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The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Articles | Volume XLVIII-2/W10-2025
https://doi.org/10.5194/isprs-archives-XLVIII-2-W10-2025-79-2025
© Author(s) 2025. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/isprs-archives-XLVIII-2-W10-2025-79-2025
© Author(s) 2025. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
07 Jul 2025
| 07 Jul 2025
Automatic Extraction and Counting of Fish from Underwater Videos Using YOLO-Based Deep Learning Algorithms
Francesca Gallitto
Department of Environment, Land and Infrastructure Engineering (DIATI), Politecnico di Torino, Corso Duca degli Abruzzi 24, 10129, Torino, Italy
Andrea Maria Lingua
Department of Environment, Land and Infrastructure Engineering (DIATI), Politecnico di Torino, Corso Duca degli Abruzzi 24, 10129, Torino, Italy
Francesca Matrone
Department of Environment, Land and Infrastructure Engineering (DIATI), Politecnico di Torino, Corso Duca degli Abruzzi 24, 10129, Torino, Italy
Filiberto Chiabrando
Department of Architecture and Design (DAD), Politecnico di Torino, Viale Pier Andrea Mattioli, 39, 10125 Torino, Italy
Xinchen Li
Department of Architecture and Design (DAD), Politecnico di Torino, Viale Pier Andrea Mattioli, 39, 10125 Torino, Italy
Silvia Secco
Department of Sciences, University of Roma Tre, viale G. Marconi 446, 00146 Rome, Italy
Department of Integrative Marine Ecology (EMI), Genoa Marine Centre (GMC), Stazione Zoologica Anton Dohrn–National Institute of Marine Biology, Ecology and Biotechnology, Piazza del Principe 4, Genova, 16126, Italy
Alessandro Acierno
Department of Sciences, University of Roma Tre, viale G. Marconi 446, 00146 Rome, Italy
Massimiliano Scalici
Department of Sciences, University of Roma Tre, viale G. Marconi 446, 00146 Rome, Italy
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M. A. Musci, I. Aicardi, P. Dabove, and A. M. Lingua
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W13, 1701–1707, https://doi.org/10.5194/isprs-archives-XLII-2-W13-1701-2019, https://doi.org/10.5194/isprs-archives-XLII-2-W13-1701-2019, 2019
C. Wang, Y. Dai, N. El-Sheimy, C. Wen, G. Retscher, Z. Kang, and A. Lingua
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W13, 1709–1713, https://doi.org/10.5194/isprs-archives-XLII-2-W13-1709-2019, https://doi.org/10.5194/isprs-archives-XLII-2-W13-1709-2019, 2019
A. Calantropio, F. Chiabrando, D. Einaudi, and L. Teppati Losè
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W13, 227–234, https://doi.org/10.5194/isprs-archives-XLII-2-W13-227-2019, https://doi.org/10.5194/isprs-archives-XLII-2-W13-227-2019, 2019
F. Chiabrando, F. Giulio Tonolo, and A. Lingua
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W13, 247–253, https://doi.org/10.5194/isprs-archives-XLII-2-W13-247-2019, https://doi.org/10.5194/isprs-archives-XLII-2-W13-247-2019, 2019
F. Matrone, E. Colucci, V. De Ruvo, A. Lingua, and A. Spanò
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W11, 857–865, https://doi.org/10.5194/isprs-archives-XLII-2-W11-857-2019, https://doi.org/10.5194/isprs-archives-XLII-2-W11-857-2019, 2019
C. Beltrami, D. Cavezzali, F. Chiabrando, A. Iaccarino Idelson, G. Patrucco, and F. Rinaudo
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W11, 217–224, https://doi.org/10.5194/isprs-archives-XLII-2-W11-217-2019, https://doi.org/10.5194/isprs-archives-XLII-2-W11-217-2019, 2019
B. G. Marino, A. Masiero, F. Chiabrando, A. M. Lingua, F. Fissore, W. Błaszczak-Bak, and A. Vettore
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W11, 809–813, https://doi.org/10.5194/isprs-archives-XLII-2-W11-809-2019, https://doi.org/10.5194/isprs-archives-XLII-2-W11-809-2019, 2019
A. Masiero, F. Chiabrando, A. M. Lingua, B. G. Marino, F. Fissore, A. Guarnieri, and A. Vettore
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W9, 473–478, https://doi.org/10.5194/isprs-archives-XLII-2-W9-473-2019, https://doi.org/10.5194/isprs-archives-XLII-2-W9-473-2019, 2019
A. Calantropio, F. Chiabrando, F. Rinaudo, and L. Teppati Losè
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-1, 71–78, https://doi.org/10.5194/isprs-archives-XLII-1-71-2018, https://doi.org/10.5194/isprs-archives-XLII-1-71-2018, 2018
E. Colucci, F. Noardo, F. Matrone, A. Spanò, and A. Lingua
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4, 107–114, https://doi.org/10.5194/isprs-archives-XLII-4-107-2018, https://doi.org/10.5194/isprs-archives-XLII-4-107-2018, 2018
F. Chiabrando, C. Della Coletta, G. Sammartano, A. Spanò, and A. Spreafico
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2, 225–234, https://doi.org/10.5194/isprs-archives-XLII-2-225-2018, https://doi.org/10.5194/isprs-archives-XLII-2-225-2018, 2018
A. Spanò, F. Chiabrando, G. Sammartano, and L. Teppati Losè
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2, 1075–1082, https://doi.org/10.5194/isprs-archives-XLII-2-1075-2018, https://doi.org/10.5194/isprs-archives-XLII-2-1075-2018, 2018
L. Teppati Losè, F. Chiabrando, and A. Spanò
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2, 1113–1120, https://doi.org/10.5194/isprs-archives-XLII-2-1113-2018, https://doi.org/10.5194/isprs-archives-XLII-2-1113-2018, 2018
A. Calantropio, F. Chiabrando, G. Sammartano, A. Spanò, and L. Teppati Losè
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-3-W4, 121–128, https://doi.org/10.5194/isprs-archives-XLII-3-W4-121-2018, https://doi.org/10.5194/isprs-archives-XLII-3-W4-121-2018, 2018
F. Chiabrando, E. Colucci, A. Lingua, F. Matrone, F. Noardo, and A. Spanò
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-3-W4, 151–158, https://doi.org/10.5194/isprs-archives-XLII-3-W4-151-2018, https://doi.org/10.5194/isprs-archives-XLII-3-W4-151-2018, 2018
F. Chiabrando and L. Teppati Losè
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W6, 77–84, https://doi.org/10.5194/isprs-archives-XLII-2-W6-77-2017, https://doi.org/10.5194/isprs-archives-XLII-2-W6-77-2017, 2017
F. Chiabrando, M. Lo Turco, and F. Rinaudo
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W5, 605–612, https://doi.org/10.5194/isprs-archives-XLII-2-W5-605-2017, https://doi.org/10.5194/isprs-archives-XLII-2-W5-605-2017, 2017
A. Lingua, F. Noardo, A. Spanò, S. Sanna, and F. Matrone
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W2, 107–115, https://doi.org/10.5194/isprs-archives-XLII-4-W2-107-2017, https://doi.org/10.5194/isprs-archives-XLII-4-W2-107-2017, 2017
F. Chiabrando, M. Naretto, G. Sammartano, L. Sambuelli, A. Spanò, and L. Teppati Losè
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-5-W1, 227–234, https://doi.org/10.5194/isprs-archives-XLII-5-W1-227-2017, https://doi.org/10.5194/isprs-archives-XLII-5-W1-227-2017, 2017
The International Society for Photogrammetry and Remote Sensing is a non-governmental organization devoted to the development of international cooperation for the advancement of photogrammetry and remote sensing and their applications. The Society operates without any discrimination on grounds of race, religion, nationality, or political philosophy.
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