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ORCIDYago Diez Donoso
- > Home > Persons > Yago Diez Donoso
Publications
- 2024
[j24]Koma Moritake, Mariano Cabezas
, Tran Thi Cam Nhung, Maximo Larry Lopez Caceres, Yago Diez:
Sub-alpine shrub classification using UAV images: Performance of human observers vs DL classifiers. Ecol. Informatics 80: 102462 (2024)- 2022
- [j21]Tobias Leidemer, Orou Berme Herve Gonroudobou, Ha-Thanh Nguyen, Chiara Ferracini, Benjamin Burkhard, Yago Diez, Maximo Larry Lopez Caceres:
Classifying the Degree of Bark Beetle-Induced Damage on Fir (Abies mariesii) Forests, from UAV-Acquired RGB Images. Comput. 10(4): 63 (2022) - [j20]Orou Berme Herve Gonroudobou, Leonardo Huisacayna Silvestre, Yago Diez, Ha Trang Nguyen, Maximo Larry Lopez Caceres:
Treetop Detection in Mountainous Forests Using UAV Terrain Awareness Function. Comput. 10(6): 90 (2022) - [j19]Yago Diez Donoso, Nuno Gracias, Mariano Cabezas, Carsten Jürgens, Maximo Larry Lopez Caceres:
Editorial: AI processing of UAV acquired images for pattern monitoring in natural and urban environments. Frontiers Robotics AI 9 (2022) - 2021
- [j18]Ha-Thanh Nguyen, Maximo Larry Lopez Caceres, Koma Moritake, Sarah Kentsch, Hase Shu, Yago Diez:
Individual Sick Fir Tree (Abies mariesii) Identification in Insect Infested Forests by Means of UAV Images and Deep Learning. Remote. Sens. 13(2): 260 (2021) - [j17]Ha-Thanh Nguyen, Maximo Larry Lopez Caceres, Koma Moritake, Sarah Kentsch, Hase Shu, Yago Diez:
Correction: Nguyen et al. Individual Sick Fir Tree (Abies mariesii) Identification in Insect Infested Forests by Means of UAV Images and Deep Learning. Remote Sens. 2021, 13, 260. Remote. Sens. 13(11): 2100 (2021) - [j16]Yago Diez, Sarah Kentsch, Motohisa Fukuda, Maximo Larry Lopez Caceres, Koma Moritake, Mariano Cabezas:
Deep Learning in Forestry Using UAV-Acquired RGB Data: A Practical Review. Remote. Sens. 13(14): 2837 (2021) - [j15]Sarah Kentsch, Mariano Cabezas, Luca Tomhave, Jens Gross, Benjamin Burkhard, Maximo Larry Lopez Caceres, Katsushi Waki, Yago Diez:
Analysis of UAV-Acquired Wetland Orthomosaics Using GIS, Computer Vision, Computational Topology and Deep Learning. Sensors 21(2): 471 (2021) - 2020
- [j14]Sarah Kentsch, Maximo Larry Lopez Caceres, Daniel Serrano, Ferran Roure, Yago Diez:
Computer Vision and Deep Learning Techniques for the Analysis of Drone-Acquired Forest Images, a Transfer Learning Study. Remote. Sens. 12(8): 1287 (2020) - [j13]Mariano Cabezas, Sarah Kentsch, Luca Tomhave, Jens Gross, Maximo Larry Lopez Caceres, Yago Diez:
Detection of Invasive Species in Wetlands: Practical DL with Heavily Imbalanced Data. Remote. Sens. 12(20): 3431 (2020) - [c25]Yago Diez, Sarah Kentsch, Maximo Larry Lopez Caceres, Koma Moritake, Ha-Thanh Nguyen, Daniel Serrano, Ferran Roure:
A Preliminary Study on Tree-Top Detection and Deep Learning Classification Using Drone Image Mosaics of Japanese Mixed Forests. ICPRAM (Revised Selected Papers) 2020: 64-86 - [c24]Yago Diez, Sarah Kentsch, Maximo Larry Lopez Caceres, Ha-Thanh Nguyen, Daniel Serrano, Ferran Roure:
Comparison of Algorithms for Tree-top Detection in Drone Image Mosaics of Japanese Mixed Forests. ICPRAM 2020: 75-87
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