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Dimitrios Argyropoulos

University College Dublin (UCD)

Dublin

SCHOLARLY PAPERS

4

DOWNLOADS

139

TOTAL CITATIONS

2

Scholarly Papers (4)

1.

Spectrofood Dataset: A Comprehensive Fruit and Vegetable Hyperspectral Meta-Dataset for Dry Matter Estimation

Number of pages: 6 Posted: 13 Oct 2023
Agricultural University of Athens, Flanders Research Institute for Agriculture, Fisheries and Food (ILVO), Leibniz Institute for Agricultural Engineering and Bioeconomy (ATB), University College Dublin (UCD), University College Dublin (UCD), University College Dublin (UCD), Flanders Research Institute for Agriculture, Fisheries and Food (ILVO), Inagro vzw and Agricultural University of Athens
Downloads 61 (980,173)
Citation 2

Abstract:

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Hyperspectral imaging, Artificial Intelligence, apple, broccoli, leek, mushroom

2.

Deep Learning Driven Methodology for the Prediction of Mushroom Moisture Content Using a Novel Led-Based Portable Hyperspectral Imaging System

Number of pages: 36 Posted: 09 Nov 2024
Kai Yang, Ming Zhao and Dimitrios Argyropoulos
University College Dublin (UCD), University College Dublin (UCD) and University College Dublin (UCD)
Downloads 40 (1,209,354)

Abstract:

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portable hyperspectral imaging, LED lighting system, mushroom moisture content, convolutional neural network, support vector machine regression

3.

Explainable deep learning combined with hyperspectral imaging for early detection of browning in mushrooms

Number of pages: 44 Posted: 05 Jan 2026
Kai Yang and Dimitrios Argyropoulos
University College Dublin (UCD) and University College Dublin (UCD)
Downloads 27 (1,385,945)

Abstract:

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mushroom browning, hyperspectral imaging, deep learning, Grad-CAM, LED illumination, spectral selection

4.

MushroomSegDepth: A Multitask Model for Segmentation and Depth Prediction of Oyster Mushrooms to support growth management

Number of pages: 38 Posted: 14 Feb 2026
Meiqing Wang, Sari Nuwayhid and Dimitrios Argyropoulos
University College Dublin, University College Dublin and University College Dublin (UCD)
Downloads 11 (1,534,404)

Abstract:

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Digital agriculture, Data-driven crop monitoring, AI for agriculture, Computer vision, RGB-D