APPLICATION OF MACHINE LEARNING FOR OBJECT DETECTION IN OBLIQUE AERIAL IMAGES

Zachar, P.; Kurczyński, Z.; Ostrowski, W.

doi:https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-657-2022

Articles | Volume XLIII-B2-2022

Article
Metrics
Related articles

Articles | Volume XLIII-B2-2022

https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-657-2022

Articles | Volume XLIII-B2-2022

Article
Metrics
Related articles

30 May 2022

| 30 May 2022

APPLICATION OF MACHINE LEARNING FOR OBJECT DETECTION IN OBLIQUE AERIAL IMAGES

P. Zachar, Z. Kurczyński, and W. Ostrowski

P. Zachar

https://orcid.org/0000-0002-1830-9423

Warsaw University of Technology, Faculty of Geodesy and Cartography, Department of Photogrammetry, Remote Sensing and Spatial Information Systems, Warsaw, Poland

Z. Kurczyński

Warsaw University of Technology, Faculty of Geodesy and Cartography, Department of Photogrammetry, Remote Sensing and Spatial Information Systems, Warsaw, Poland

W. Ostrowski

Warsaw University of Technology, Faculty of Geodesy and Cartography, Department of Photogrammetry, Remote Sensing and Spatial Information Systems, Warsaw, Poland

Related authors

Show only first author papers Show all papers

CENAGIS-ALS BENCHMARK - NEW PROPOSAL FOR DENSE ALS BENCHMARK BASED ON THE REVIEW OF DATASETS AND BENCHMARKS FOR 3D POINT CLOUD SEGMENTATION

P. Zachar, K. Bakuła, and W. Ostrowski

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-W3-2023, 227–234, https://doi.org/10.5194/isprs-archives-XLVIII-1-W3-2023-227-2023,https://doi.org/10.5194/isprs-archives-XLVIII-1-W3-2023-227-2023, 2023

CENAGIS-ALS BENCHMARK - NEW PROPOSAL FOR DENSE ALS BENCHMARK BASED ON THE REVIEW OF DATASETS AND BENCHMARKS FOR 3D POINT CLOUD SEGMENTATION

P. Zachar, K. Bakuła, and W. Ostrowski

SENSOR INTEGRATION AND APPLICATION OF LOW-SIZED MOBILE MAPPING PLATFORM EQUIPPED WITH LIDAR, GPR AND PHOTOGRAMMETRIC SENSORS

K. Bakuła, A. Lejzerowicz, M. Pilarska-Mazurek, W. Ostrowski, J. Górka, P. Biernat, P. Czernic, K. Załęgowski, K. Kleszczewska, K. Węzka, M. Gąsiewski, H. Dmowski, and N. Styś

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B1-2022, 167–172, https://doi.org/10.5194/isprs-archives-XLIII-B1-2022-167-2022,https://doi.org/10.5194/isprs-archives-XLIII-B1-2022-167-2022, 2022

SEMANTIC URBAN MESH SEGMENTATION BASED ON AERIAL OBLIQUE IMAGES AND POINT CLOUDS USING DEEP LEARNING

Ł. Wilk, D. Mielczarek, W. Ostrowski, W. Dominik, and J. Krawczyk

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2022, 485–491, https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-485-2022,https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-485-2022, 2022

QUALITY ASPECTS OF TRUE ORTHOPHOTO IN URBAN AREAS

W. Ostrowski, V. D. Gulli, K. Bakula, and Z. Kurczyński

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B5-2020, 191–198, https://doi.org/10.5194/isprs-archives-XLIII-B5-2020-191-2020,https://doi.org/10.5194/isprs-archives-XLIII-B5-2020-191-2020, 2020

UAV LIDAR DATA PROCESSING: INFLUENCE OF FLIGHT HEIGHT ON GEOMETRIC ACCURACY, RADIOMETRIC INFORMATION AND PARAMETER SETTING IN DTM PRODUCTION

K. Bakuła, M. Pilarska, W. Ostrowski, A. Nowicki, and Z. Kurczyński

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B1-2020, 21–26, https://doi.org/10.5194/isprs-archives-XLIII-B1-2020-21-2020,https://doi.org/10.5194/isprs-archives-XLIII-B1-2020-21-2020, 2020

EVALUATING THE POSSIBILITY OF TREE SPECIES CLASSIFICATION WITH DUAL-WAVELENGTH ALS DATA

M. Pilarska and W. Ostrowski

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W13, 1097–1103, https://doi.org/10.5194/isprs-archives-XLII-2-W13-1097-2019,https://doi.org/10.5194/isprs-archives-XLII-2-W13-1097-2019, 2019

EVALUATION AND CALIBRATION OF FIXED-WING MULTISENSOR UAV MOBILE MAPPING SYSTEM: IMPROVED RESULTS

K. Bakuła, W. Ostrowski, M. Pilarska, M. Szender, and Z. Kurczyński

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W13, 189–195, https://doi.org/10.5194/isprs-archives-XLII-2-W13-189-2019,https://doi.org/10.5194/isprs-archives-XLII-2-W13-189-2019, 2019

EVALUATION AND CALIBRATION OF FIXED-WING UAV MOBILE MAPPING SYSTEM EQUIPPED WITH LIDAR AND OPTICAL SENSORS

K. Bakuła, W. Ostrowski, M. Pilarska, M. Szender, and Z. Kurczyński

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-1, 25–32, https://doi.org/10.5194/isprs-archives-XLII-1-25-2018,https://doi.org/10.5194/isprs-archives-XLII-1-25-2018, 2018

ANALYSIS OF 3D BUILDING MODELS ACCURACY BASED ON THE AIRBORNE LASER SCANNING POINT CLOUDS

W. Ostrowski, M. Pilarska, J. Charyton, and K. Bakuła

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2, 797–804, https://doi.org/10.5194/isprs-archives-XLII-2-797-2018,https://doi.org/10.5194/isprs-archives-XLII-2-797-2018, 2018

APPLICATION OF MACHINE LEARNING FOR OBJECT DETECTION IN OBLIQUE AERIAL IMAGES

Related authors

Useful Links

Useful External Links

Our Contact