Dimitris G. Stavrakoudis

Publication Activity (10 Years)

Years Active: 2007-2021
Publications (10 Years): 12

Top Topics

Segmentation Algorithm

Satellite Imagery

Top Venues

IEEE Trans. Geosci. Remote. Sens.

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

Publications

Nikos Georgopoulos, Ioannis Z. Gitas, Alexandra Stefanidou, Lauri Korhonen, Dimitris G. Stavrakoudis
Estimation of Individual Tree Stem Biomass in an Uneven-Aged Structured Coniferous Forest Using Multispectral LiDAR Data. Remote. Sens. 13 (23) (2021)
Alexandra Stefanidou, Ioannis Z. Gitas, Lauri Korhonen, Nikos Georgopoulos, Dimitris G. Stavrakoudis
Multispectral LiDAR-Based Estimation of Surface Fuel Load in a Dense Coniferous Forest. Remote. Sens. 12 (20) (2020)
Alexandra Stefanidou, Ioannis Z. Gitas, Lauri Korhonen, Dimitris G. Stavrakoudis, Nikos Georgopoulos
LiDAR-Based Estimates of Canopy Base Height for a Dense Uneven-Aged Structured Forest. Remote. Sens. 12 (10) (2020)
Alexandra Stefanidou, Ioannis Z. Gitas, Lauri Korhonen, Dimitris G. Stavrakoudis, Nikos Georgopoulos
Erratum: Stefanidou, A., et al. LiDAR-Based Estimates of Canopy Base Height for a Dense Uneven-Aged Structured Forest. Remote Sensing 2020, 12, 1565. Remote. Sens. 12 (19) (2020)
Dimitris G. Stavrakoudis, Dimitrios Katsantonis, Kalliopi Kadoglidou, Argyris Kalaitzidis, Ioannis Z. Gitas
Estimating Rice Agronomic Traits Using Drone-Collected Multispectral Imagery. Remote. Sens. 11 (5) (2019)
Alexandra Stefanidou, Ioannis Z. Gitas, Dimitris G. Stavrakoudis, Georgios Eftychidis
Midterm Fire Danger Prediction Using Satellite Imagery and Auxiliary Thematic Layers. Remote. Sens. 11 (23) (2019)
Nikos Georgopoulos, Dimitris G. Stavrakoudis, Ioannis Z. Gitas
Object-Based Burned Area Mapping Using Sentinel-2 Imagery and Supervised Learning Guided by Empirical Rules. IGARSS (2019)
Francesco Nutini, Roberto Confalonieri, Alberto Crema, Ermes Movedi, Livia Paleari, Dimitris G. Stavrakoudis, Mirco Boschetti
An operational workflow to assess rice nutritional status based on satellite imagery and smartphone apps. Comput. Electron. Agric. 154 (2018)
Manuel Campos-Taberner, Francisco Javier García-Haro, Gustau Camps-Valls, Gonçal Grau-Muedra, Francesco Nutini, Lorenzo Busetto, Dimitrios Katsantonis, Dimitris G. Stavrakoudis, Chara Minakou, Luca Gatti, Massimo Barbieri, Francesco Holecz, Daniela Stroppiana, Mirco Boschetti
Exploitation of SAR and Optical Sentinel Data to Detect Rice Crop and Estimate Seasonal Dynamics of Leaf Area Index. Remote. Sens. 9 (3) (2017)
Lorenzo Busetto, Sven Casteleyn, Carlos Granell, Monica Pepe, Massimo Barbieri, Manuel Campos-Taberner, Raffaele Casa, Francesco Collivignarelli, Roberto Confalonieri, Alberto Crema, Francisco Javier García-Haro, Luca Gatti, Ioannis Z. Gitas, Alberto González-Pérez, Gonçal Grau-Muedra, Tommaso Guarneri, Francesco Holecz, Dimitrios Katsantonis, Chara Minakou, Ignacio Miralles, Ermes Movedi, Francesco Nutini, Valentina Pagani, Angelo Palombo, Francesco Di Paola, Simone Pascucci, Stefano Pignatti, Anna Rampini, Luigi Ranghetti, Elisabetta Ricciardelli, Filomena Romano, Dimitris G. Stavrakoudis, Daniela Stroppiana, Mariassunta Viggiano, Mirco Boschetti
Downstream Services for Rice Crop Monitoring in Europe: From Regional to Local Scale. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10 (12) (2017)
Stelios K. Mylonas, Dimitris G. Stavrakoudis, John B. Theocharis, George C. Zalidis, Ioannis Z. Gitas
A Local Search-Based GeneSIS algorithm for the Segmentation and Classification of Remote-Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (4) (2016)
Eleni Dragozi, Ioannis Z. Gitas, Sofia Bajocco, Dimitris G. Stavrakoudis
Exploring the Relationship between Burn Severity Field Data and Very High Resolution GeoEye Images: The Case of the 2011 Evros Wildfire in Greece. Remote. Sens. 8 (7) (2016)
David García, Dimitris G. Stavrakoudis, Antonio González Muñoz, Raúl Pérez, John B. Theocharis
A Fuzzy Rule-Based Feature Construction Approach Applied to Remotely Sensed Imagery. IFSA-EUSFLAT (2015)
Stelios K. Mylonas, Dimitris G. Stavrakoudis, John B. Theocharis, Paris A. Mastorocostas
Classification of Remotely Sensed Images Using the GeneSIS Fuzzy Segmentation Algorithm. IEEE Trans. Geosci. Remote. Sens. 53 (10) (2015)
Stelios K. Mylonas, Dimitris G. Stavrakoudis, John B. Theocharis, Paris A. Mastorocostas
A Region-Based GeneSIS Segmentation Algorithm for the Classification of Remotely Sensed Images. Remote. Sens. 7 (3) (2015)
Vasilis G. Giannoglou, Dimitris G. Stavrakoudis, John B. Theocharis, Vassilios Petridis
Genetic fuzzy rule based classification systems for coronary plaque characterization based on intravascular ultrasound images. Eng. Appl. Artif. Intell. 38 (2015)
Dimitris G. Stavrakoudis, Eleni Dragozi, Ioannis Z. Gitas, Christos G. Karydas
Decision Fusion Based on Hyperspectral and Multispectral Satellite Imagery for Accurate Forest Species Mapping. Remote. Sens. 6 (8) (2014)
Stelios K. Mylonas, Dimitris G. Stavrakoudis, John B. Theocharis, Paris A. Mastorocostas
Spectral-spatial classification of remote sensing images using a region-based GeneSIS Segmentation algorithm. FUZZ-IEEE (2014)
Eleni Dragozi, Ioannis Z. Gitas, Dimitris G. Stavrakoudis, John B. Theocharis
Burned Area Mapping Using Support Vector Machines and the FuzCoC Feature Selection Method on VHR IKONOS Imagery. Remote. Sens. 6 (12) (2014)
Stelios K. Mylonas, Dimitris G. Stavrakoudis, John B. Theocharis
GeneSIS: A GA-based fuzzy segmentation algorithm for remote sensing images. Knowl. Based Syst. 54 (2013)
Dimitris G. Stavrakoudis, Georgia N. Galidaki, Ioannis Z. Gitas, John B. Theocharis
A Genetic Fuzzy-Rule-Based Classifier for Land Cover Classification From Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 50 (1) (2012)
Vasilis G. Giannoglou, Dimitris G. Stavrakoudis, John B. Theocharis
IVUS-based characterization of atherosclerotic plaques using feature selection and SVM classification. BIBE (2012)
Dimitris G. Stavrakoudis, Georgia N. Galidaki, Ioannis Z. Gitas, John B. Theocharis
Reducing the Complexity of Genetic Fuzzy Classifiers in Highly-Dimensional Classification Problems. Int. J. Comput. Intell. Syst. 5 (2) (2012)
Vasilis G. Giannoglou, Dimitris G. Stavrakoudis, John B. Theocharis, Vassilios Petridis
Genetic fuzzy rule-based classification systems for tissue characterization of intravascular ultrasound images. FUZZ-IEEE (2012)
Stelios K. Mylonas, Dimitris G. Stavrakoudis, John B. Theocharis
A GA-based sequential fuzzy segmentation approach for classification of remote sensing images. FUZZ-IEEE (2012)
Dimitris G. Stavrakoudis, Georgia N. Galidaki, Ioannis Z. Gitas, John B. Theocharis
A Fast Iterative Rule-based Linguistic Classifier for hyperspectral remote sensing tasks. GEFS (2011)
Dimitris G. Stavrakoudis, John B. Theocharis, George C. Zalidis
A multistage genetic fuzzy classifier for land cover classification from satellite imagery. Soft Comput. 15 (12) (2011)
Dimitris G. Stavrakoudis, Ioannis Z. Gitas, John B. Theocharis
A hierarchical genetic fuzzy rule-based classifier for high-dimensional classification problems. FUZZ-IEEE (2011)
Dimitris G. Stavrakoudis, Georgia N. Galidaki, Ioannis Z. Gitas, John B. Theocharis
Enhancing the interpretability of genetic fuzzy classifiers in land cover classification from hyperspectral satellite imagery. FUZZ-IEEE (2010)
Dimitris G. Stavrakoudis, John B. Theocharis
Employing effective feature selection in Genetic Fuzzy Rule-Based Classification Systems. GEFS (2010)
Dimitris G. Stavrakoudis, John B. Theocharis
A genetic fuzzy rule-based classifier for land cover image classification. FUZZ-IEEE (2009)
Paris A. Mastorocostas, Dimitris G. Stavrakoudis, John B. Theocharis
A pipelined recurrent fuzzy model for real-time analysis of lung sounds. Eng. Appl. Artif. Intell. 21 (8) (2008)
Dimitris G. Stavrakoudis, A. K. Papastamoulis, John B. Theocharis
Evolutionary identification of a recurrent fuzzy neural network with enhanced memory capabilities. GEFS (2008)
Dimitris G. Stavrakoudis, John B. Theocharis
Pipelined Recurrent Fuzzy Neural Networks for Nonlinear Adaptive Speech Prediction. IEEE Trans. Syst. Man Cybern. Part B 37 (5) (2007)
Dimitris G. Stavrakoudis, Paris A. Mastorocostas, John B. Theocharis
A Pipelined Recurrent Fuzzy Neural Filter for the Separation of Lung Sounds. FUZZ-IEEE (2007)
Dimitris G. Stavrakoudis, John B. Theocharis
A recurrent fuzzy neural network for adaptive speech prediction. SMC (2007)