AIMC Topic: Spectroscopy, Near-Infrared

Clear Filters Showing 111 to 120 of 278 articles

Machine learning methods in near infrared spectroscopy for predicting sensory traits in sweetpotatoes.

Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy May 4, 2024
It has been established that near infrared (NIR) spectroscopy has the potential of estimating sensory traits given the direct spectral responses that these properties have in the NIR region. In sweetpotato, sensory and texture traits are key for impr...
Spectroscopy, Near-Infrared Food Analysis Machine Learning Algorithms Ipomoea batatas Food Quality Plant Breeding Models, Statistical Humans Sensation
View on PubMed DOI

Comparing visible and near infrared 'point' spectroscopy and hyperspectral imaging techniques to visualize the variability of apple firmness.

Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy Apr 24, 2024
In this work, visible and near-infrared 'point' (Vis-NIR) spectroscopy and hyperspectral imaging (Vis-NIR-HSI) techniques were applied on three different apple cultivars to compare their firmness prediction performances based on a large intra-variabi...
Malus Fruit Hyperspectral Imaging Spectroscopy, Near-Infrared Support Vector Machine Least-Squares Analysis
View on PubMed DOI

Development of Multimodal Fusion Technology for Tomato Maturity Assessment.

Sensors (Basel, Switzerland) Apr 11, 2024
The maturity of fruits and vegetables such as tomatoes significantly impacts indicators of their quality, such as taste, nutritional value, and shelf life, making maturity determination vital in agricultural production and the food processing industr...
Neural Networks, Computer Color Solanum lycopersicum Spectroscopy, Near-Infrared Deep Learning Fruit
View on PubMed DOI

Research on the chemical oxygen demand spectral inversion model in water based on IPLS-GAN-SVM hybrid algorithm.

PloS one Apr 11, 2024
Spectral collinearity and limited spectral datasets are the problems influencing Chemical Oxygen Demand (COD) modeling. To address the first problem and obtain optimal modeling range, the spectra are preprocessed using six methods including Standard ...
Least-Squares Analysis Water Algorithms Biological Oxygen Demand Analysis Spectroscopy, Near-Infrared Support Vector Machine
View on PubMed DOI

Exploring Deep Learning to Predict Coconut Milk Adulteration Using FT-NIR and Micro-NIR Spectroscopy.

Sensors (Basel, Switzerland) Apr 8, 2024
Accurately identifying adulterants in agriculture and food products is associated with preventing food safety and commercial fraud activities. However, a rapid, accurate, and robust prediction model for adulteration detection is hard to achieve in pr...
Spectroscopy, Near-Infrared Starch Animals Deep Learning Milk Cocos
View on PubMed DOI

Integrating portable NIR spectrometry with deep learning for accurate Estimation of crude protein in corn feed.

Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy Mar 28, 2024
This study investigates the challenges encountered in utilizing portable near-infrared (NIR) spectrometers in agriculture, specifically in developing predictive models with high accuracy and robust generalization abilities despite limited spectral re...
Agriculture Proteins Spectroscopy, Near-Infrared Zea mays Deep Learning
View on PubMed DOI

Within-Session Reliability of fNIRS in Robot-Assisted Upper-Limb Training.

IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society Mar 25, 2024
Functional near-infrared spectroscopy (fNIRS) seems opportune for neurofeedback in robot-assisted rehabilitation training due to its noninvasive, less physical restriction, and no electromagnetic disturbance. Previous research has proved the cross-se...
Upper Extremity Spectroscopy, Near-Infrared Robotics Humans Reproducibility of Results
View on PubMed DOI

Technical and functional design considerations for a real-world interpretable AI solution for NIR perfusion analysis (including cancer).

European journal of surgical oncology : the journal of the European Society of Surgical Oncology and the British Association of Surgical Oncology Mar 18, 2024
Near infrared (NIR) analysis of tissue perfusion via indocyanine green fluorescence assessment is performed clinically during surgery for a range of indications. Its usefulness can potentially be further enhanced through the application of interpreta...
Humans Coloring Agents Spectroscopy, Near-Infrared Artificial Intelligence Indocyanine Green Fluorescent Dyes Perfusion Imaging Neoplasms
View on PubMed DOI

Precision in wheat flour classification: Harnessing the power of deep learning and two-dimensional correlation spectrum (2DCOS).

Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy Mar 5, 2024
Wheat flour is a ubiquitous food ingredient, yet discerning its various types can prove challenging. A practical approach for identifying wheat flour types involves analyzing one-dimensional near-infrared spectroscopy (NIRS) data. This paper introduc...
Flour Least-Squares Analysis Triticum Spectroscopy, Near-Infrared Deep Learning Algorithms
View on PubMed DOI

NIR spectroscopy-CNN-enabled chemometrics for multianalyte monitoring in microbial fermentation.

Biotechnology and bioengineering Feb 23, 2024
As the biopharmaceutical industry looks to implement Industry 4.0, the need for rapid and robust analytical characterization of analytes has become a pressing priority. Spectroscopic tools, like near-infrared (NIR) spectroscopy, are finding increasin...
Neural Networks, Computer Fermentation Least-Squares Analysis Chemometrics Spectroscopy, Near-Infrared Glucose Escherichia coli
View on PubMed DOI
Popular Topics
Recent Journals