141 citations · 181 across the 6 of their papers we have counts for
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PCB-Vision: A Multiscene RGB-Hyperspectral Benchmark Dataset of Printed Circuit Boards
Elias Arbash, Margret Fuchs, Behnood Rasti +3
Addressing the critical theme of recycling electronic waste (E-waste), this contribution is dedicated to developing advanced automated data processing pipelines as a basis for deci…
Masking Hyperspectral Imaging Data with Pretrained Models
Elias Arbash, Andréa de Lima Ribeiro, Sam Thiele +5
The presence of undesired background areas associated with potential noise and unknown spectral characteristics degrades the performance of hyperspectral data processing. Masking o…
A Multisensor Hyperspectral Benchmark Dataset For Unmixing of Intimate Mixtures
Bikram Koirala, Behnood Rasti, Zakaria Bnoulkacem +11
Optical hyperspectral cameras capture the spectral reflectance of materials. Since many materials behave as heterogeneous intimate mixtures with which each photon interacts differe…
Tinto: Multisensor Benchmark for 3D Hyperspectral Point Cloud Segmentation in the Geosciences
Ahmed J. Afifi, Samuel T. Thiele, Aldino Rizaldy +6
The increasing use of deep learning techniques has reduced interpretation time and, ideally, reduced interpreter bias by automatically deriving geological maps from digital outcrop…
HyDe: The First Open-Source, Python-Based, GPU-Accelerated Hyperspectral Denoising Package
Daniel Coquelin, Behnood Rasti, Markus Götz +3
As with any physical instrument, hyperspectral cameras induce different kinds of noise in the acquired data. Therefore, Hyperspectral denoising is a crucial step for analyzing hype…
Fusion of Dual Spatial Information for Hyperspectral Image Classification
Puhong Duan, Pedram Ghamisi, Xudong Kang +3
The inclusion of spatial information into spectral classifiers for fine-resolution hyperspectral imagery has led to significant improvements in terms of classification performance.…