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2020

Agrafiotis, Panagiotis; Karantzalos, Konstantinos; Georgopoulos, Andreas; Skarlatos, Dimitrios

Correcting Image Refraction: Towards Accurate Aerial Image-Based Bathymetry Mapping in Shallow Waters Journal Article

In: Remote Sens., 12 (2), pp. 322, 2020, ISSN: 2072-4292.

Abstract | Links | BibTeX | Tags: Aerial imagery, Bathymetry, Coastal mapping, DSM, Image correction, Machine Learning, Refraction correction, Seabed Mapping, SfM, UAV

2019

Agrafiotis, Panagiotis; Skarlatos, Dimitrios; Georgopoulos, Andreas; Karantzalos, Konstantinos

DepthLearn: Learning to correct the refraction on point clouds derived from aerial imagery for accurate dense shallow water bathymetry based on SVMs-fusion with LiDAR point clouds Journal Article

In: Remote Sens., 11 (19), pp. 2225, 2019, ISSN: 20724292.

Abstract | Links | BibTeX | Tags: Aerial imagery, Bathymetry, Data integration, Fusion, LiDAR, Machine Learning, Point Cloud, Refraction effect, Seabed Mapping, SVM, UAV

Agrafiotis, P; Skarlatos, D; Georgopoulos, A; Karantzalos, K

SHALLOW WATER BATHYMETRY MAPPING from UAV IMAGERY BASED on MACHINE LEARNING Journal Article

In: ISPRS Ann. Photogramm. Remote Sens. Spat. Inf. Sci., 42 (2/W10), pp. 9–16, 2019, ISSN: 21949050.

Abstract | Links | BibTeX | Tags: Bathymetry, Machine Learning, Point Cloud, Refraction effect, Seabed Mapping, SVM, UAV