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