Things, deep learning models are increasingly deployed on devices with limited computing resources and memory, and are…