Binu Melit Devassy
Publications
2025
-
Francis, Jobin;
George, Sony;
Devassy, Binu Melit;
George, Sudhish N..
(2025)
Development of a unified framework of low-rank approximation and deep neural networks for predicting the spatial variability of SSC in `Spania' watermelons using vis/NIR hyperspectral imaging.
Postharvest Biology and Technology
Academic article
-
Shanthini, K.S.;
Francis, Jobin;
George, Sudhish N.;
George, Sony;
Devassy, Binu Melit.
(2025)
Early bruise detection, classification and prediction in strawberry using Vis-NIR hyperspectral imaging.
Food Control
Academic article
2023
-
Francis, Jobin;
Devassy, Binu Melit;
George, Sudhish N;
George, Sony.
(2023)
Quantitative Assessment of Hayward Kiwi Soluble Solids Content Prediction Using Hyperspectral Imaging.
Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing
Academic article
-
Devassy, Binu Melit;
George, Sony.
(2023)
Forensic Document Analysis Using Hyperspectral Imaging and Deep Convolutional Spectral Clustering.
Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing
Academic article
-
Shanthini, K.S.;
George, Sudhish N.;
George, Sony;
Devassy, Binu Melit.
(2023)
Hyperspectral fruit image restoration using non-convex optimization.
Journal of Food Engineering
Academic article
2022
-
D, Deepthi;
Devassy, Binu Melit;
George, Sony;
Nussbaum, Peter;
Tessamma, Thomas.
(2022)
Classification of forensic hyperspectral paper data using hybrid spectral similarity algorithms.
Journal of Chemometrics
Academic article
2021
-
Devassy, Binu Melit;
George, Sony.
(2021)
Estimation of strawberry firmness using hyperspectral imaging: a comparison of regression models.
Journal of Spectral Imaging
Academic article
-
Devassy, Binu Melit;
George, Sony.
(2021)
Forensic analysis of beverage stains using hyperspectral imaging.
Scientific Reports
Academic article
-
Moen, Jon Elias;
Nilsen, Vebjørn Johansen;
Brox-Saidi, Katherine Asha;
Kohmann, Eivind;
Devassy, Binu Melit;
George, Sony.
(2021)
Hyperspectral imaging and machine learning for the prediction of SSC in kiwi fruits.
NIKT: Norsk IKT-konferanse for forskning og utdanning
Academic article
2020
-
Devassy, Binu Melit;
George, Sony.
(2020)
Dimensionality reduction and visualisation of hyperspectral ink data using t-SNE.
Forensic Science International
Academic article
-
Devassy, Binu Melit;
George, Sony;
Nussbaum, Peter.
(2020)
Unsupervised Clustering of Hyperspectral Paper Data Using t-SNE.
Journal of Imaging
Academic article
-
Devassy, Binu Melit;
George, Sony.
(2020)
Contactless Classification of Strawberry Using Hyperspectral Imaging.
CEUR Workshop Proceedings
Academic article
2019
-
Devassy, Binu Melit;
Yayilgan, Sule Yildirim;
Hardeberg, Jon Yngve.
(2019)
The Impact of Replacing Complex Hand-Crafted Features with Standard Features for Melanoma Classification using Both Hand-Crafted and Deep Features.
Advances in Intelligent Systems and Computing
Academic article
-
Devassy, Binu Melit;
George, Sony.
(2019)
Ink Classification Using Convolutional Neural Network.
NISK Journal
Academic article
-
Devassy, Binu Melit;
George, Sony;
Hardeberg, Jon Yngve.
(2019)
Comparison of Ink Classification Capabilities of Classic Hyperspectral Similarity Features.
Proceedings of 2019 International Conference on Document Analysis and Recognition Workshops (ICDARW)
Academic article
Journal publications
-
Francis, Jobin;
George, Sony;
Devassy, Binu Melit;
George, Sudhish N..
(2025)
Development of a unified framework of low-rank approximation and deep neural networks for predicting the spatial variability of SSC in `Spania' watermelons using vis/NIR hyperspectral imaging.
Postharvest Biology and Technology
Academic article
-
Shanthini, K.S.;
Francis, Jobin;
George, Sudhish N.;
George, Sony;
Devassy, Binu Melit.
(2025)
Early bruise detection, classification and prediction in strawberry using Vis-NIR hyperspectral imaging.
Food Control
Academic article
-
Francis, Jobin;
Devassy, Binu Melit;
George, Sudhish N;
George, Sony.
(2023)
Quantitative Assessment of Hayward Kiwi Soluble Solids Content Prediction Using Hyperspectral Imaging.
Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing
Academic article
-
Devassy, Binu Melit;
George, Sony.
(2023)
Forensic Document Analysis Using Hyperspectral Imaging and Deep Convolutional Spectral Clustering.
Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing
Academic article
-
Shanthini, K.S.;
George, Sudhish N.;
George, Sony;
Devassy, Binu Melit.
(2023)
Hyperspectral fruit image restoration using non-convex optimization.
Journal of Food Engineering
Academic article
-
D, Deepthi;
Devassy, Binu Melit;
George, Sony;
Nussbaum, Peter;
Tessamma, Thomas.
(2022)
Classification of forensic hyperspectral paper data using hybrid spectral similarity algorithms.
Journal of Chemometrics
Academic article
-
Devassy, Binu Melit;
George, Sony.
(2021)
Estimation of strawberry firmness using hyperspectral imaging: a comparison of regression models.
Journal of Spectral Imaging
Academic article
-
Devassy, Binu Melit;
George, Sony.
(2021)
Forensic analysis of beverage stains using hyperspectral imaging.
Scientific Reports
Academic article
-
Moen, Jon Elias;
Nilsen, Vebjørn Johansen;
Brox-Saidi, Katherine Asha;
Kohmann, Eivind;
Devassy, Binu Melit;
George, Sony.
(2021)
Hyperspectral imaging and machine learning for the prediction of SSC in kiwi fruits.
NIKT: Norsk IKT-konferanse for forskning og utdanning
Academic article
-
Devassy, Binu Melit;
George, Sony.
(2020)
Dimensionality reduction and visualisation of hyperspectral ink data using t-SNE.
Forensic Science International
Academic article
-
Devassy, Binu Melit;
George, Sony;
Nussbaum, Peter.
(2020)
Unsupervised Clustering of Hyperspectral Paper Data Using t-SNE.
Journal of Imaging
Academic article
-
Devassy, Binu Melit;
George, Sony.
(2020)
Contactless Classification of Strawberry Using Hyperspectral Imaging.
CEUR Workshop Proceedings
Academic article
-
Devassy, Binu Melit;
Yayilgan, Sule Yildirim;
Hardeberg, Jon Yngve.
(2019)
The Impact of Replacing Complex Hand-Crafted Features with Standard Features for Melanoma Classification using Both Hand-Crafted and Deep Features.
Advances in Intelligent Systems and Computing
Academic article
-
Devassy, Binu Melit;
George, Sony.
(2019)
Ink Classification Using Convolutional Neural Network.
NISK Journal
Academic article
-
Devassy, Binu Melit;
George, Sony;
Hardeberg, Jon Yngve.
(2019)
Comparison of Ink Classification Capabilities of Classic Hyperspectral Similarity Features.
Proceedings of 2019 International Conference on Document Analysis and Recognition Workshops (ICDARW)
Academic article