Multiclass Identification of Van der Waals Semiconductors via Attention Neural Networks
Intelligent characterization of van der Waals semiconductors is an essential process for industrial manufacturing and laboratory fabrication. A fused network of ResNet‐Inception with attention layer is developed for accurate multiclass classification of randomly distributed layers of chemical vapor deposition‐grown van der Waals semiconductors ...
Xingchen Dong +5 more
wiley +1 more source
EchoMamba: A new Mamba model for fast and efficient hyperspectral image classification. [PDF]
Zhang Y, Jin X, Zhang X, Wu Y, Tu L.
europepmc +1 more source
An Effective Hyperspectral Image Classification Network Based on Multi-Head Self-Attention and Spectral-Coordinate Attention. [PDF]
Zhang M, Duan Y, Song W, Mei H, He Q.
europepmc +1 more source
Emerging Trends in Nanophotonic Systems for Sustainable and Resilient Societies
Nanophotonics provides a versatile platform for addressing emerging safety challenges, enabling real–time sensing, secure authentication, and adaptive vision control. This review highlights recent advances in nanophotonic materials and structures that translate nanoscale light–matter interactions into safety–critical applications, paving the way for ...
Hyun Min Kim +7 more
wiley +1 more source
Spectral-spatial wave and frequency interactive transformer for hyperspectral image classification. [PDF]
Arshad T +6 more
europepmc +1 more source
Multi-Scale Superpixel-Guided Structural Profiles for Hyperspectral Image Classification. [PDF]
Wang N +6 more
europepmc +1 more source
Soil background effects on UAS and proximal remote sensing‐derived vegetation indices
Abstract Exposed soil, due to low vegetation cover or in open canopy crops, influences scene reflectance derived from remotely sensed data. An experiment was conducted in College Station, TX, to investigate the potential of six unmanned aerial systems (UASs)‐derived and proximally sensed vegetation indices (VIs) in suppressing soil background ...
Rahul Raman +6 more
wiley +1 more source
Leveraging potential of limpid attention transformer with dynamic tokenization for hyperspectral image classification. [PDF]
Yadav DP +4 more
europepmc +1 more source
A Hyperspectral Image Classification Method Based on the Nonlocal Attention Mechanism of a Multiscale Convolutional Neural Network. [PDF]
Li M, Lu Y, Cao S, Wang X, Xie S.
europepmc +1 more source

