Neural Network Fusion Processing and Inverse Mapping to Combine Multisensor Satellite Data and Analyze the Prominent Features
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"
DOI: 10.1109/jstars.2023.3247788
Abstract: In the last decade, the increase of active and passive earth observation satellites has provided us with more remote sensing data. This fact has led to enhanced interest in the fusion of different satellite data… read more here.
Keywords: neural network; fusion; satellite data; inverse mapping ... See more keywords
Multisensor Glacier Surface Classification Using Confidence-Aware Explainable Inverse-Mapping Neural Network
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"
DOI: 10.1109/jstars.2024.3454789
Abstract: Mapping snow cover at the end of the ablation season allows us to extract the snow line altitude (SLA). The SLA is an important proxy for the equilibrium line altitude of a glacier and an… read more here.
Keywords: classification; classification using; inverse mapping; confidence aware ... See more keywords
A Novel Calibration Algorithm for ADCs Based on Inverse Mapping by Neural Network
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Circuits and Systems II: Express Briefs"
DOI: 10.1109/tcsii.2024.3362359
Abstract: This brief proposes a novel calibration method for analog to digital converters (ADCs) based on neural network (NN). In the proposed algorithm, NN is designed to realize the inverse mapping of the non-ideal transfer function… read more here.
Keywords: novel calibration; adcs based; inverse mapping; neural network ... See more keywords
Reconstruction of masked sequences via inverse mapping of incomplete information natural vectors
Sign Up to like & getrecommendations! Published in 2025 at "PeerJ"
DOI: 10.7717/peerj.20126
Abstract: Alignment-free embedding methods, which map biological sequences into a fixed-dimensional space using mathematical techniques, hold significant value in biology. A key challenge in this field is constructing an inverse mapping to recover sequences from embedded… read more here.
Keywords: natural vectors; information natural; inverse mapping; incomplete information ... See more keywords