Ezequiel Ferrer-González

Mr. Ezequiel Ferrer-González

University of Almeria (Spain)
orcid

Research Focus & Metrics

Academic Career Length

7Years (2020-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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30 July 2020 in Remote Sensing
Verified
Journal Article
Open access
PDF file
Ezequiel Ferrer-GonzálezEzequiel Ferrer-González
Ezequiel Ferrer-González
Francisco Agüera-VegaFrancisco Agüera-Vega
Francisco Agüera-Vega
Fernando Carvajal-RamírezFernando Carvajal-Ramírez
Fernando Carvajal-Ramírez
Patricio Martínez-CarricondoPatricio Martínez-Carricondo
Patricio Martínez-Carricondo
Unmanned aerial vehicle (UAV) photogrammetry has recently emerged as a popular solution to obtain certain products necessary in linear projects, such as orthoimages or digital surface models. This is mainly due to its ability to provide these topographic products in a fast and economical way. In order to guarantee a certain degree of accuracy, it is important to know how many ground control points (GCPs) are necessary and how to distribute them across the study site. The purpose of this work consists of determining the number of GCPs and how to distribute them in a way that yields higher accuracy for a corridor-shaped study area. To do so, several photogrammetric projects have been carried out in which the number of GCPs used in the bundle adjustment and their distribution vary. The different projects were assessed taking into account two different parameters: the root mean square error (RMSE) and the Multiscale Model to Model Cloud Comparison (M3C2). From the different configurations tested, the projects using 9 and 11 GCPs (4.3 and 5.2 GCPs km−1, respectively) distributed alternatively on both sides of the road in an offset or zigzagging pattern, with a pair of GCPs at each end of the road, yielded optimal results regarding fieldwork cost, compared to projects using similar or more GCPs placed according to other distributions.

11 May 2022 in Geocarto International
Verified
Journal Article
Closed access
Francisco Agüera-VegaFrancisco Agüera-Vega
Francisco Agüera-Vega
Ezequiel Ferrer-GonzálezEzequiel Ferrer-González
Ezequiel Ferrer-González
Fernando Carvajal-RamírezFernando Carvajal-Ramírez
Fernando Carvajal-Ramírez
PMPatricio Martínez-Carricondo
Patricio Martínez-Carricondo
PRPaolo Rossi
Paolo Rossi
FMFrancesco Mancini
Francesco Mancini
In the field of geosciences and engineering, situations arise where special attention have to be paid to the planning of the UAV-photogrammetric project, that is, terrain with complex geometry and steep slopes. The use of off-nadir imagery and flights at a fixed height above ground level (AGL) are postulated as possible factors to be considered to achieve high accuracies. The objective of this study is to evaluate the influence of image angle, frontal and side overlaps, and type of flight (above mean sea level (AMSL) or AGL), on the accuracy of the dense 3 D point cloud yielded by UAV-SfM. The results obtained showed that imagery with an angle between 20° and 35° in two perpendicular flight line directions, 90/90, 90/70 or 70/70 overlap and AGL flight is the optimal combination for best accuracy and high precision. With nadir imagery, the combination of factors that gives the most accuracy results are AGL flights with a 90/70 overlap.

10 November 2024 in Drones
Verified
Journal Article
Open access
PDF file
Francisco Agüera-VegaFrancisco Agüera-Vega
Francisco Agüera-Vega
Ezequiel Ferrer-GonzálezEzequiel Ferrer-González
Ezequiel Ferrer-González
Patricio Martínez-CarricondoPatricio Martínez-Carricondo
Patricio Martínez-Carricondo
JSJulián Sánchez-Hermosilla
Julián Sánchez-Hermosilla
Fernando Carvajal-RamírezFernando Carvajal-Ramírez
Fernando Carvajal-Ramírez
UAV-SfM techniques are in constant development to address the challenges of accurate and precise mapping in terrains with complex morphologies. In contrast with the traditional photogrammetric processes, where only nadir images were considered, the combination of those with oblique imagery, also called off-nadir, has emerged as an optimal solution to achieve higher accuracy in these kinds of landscapes. UAV flights at a constant height above ground level (AGL) have also been considered a possible alternative to improve the resulting 3D point clouds compared to those obtained from constant height above mean sea level (AMSL) flights. The aim of this study is to evaluate the effect of incorporating oblique images as well as the type of flight on the accuracy and precision of the point clouds generated through UAV-SfM workflows for terrains with complex geometries. For that purpose, 58 scenarios with different camera angles and flight patterns for the oblique images were considered, 29 for each type of flight (AMSL and AGL). The 3D point cloud derived from each of the 58 scenarios was compared with a reference 3D point cloud acquired with a terrestrial laser scanner (TLS). The results obtained confirmed that both incorporating oblique images and using AGL flight mode have a positive effect on the mapping. Combination of nadir image blocks, obtained from an AGL crosshatch flight plan, with supplemental oblique images collected with a camera angle of between 20° and 35° yielded the best accuracy and precision records.