ASSESSING THE CONTRIBUTION OF SPECTRAL AND TEMPORAL FEATURES FOR ANNUAL LAND COVER AND CROP TYPE MAPPING

Karakizi, C.; Tsiotas, I. A.; Kandylakis, Z.; Vaiopoulos, A.; Karantzalos, K.

doi:https://doi.org/10.5194/isprs-archives-XLIII-B3-2020-1555-2020

Articles | Volume XLIII-B3-2020

Article
Metrics
Related articles

Articles | Volume XLIII-B3-2020

https://doi.org/10.5194/isprs-archives-XLIII-B3-2020-1555-2020

Articles | Volume XLIII-B3-2020

Article
Metrics
Related articles

22 Aug 2020

| 22 Aug 2020

ASSESSING THE CONTRIBUTION OF SPECTRAL AND TEMPORAL FEATURES FOR ANNUAL LAND COVER AND CROP TYPE MAPPING

C. Karakizi, I. A. Tsiotas, Z. Kandylakis, A. Vaiopoulos, and K. Karantzalos

C. Karakizi

Remote Sensing Laboratory, National Technical University of Athens, Heroon Polytechniou 9, 15780 Zographos, Greece

I. A. Tsiotas

Remote Sensing Laboratory, National Technical University of Athens, Heroon Polytechniou 9, 15780 Zographos, Greece

Z. Kandylakis

Remote Sensing Laboratory, National Technical University of Athens, Heroon Polytechniou 9, 15780 Zographos, Greece

A. Vaiopoulos

Remote Sensing Laboratory, National Technical University of Athens, Heroon Polytechniou 9, 15780 Zographos, Greece

K. Karantzalos

https://orcid.org/0000-0001-8730-6245

Remote Sensing Laboratory, National Technical University of Athens, Heroon Polytechniou 9, 15780 Zographos, Greece

Related authors

Show only first author papers Show all papers

JOINT LAND COVER AND CROP TYPE MAPPING USING MULTI-TEMPORAL SENTINEL-2 DATA FROM VARIOUS ENVIRONMENTAL ZONES IN GREECE

C. Karakizi, Z. Kandylakis, A. D. Vaiopoulos, and K. Karantzalos

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 319–326, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-319-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-319-2021, 2021

Development and Deployment of THEIA: A Compact Underwater Multispectral Imaging System

Sotiris Spanos, Christos Antoniou, Valsamis Ntouskos, Angelos Mallios, Paraskevi Nomikou, and Konstantinos Karantzalos

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-2-W10-2025, 287–294, https://doi.org/10.5194/isprs-archives-XLVIII-2-W10-2025-287-2025,https://doi.org/10.5194/isprs-archives-XLVIII-2-W10-2025-287-2025, 2025

Large Scale Mowing Event Detection on Dense Time Series Data Using Deep Learning Methods and Knowledge Distillation

Tilemachos Moumouris, Vasileios Tsironis, Athena Psalta, and Konstantinos Karantzalos

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-M-7-2025, 43–48, https://doi.org/10.5194/isprs-archives-XLVIII-M-7-2025-43-2025,https://doi.org/10.5194/isprs-archives-XLVIII-M-7-2025-43-2025, 2025

Evaluating Different Methods for the Estimation of Bare Soil Surface Reflectance Using Multispectral Satellite Image Time Series

Eleni Sofikiti, Vasileios Tsironis, and Konstantinos Karantzalos

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-M-7-2025, 207–214, https://doi.org/10.5194/isprs-archives-XLVIII-M-7-2025-207-2025,https://doi.org/10.5194/isprs-archives-XLVIII-M-7-2025-207-2025, 2025

StreamUR: Physics-informed Near Real-Time Underwater Image Restoration

Christos Antoniou, Sotiris Spanos, Simon Vellas, Valsamis Ntouskos, and Konstantinos Karantzalos

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-3-2024, 1–8, https://doi.org/10.5194/isprs-archives-XLVIII-3-2024-1-2024,https://doi.org/10.5194/isprs-archives-XLVIII-3-2024-1-2024, 2024

Mitigating coarse spatial reconstruction to generate missing bands for the HLS dataset

Vasileios Tsironis, Athina Psalta, and Konstantinos Karantzalos

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-3-2024, 553–558, https://doi.org/10.5194/isprs-archives-XLVIII-3-2024-553-2024,https://doi.org/10.5194/isprs-archives-XLVIII-3-2024-553-2024, 2024

MAPPING BEE-KEEPING FOREST PLANTS FROM MEDIUM SPATIAL RESOLUTION MULTISPECTRAL SATELLITE DATA

A. Antonopoulos, O. Gounari, A. Falagas, A. Tsagkarakis, and K. Karantzalos

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-W2-2023, 1839–1845, https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-1839-2023,https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-1839-2023, 2023

HOW CHALLENGING IS THE DISCRIMINATION OF FLOATING MATERIALS ON THE SEA SURFACE USING HIGH RESOLUTION MULTISPECTRAL SATELLITE DATA?

P. Mikeli, K. Kikaki, I. Kakogeorgiou, and K. Karantzalos

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2022, 151–157, https://doi.org/10.5194/isprs-archives-XLIII-B3-2022-151-2022,https://doi.org/10.5194/isprs-archives-XLIII-B3-2022-151-2022, 2022

CLOUDTRAN: CLOUD REMOVAL FROM MULTITEMPORAL SATELLITE IMAGES USING AXIAL TRANSFORMER NETWORKS

D. Christopoulos, V. Ntouskos, and K. Karantzalos

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2022, 1125–1132, https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-1125-2022,https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-1125-2022, 2022

FILTERING LPIS DATA FOR BUILDING TRUSTWORTHY TRAINING DATASETS FOR CROP TYPE MAPPING: A CASE STUDY IN GREECE

O. Gounari, C. Karakizi, and K. Karantzalos

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2022, 871–877, https://doi.org/10.5194/isprs-archives-XLIII-B3-2022-871-2022,https://doi.org/10.5194/isprs-archives-XLIII-B3-2022-871-2022, 2022

JOINT LAND COVER AND CROP TYPE MAPPING USING MULTI-TEMPORAL SENTINEL-2 DATA FROM VARIOUS ENVIRONMENTAL ZONES IN GREECE

C. Karakizi, Z. Kandylakis, A. D. Vaiopoulos, and K. Karantzalos

SEAFLOOR MAPPING FROM MULTISPECTRAL MULTIBEAM ACOUSTIC DATA AT THE EUROPEAN OPEN SCIENCE CLOUD

P. Mertikas and K. Karantzalos

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2020, 985–990, https://doi.org/10.5194/isprs-archives-XLIII-B2-2020-985-2020,https://doi.org/10.5194/isprs-archives-XLIII-B2-2020-985-2020, 2020

URBAN CHANGE DETECTION BASED ON SEMANTIC SEGMENTATION AND FULLY CONVOLUTIONAL LSTM NETWORKS

M. Papadomanolaki, M. Vakalopoulou, and K. Karantzalos

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 541–547, https://doi.org/10.5194/isprs-annals-V-2-2020-541-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-541-2020, 2020

A SEMANTIC 3D POINT CLOUD SEGMENTATION APPROACH BASED ON OPTIMAL VIEW SELECTION FOR 2D IMAGE FEATURE EXTRACTION

A. Adam, L. Grammatikopoulos, G. Karras, E. Protopapadakis, and K. Karantzalos

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W17, 9–14, https://doi.org/10.5194/isprs-archives-XLII-2-W17-9-2019,https://doi.org/10.5194/isprs-archives-XLII-2-W17-9-2019, 2019

SHALLOW WATER BATHYMETRY MAPPING FROM UAV IMAGERY BASED ON MACHINE LEARNING

P. Agrafiotis, D. Skarlatos, A. Georgopoulos, and K. Karantzalos

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W10, 9–16, https://doi.org/10.5194/isprs-archives-XLII-2-W10-9-2019,https://doi.org/10.5194/isprs-archives-XLII-2-W10-9-2019, 2019

MULTIMODAL DATA FUSION FOR EFFECTIVE SURVEILLANCE OF CRITICAL INFRASTRUCTURE

Z. Kandylakis, K. Karantzalos, A. Doulamis, and L. Karagiannidis

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-3-W3, 87–93, https://doi.org/10.5194/isprs-archives-XLII-3-W3-87-2017,https://doi.org/10.5194/isprs-archives-XLII-3-W3-87-2017, 2017

PRECISION VITICULTURE FROM MULTITEMPORAL, MULTISPECTRAL VERY HIGH RESOLUTION SATELLITE DATA

Z. Kandylakis and K. Karantzalos

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLI-B8, 919–925, https://doi.org/10.5194/isprs-archives-XLI-B8-919-2016,https://doi.org/10.5194/isprs-archives-XLI-B8-919-2016, 2016

PANSHARPENING ON THE NARROW VNIR AND SWIR SPECTRAL BANDS OF SENTINEL-2

A. D. Vaiopoulos and K. Karantzalos

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLI-B7, 723–730, https://doi.org/10.5194/isprs-archives-XLI-B7-723-2016,https://doi.org/10.5194/isprs-archives-XLI-B7-723-2016, 2016

AUTOMATIC MRF-BASED REGISTRATION OF HIGH RESOLUTION SATELLITE VIDEO DATA

C. Platias, M. Vakalopoulou, and K. Karantzalos

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., III-1, 121–128, https://doi.org/10.5194/isprs-annals-III-1-121-2016,https://doi.org/10.5194/isprs-annals-III-1-121-2016, 2016

ASSESSING THE CONTRIBUTION OF SPECTRAL AND TEMPORAL FEATURES FOR ANNUAL LAND COVER AND CROP TYPE MAPPING

Related authors

Useful Links

Useful External Links

Our Contact