Analysis of the Spectroscopic Algorithm for Light Sensors

The paper presents an overview of existing and new algorithms for the processing of spectroscopic data. These include algorithms for background elimination, for separation of peak containing regions f...

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Nov 05, 2025

Molecular spectroscopic sensor | Yokogawa Electric

Vision for the future The molecular spectroscopic sensor is based on the principle of interaction between

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Sep 22, 2025

Deep Learning-Enhanced Spectroscopic Technologies for Food

Our analysis reveals that the synergy between spectroscopic technologies and deep learning demonstrates

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Nov 13, 2025

How Does Spectral Sensing Work? Understanding Spectroscopy

How does spectral sensing work? This guide explains the science behind light, sensors, and data processing used in modern

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Sep 15, 2025

Machine learning spectroscopy to advance computation and analysis

The spectroscopic techniques covered in this review are optical spectroscopy using light in the ultraviolet (UV), visible

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Feb 08, 2026

Integrated light field sensors: From nanophotonic architectures to

The accurate detection and analysis of these DoFs of light form the cornerstone of modern optics and photonics. With

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Feb 07, 2026

Spectroscopic sensor interface with Arduino

In this tutorial, we''ll learn how to interface a spectroscopic sensor with Arduino. Spectroscopy refers to the study of

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Nov 26, 2025

A feature-based soft sensor for spectroscopic data analysis

Here we explore the potential of KPLS as a nonlinear soft sensor for spectroscopic data analysis applications. For

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Mar 13, 2026

A Spectroscopic Reflectance-Based Low-Cost Thickness

This paper presents the hardware and software development of a novel low-cost spectroscopic reflectance system

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Jun 25, 2026

Advanced Spectroscopy-Based Sensors and Spectral Analysis

The proposed approaches have been shown to enhance the reliability of spectroscopic sensor measurements, enabling more

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Jun 25, 2026

In-sensor spectral decoding for efficient spectroscopic recognition

We further program the decoding operations for spectroscopic ink recognition, allowing the sensor to output application-relevant

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Mar 26, 2026

Neural network optimization algorithms for high-precision TDLAS gas

The results of Allan variance analysis indicate that when the optimal integration time is set to 406 s, the detection limit

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Apr 30, 2026

Deep learning in spectral analysis: Modeling and imaging

An algorithm has been developed to reversely transform output spectra into the reduced representation in the

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Oct 07, 2025

In-sensor computing using a MoS2 photodetector with

Here, the authors report the design and realization of an in-sensor computing optoelectronic device with programmable

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Apr 14, 2026

Spectral Analysis of Light | Springer Nature Link

Information from a light beam after its interaction with a solid is obtained from an analysis of the change in its intensity spectrum.

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Feb 12, 2026

Gas phase multicomponent detection and analysis combining

In this work, we propose a multicomponent gas mixture sensor integrating a fast broadband absorption spectrum

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Apr 04, 2026

Practical Guide to Chemometric Analysis of Optical Spectroscopic

The methodology and mathematical treatment of several classic multivariate methods for the analysis of spectroscopic

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Sep 30, 2025

Sophisticated algorithms of analysis of spectroscopic data

The paper presents an overview of existing and new algorithms for the processing of spectroscopic data. These include algorithms

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Feb 05, 2026

Sensors | Special Issue : Spectroscopy Based Sensors

Special Issue Information Dear Colleagues, Spectroscopic sensors have attracted intensive interest from many different field of

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Jun 25, 2026

Performance of machine learning algorithms in spectroscopic

The spectroscopic ellipsometry (SE) method is based on measuring the polarization of light after reflecting from a

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Feb 24, 2026

Unlocking Spectroscopy in Optical Sensors

Importance of Spectroscopy in Optical Sensors Optical sensors are devices that detect and measure the properties of

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Sep 27, 2025

Spectroscopic Analysis

1.12.7 Algorithm Improvements Spectroscopic analysis of the atmosphere certainly existed before the GOME instrument started

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Jan 07, 2026

Spectroscopic Gas Sensing Systems | Springer Nature Link

Practically, spectroscopic gas sensing with coherent light sources, for example, tunable lasers, ushered in a new era

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Aug 26, 2025

Advancements Spectral Sensors, Principles, Applications, and

From agriculture and environmental monitoring to medical diagnostics and industrial automation, spectral sensors have

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May 03, 2026

A review on spectral data preprocessing techniques for machine

Spectroscopic techniques are indispensable for material characterization, yet their weak signals remain highly prone to

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Sep 15, 2025

The successive projections algorithm for variable selection in

Request PDF | The successive projections algorithm for variable selection in spectroscopic multicomponent analysis |

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Jun 01, 2026

ENHANCING SPECTRA INTERPRETATION: IMPROVING

Machine Learning for Spectral Classification: Algorithms like Support Vector Machines (SVM), Random Forests, and k-Nearest

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Dec 09, 2025

Effects of atmospheric light scattering on spectroscopic observations

We include an algorithm comparison against TCCON measurements, an algorithm cross-comparison, and analysis of the impact of

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Dec 02, 2025

Spectroscopic Analysis

Spectroscopic analysis is in its essence chemical reagent-free, and as such, spectroscopy itself is environmental friendly. The non

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Nov 29, 2025

Application-Specific Optimization of Integrated Spectral Sensors

We demonstrate an algorithm capable of tailoring these sensors for a specific near-infrared spectroscopy application by optimizing

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Jan 30, 2026

Integrated near-infrared spectral sensing

What are the minimal hardware requirements for a given class of sensing problems? Here, authors investigate this

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Jul 06, 2026

Spectral imaging with deep learning | Light: Science & Applications

This review categorizes deep-learning-based computational spectral imaging methods and provides insight into

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Aug 14, 2025

High Throughput Light Absorber Discovery, Part 1: An Algorithm for

High-throughput experimentation provides efficient mapping of composition–property relationships, and its

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Dec 12, 2025

Near-infrared spectroscopy

Near-IR absorption spectrum of dichloromethane showing complicated overlapping overtones of mid IR absorption features. Near

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