Dimitrios Moshou

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 28

Top Topics

Spectral Images

Machine Learning

Multilayer Perceptron

Top Venues

Comput. Electron. Agric.

Publications

Raúl Palma, Bogusz Janiak, Luís Moreira de Sousa, Kathi Schleidt, Tomás Rezník, Fenny van Egmond, Johan Leenaars, Dimitrios Moshou, Abdul M. Mouazen, Peter Wilson, David Medyckyj-Scott, Alistair Ritchie, Yusuf Yigini, Ronald Vargas
GloSIS: The Global Soil Information System Web Ontology. CoRR (2024)
Xanthoula Eirini Pantazi, Anastasia L. Lagopodi, Afroditi Alexandra Tamouridou, Nathalie Nephelie Kamou, Ioannis Giannakis, Georgios Lagiotis, Evangelia Stavridou, Panagiotis Madesis, Georgios Tziotzios, Konstantinos Dolaptsis, Dimitrios Moshou
Diagnosis of Induced Resistance State in Tomato Using Artificial Neural Network Models Based on Supervised Self-Organizing Maps and Fluorescence Kinetics. Sensors 22 (16) (2022)
Nikolaos Karapetsas, Thomas K. Alexandridis, George Bilas, Muhammad Abdul Munnaf, Angela Guerrero, Maria Calera, Anna Osann, Anne Gobin, Tomás Rezník, Dimitrios Moshou, Abdul Mounem Mouazen
Mapping Soil Properties with Fixed Rank Kriging of Proximally Sensed Soil Data Fused with Sentinel-2 Biophysical Parameter. Remote. Sens. 14 (7) (2022)
Ioannis Navrozidis, Thomas Alexandridis, Dimitrios Moshou, Anne Haugommard, Anastasia L. Lagopodi
Implementing Sentinel-2 Data and Machine Learning to Detect Plant Stress in Olive Groves. Remote. Sens. 14 (23) (2022)
Antonios Morellos, Xanthoula Eirini Pantazi, Charalampos Paraskevas, Dimitrios Moshou
Comparison of Deep Neural Networks in Detecting Field Grapevine Diseases Using Transfer Learning. Remote. Sens. 14 (18) (2022)
Thomas K. Alexandridis, Georgios Ovakoglou, Ines Cherif, Marta Gómez Giménez, Giovanni Laneve, Dimitrios Kasampalis, Dimitrios Moshou, Stergios Kartsios, Maria Chara Karypidou, Eleni Katragkou, Sixto Herrera García, Mahlatse Kganyago, N. Mashiyi, K. Pattnayak, Andrew J. Challinor, Rose Pritchard, Dan Brockington, Clarisse Kagoyire, Juan Suarez Beltran
Designing AfriCultuReS services to support food security in Africa. Trans. GIS 25 (2) (2021)
Abdul M. Mouazen, Felix Nyarko, Muhammad Qaswar, Gergely Tóth, Anne Gobin, Dimitrios Moshou
Spatiotemporal Prediction and Mapping of Heavy Metals at Regional Scale Using Regression Methods and Landsat 7. Remote. Sens. 13 (22) (2021)
Tomás Rezník, Lukás Herman, Martina Klocová, Filip Leitner, Tomás Pavelka, Simon Leitgeb, Katerina Trojanová, Radim Stampach, Dimitrios Moshou, Abdul M. Mouazen, Thomas K. Alexandridis, Jakub Hrádek, Vojtech Lukas, Petr Sirucek
Towards the Development and Verification of a 3D-Based Advanced Optimized Farm Machinery Trajectory Algorithm. Sensors 21 (9) (2021)
Athanasios Anagnostis, Aristotelis C. Tagarakis, G. Asiminari, Elpiniki Papageorgiou, Dimitrios Kateris, Dimitrios Moshou, Dionysis Bochtis
A deep learning approach for anthracnose infected trees classification in walnut orchards. Comput. Electron. Agric. 182 (2021)
Antonios Morellos, Georgios Tziotzios, Chrysoula Orfanidou, Xanthoula Eirini Pantazi, Christos Sarantaris, Varvara Maliogka, Thomas K. Alexandridis, Dimitrios Moshou
Non-Destructive Early Detection and Quantitative Severity Stage Classification of Tomato Chlorosis Virus (ToCV) Infection in Young Tomato Plants Using Vis-NIR Spectroscopy. Remote. Sens. 12 (12) (2020)
Andrés Muñoz, Jaehwa Park, Abdul M. Mouazen, Josenalde Barbosa de Oliveira, Dimitrios Moshou
Smart environments and ambient intelligence in agricultural and environmental technology. J. Ambient Intell. Smart Environ. 12 (5) (2020)
Ioannis Navrozidis, Anne Haugommard, Dimitrios Kasampalis, Thomas Alexandridis, Fabien Castel, Dimitrios Moshou, Georgios Ovakoglou, Xanthoula Eirini Pantazi, Afroditi Alexandra Tamouridou, Anastasia L. Lagopodi, Zois Zartaloudis, Spiros Mourelatos
Assessing Olive Trees Health Using Vegetation Indices and Mundi Web Services for Sentinel-2 Images. HAICTA (2020)
Xanthoula Eirini Pantazi, Ines Cherif, Afroditi Alexandra Tamouridou, Dimitrios Moshou, Georgios Ovakoglou, Thomas Alexandridis, Xanthi Tseni, Stella Kalaitzopoulou, Spiros Mourelatos
Comparing Machine Learning Algorithms for Surface Water Mapping using Sentinel-1 Data. HAICTA (2020)
Xanthoula Eirini Pantazi, Dimitrios Moshou, Alexandra A. Tamouridou
Automated leaf disease detection in different crop species through image features analysis and One Class Classifiers. Comput. Electron. Agric. 156 (2019)
Thomas K. Alexandridis, Dimitrios Moshou, Sixto Herrera García, Grigory Nikulin, Juan Suarez Beltran, Giovanni Laneve, Eleni Katragkou, Ines Cherif, Georgios Ovakoglou, Dimitrios Kasampalis, Maria Chara Karypidou, Stergios Kartsios, Ioannis Pytharoulis
Enhancing Food Security Through the Africultures Project: Design of Crop, Water and Drought Services. IGARSS (2019)
Ioannis Navrozidis, Spiros Mourelatos, Francisco Javier Nieto de Santos, Thomas K. Alexandridis, Dimitrios Moshou, Xanthoula Eirini Pantazi, Afroditi Alexandra Tamouridou, Dmitrii Kozhukh, Fabien Castel, Anastasia L. Lagopodi, Zois Zartaloudis
Olive Trees Stress Detection Using Sentinel-2 Images. IGARSS (2019)
Alexandra A. Tamouridou, Xanthoula Eirini Pantazi, Thomas Alexandridis, Anastasia L. Lagopodi, Giorgos Kontouris, Dimitrios Moshou
Spectral Identification of Disease in Weeds Using Multilayer Perceptron with Automatic Relevance Determination. Sensors 18 (9) (2018)
Theodota Zisi, Thomas K. Alexandridis, Spyridon Kaplanis, Ioannis Navrozidis, Alexandra A. Tamouridou, Anastasia L. Lagopodi, Dimitrios Moshou, Vassilios Polychronos
Incorporating Surface Elevation Information in UAV Multispectral Images for Mapping Weed Patches. J. Imaging 4 (11) (2018)
Ioannis Navrozidis, Thomas K. Alexandridis, Agathoklis Dimitrakos, Anastasia L. Lagopodi, Dimitrios Moshou, George C. Zalidis
Identification of purple spot disease on asparagus crops across spatial and spectral scales. Comput. Electron. Agric. 148 (2018)
Dimitrios Kasampalis, Thomas K. Alexandridis, Chetan Deva, Andrew J. Challinor, Dimitrios Moshou, Georgios Zalidis
Contribution of Remote Sensing on Crop Models: A Review. J. Imaging 4 (4) (2018)
Konstantinos Liakos, Patrizia Busato, Dimitrios Moshou, Simon Pearson, Dionysis Bochtis
Machine Learning in Agriculture: A Review. Sensors 18 (8) (2018)
Georgios Ovakoglou, Thomas K. Alexandridis, Jan G. P. W. Clevers, Ines Cherif, Dimitrios Kasampalis, Ioannis Navrozidis, Charalampos Iordanidis, Dimitrios Moshou, Giovanni Laneve, Juan Suarez Beltran
Spatial Enhancement of Modis Leaf Area Index Using Regression Analysis with Landsat Vegetation Index. IGARSS (2018)
Alexandra A. Tamouridou, Thomas K. Alexandridis, Xanthoula Eirini Pantazi, Anastasia L. Lagopodi, Javid Kashefi, Dimitrios Kasampalis, Giorgos Kontouris, Dimitrios Moshou
Application of Multilayer Perceptron with Automatic Relevance Determination on Weed Mapping Using UAV Multispectral Imagery. Sensors 17 (10) (2017)
Xanthoula Eirini Pantazi, Alexandra A. Tamouridou, Thomas Alexandridis, Anastasia L. Lagopodi, Javid Kashefi, Dimitrios Moshou
Evaluation of hierarchical self-organising maps for weed mapping using UAS multispectral imagery. Comput. Electron. Agric. 139 (2017)
Xanthoula Eirini Pantazi, Alexandra A. Tamouridou, Thomas Alexandridis, Anastasia L. Lagopodi, Giorgos Kontouris, Dimitrios Moshou
Detection of Silybum marianum infection with Microbotryum silybum using VNIR field spectroscopy. Comput. Electron. Agric. 137 (2017)
Thomas K. Alexandridis, Alexandra A. Tamouridou, Xanthoula Eirini Pantazi, Anastasia L. Lagopodi, Javid Kashefi, Georgios Ovakoglou, Vassilios Polychronos, Dimitrios Moshou
Detection on UAV Multispectral Images. Sensors 17 (9) (2017)
Xanthoula Eirini Pantazi, Dimitrios Moshou, Thomas Alexandridis, Rebecca L. Whetton, Abdul Mounem Mouazen
Wheat yield prediction using machine learning and advanced sensing techniques. Comput. Electron. Agric. 121 (2016)
Xanthoula Eirini Pantazi, Dimitrios Moshou, Alexandra A. Tamouridou, Stathis Kasderidis
Leaf Disease Recognition in Vine Plants Based on Local Binary Patterns and One Class Support Vector Machines. AIAI (2016)
Xanthoula Eirini Pantazi, Dimitrios Moshou, Abdul Mounem Mouazen, Thomas Alexandridis, Boyan Kuang
Data Fusion of Proximal Soil Sensing and Remote Crop Sensing for the Delineation of Management Zones in Arable Crop Precision Farming. HAICTA (2015)
Xanthoula Eirini Pantazi, Dimitrios Moshou, Antonios Morellos, Rebecca L. Whetton, Jens Wiebensohn, Abdul Mounem Mouazen
Prediction of Soil Nitrogen from Spectral Features Using Supervised Self Organising Maps. EANN (2015)
Xanthoula Eirini Pantazi, Dimitrios Moshou, Abdul Mounem Mouazen, Boyan Kuang, Thomas Alexandridis
Application of Supervised Self Organising Models for Wheat Yield Prediction. AIAI (2014)
Xanthoula Eirini Pantazi, Dimitrios Moshou, Dimitrios Kasampalis, Pavlos Tsouvaltzis, Dimitrios Kateris
Automatic Detection of Different Harvesting Stages in Lettuce Plants by Using Chlorophyll Fluorescence Kinetics and Supervised Self Organizing Maps (SOMs). EANN (1) (2013)
Dimitrios Moshou, Natsis Athanasios, Dimitrios Kateris, Ioannis Gravalos, Nader Sawalhi, Ioannis Kalimanis, Theodoros Gialamas, Panagiotis Xyradakis, Zisis Tsiropoulos
Agricultural Vehicle Condition Monitoring System Based On Unsupervised Novelty Detection. HAICTA (2011)
Dimitrios Moshou, Dimitrios Kateris, Nader Sawalhi, Spyridon Loutridis, Ioannis Gravalos
Fault Severity Estimation in Rotating Mechanical Systems Using Feature Based Fusion and Self-Organizing Maps. ICANN (2) (2010)
Dimitrios Moshou, Cedric Bravo, Roberto Oberti, Jon West, Luigi Bodria, Alastair McCartney, Herman Ramon
Plant disease detection based on data fusion of hyper-spectral and multi-spectral fluorescence imaging using Kohonen maps. Real Time Imaging 11 (2) (2005)
Dimitrios Moshou, Ivo Hostens, George Papaioannou, Herman Ramon
Dynamic muscle fatigue detection using self-organizing maps. Appl. Soft Comput. 5 (4) (2005)
Dimitrios Moshou, Koen Deprez, Herman Ramon
Prediction of spreading processes using a supervised Self-Organizing Map. Math. Comput. Simul. 65 (1-2) (2004)