59 citations · 258 across the 20 of their papers we have counts for
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Robust Spatiotemporal Fusion of Satellite Images: A Constrained Convex Optimization Approach
Ryosuke Isono, Kazuki Naganuma, Shunsuke Ono
This paper proposes a novel spatiotemporal (ST) fusion framework for satellite images, named Robust Optimization-based Spatiotemporal Fusion (ROSTF). ST fusion is a promising appro…
Towards Robust Hyperspectral Unmixing: Mixed Noise Modeling and Image-Domain Regularization
Kazuki Naganuma, Shunsuke Ono
Hyperspectral (HS) unmixing is the process of decomposing an HS image into material-specific spectra (endmembers) and their spatial distributions (abundance maps). Existing unmixin…
Robust Hyperspectral Image Fusion with Simultaneous Guide Image Denoising via Constrained Convex Optimization
Saori Takeyama, Shunsuke Ono
The paper proposes a new high spatial resolution hyperspectral (HR-HS) image estimation method based on convex optimization. The method assumes a low spatial resolution HS (LR-HS)…
A General Destriping Framework for Remote Sensing Images Using Flatness Constraint
Kazuki Naganuma, Shunsuke Ono
Removing stripe noise, i.e., destriping, from remote sensing images is an essential task in terms of visual quality and subsequent processing. Most existing destriping methods are…