Yago Diez Donoso

According to our database, Yago Diez Donoso authored at least 51 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Plant Species Classification and Biodiversity Estimation from UAV Images with Deep Learning.

Marco Conciatori, Tran Thi Cam Nhung, Yago Diez, Alessandro Valletta, Andrea Segalini, Maximo Larry Lopez Caceres

Remote. Sens., October, 2024

An Analysis of Loss Functions for Heavily Imbalanced Lesion Segmentation.

Mariano Cabezas, Yago Diez

Sensors, March, 2024

Sub-alpine shrub classification using UAV images: Performance of human observers vs DL classifiers.

Koma Moritake, Mariano Cabezas, Tran Thi Cam Nhung, Maximo Larry Lopez Caceres, Yago Diez

Ecol. Informatics, 2024

A benchmark for 2D foetal brain ultrasound analysis.

Mariano Cabezas, Yago Diez, Clara Martinez-Diago, Anna Maroto

CoRR, 2024

2023

Motion-region annotation for complex videos via label propagation across occluders.

Muhammad Habib Mahmood, Yago Diez, Arnau Oliver, Joaquim Salvi, Xavier Lladó

Mach. Vis. Appl., 2023

2022

Editorial: AI processing of UAV acquired images for pattern monitoring in natural and urban environments.

Yago Diez Donoso, Nuno Gracias, Mariano Cabezas, Carsten Jürgens, Maximo Larry Lopez Caceres

Frontiers Robotics AI, 2022

Classifying the Degree of Bark Beetle-Induced Damage on Fir (Abies mariesii) Forests, from UAV-Acquired RGB Images.

Tobias Leidemer, Orou Berme Herve Gonroudobou, Ha-Thanh Nguyen, Chiara Ferracini, Benjamin Burkhard, Yago Diez, Maximo Larry Lopez Caceres

Comput., 2022

Treetop Detection in Mountainous Forests Using UAV Terrain Awareness Function.

Orou Berme Herve Gonroudobou, Leonardo Huisacayna Silvestre, Yago Diez, Ha Trang Nguyen, Maximo Larry Lopez Caceres

Comput., 2022

2021

Analysis of UAV-Acquired Wetland Orthomosaics Using GIS, Computer Vision, Computational Topology and Deep Learning.

Sarah Kentsch, Mariano Cabezas, Luca Tomhave, Jens Gross, Benjamin Burkhard, Maximo Larry Lopez Caceres, Katsushi Waki, Yago Diez

Sensors, 2021

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.

Ha-Thanh Nguyen, Maximo Larry Lopez Caceres, Koma Moritake, Sarah Kentsch, Hase Shu, Yago Diez

Remote. Sens., 2021

Individual Sick Fir Tree (Abies mariesii) Identification in Insect Infested Forests by Means of UAV Images and Deep Learning.

Ha-Thanh Nguyen, Maximo Larry Lopez Caceres, Koma Moritake, Sarah Kentsch, Hase Shu, Yago Diez

Remote. Sens., 2021

Deep Learning in Forestry Using UAV-Acquired RGB Data: A Practical Review.

Yago Diez, Sarah Kentsch, Motohisa Fukuda, Maximo Larry Lopez Caceres, Koma Moritake, Mariano Cabezas

Remote. Sens., 2021

2020

Computer Vision and Deep Learning Techniques for the Analysis of Drone-Acquired Forest Images, a Transfer Learning Study.

Sarah Kentsch, Maximo Larry Lopez Caceres, Daniel Serrano, Ferran Roure, Yago Diez

Remote. Sens., 2020

Detection of Invasive Species in Wetlands: Practical DL with Heavily Imbalanced Data.

Mariano Cabezas, Sarah Kentsch, Luca Tomhave, Jens Gross, Maximo Larry Lopez Caceres, Yago Diez

Remote. Sens., 2020

Towards Keypoint Guided Self-Supervised Depth Estimation.

Kristijan Bartol, David Bojanic, Tomislav Petkovic, Tomislav Pribanic, Yago Diez Donoso

Proceedings of the 15th International Joint Conference on Computer Vision, 2020

Comparison of Algorithms for Tree-top Detection in Drone Image Mosaics of Japanese Mixed Forests.

Yago Diez, Sarah Kentsch, Maximo Larry Lopez Caceres, Ha-Thanh Nguyen, Daniel Serrano, Ferran Roure

Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods, 2020

A Preliminary Study on Tree-Top Detection and Deep Learning Classification Using Drone Image Mosaics of Japanese Mixed Forests.

Yago Diez, Sarah Kentsch, Maximo Larry Lopez Caceres, Koma Moritake, Ha-Thanh Nguyen, Daniel Serrano, Ferran Roure

Proceedings of the Pattern Recognition Applications and Methods, 2020

2019

GridDS: a hybrid data structure for residue computation in point set matching.

Ferran Roure, Xavier Lladó, Joaquim Salvi, Yago Diez

Mach. Vis. Appl., 2019

Breast MRI and X-ray mammography registration using gradient values.

Eloy García, Yago Diez, Oliver Díaz, Xavier Lladó, Albert Gubern-Mérida, Robert Martí, Joan Martí, Arnau Oliver

Medical Image Anal., 2019

Group evolution patterns in running races.

Yago Diez, Marta Fort, Matias Korman, Joan Antoni Sellarès

Inf. Sci., 2019

On the Comparison of Classic and Deep Keypoint Detector and Descriptor Methods.

David Bojanic, Kristijan Bartol, Tomislav Pribanic, Tomislav Petkovic, Yago Diez Donoso, Joaquim Salvi

Proceedings of the 11th International Symposium on Image and Signal Processing and Analysis, 2019

Computer Vision and Deep Learning Tools for the Automatic Processing of Wasan Documents.

Yago Diez, Toya Suzuki, Màrius Vila, Katsushi Waki

Proceedings of the 8th International Conference on Pattern Recognition Applications and Methods, 2019

2018

Multimodal Breast Parenchymal Patterns Correlation Using a Patient-Specific Biomechanical Model.

Eloy García, Yago Diez, Oliver Díaz, Xavier Lladó, Albert Gubern-Mérida, Robert Marti, Joan Martí, Arnau Oliver

IEEE Trans. Medical Imaging, 2018

Experimental Study of Compressed Stack Algorithms in Limited Memory Environments.

Jean-François Baffier, Yago Diez, Matias Korman

Proceedings of the 17th International Symposium on Experimental Algorithms, 2018

Changes in breast density over time using automatic density measures: preliminary analysis.

Eloy García, Arnau Oliver, Oliver Díaz, Yago Diez, Albert Gubern-Mérida, Joan Martí, Robert Martí

Proceedings of the 14th International Workshop on Breast Imaging, 2018

2017

Hanabi is NP-hard, even for cheaters who look at their cards.

Jean-François Baffier, Man-Kwun Chiu, Yago Diez, Matias Korman, Valia Mitsou, André van Renssen, Marcel Roeloffzen, Yushi Uno

Theor. Comput. Sci., 2017

A collection of challenging motion segmentation benchmark datasets.

Muhammad Habib Mahmood, Yago Diez, Joaquim Salvi, Xavier Lladó

Pattern Recognit., 2017

Hierarchical Techniques to Improve Hybrid Point Cloud Registration.

Ferran Roure, Xavier Lladó, Joaquim Salvi, Tomislav Pribanic, Yago Diez

Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2017) - Volume 4: VISAPP, Porto, Portugal, February 27, 2017

Mapping 3D breast lesions from full-field digital mammograms using subject-specific finite element models.

Eloy García, Arnau Oliver, Oliver Díaz, Yago Diez, Albert Gubern-Mérida, Robert Marti, Joan Martí

Proceedings of the Medical Imaging 2017: Image-Guided Procedures, 2017

Similarity Metrics for Intensity-Based Registration Using Breast Density Maps.

Eloy García, Arnau Oliver, Yago Diez, Oliver Díaz, Xavier Lladó, Robert Marti, Joan Martí

Proceedings of the Pattern Recognition and Image Analysis - 8th Iberian Conference, 2017

Hierarchical Hardware/Software Algorithm for Multi-view Object Reconstruction by 3D Point Clouds Matching.

Ferran Roure, Xavier Lladó, Joaquim Salvi, Tomislav Pribanic, Yago Diez

Proceedings of the Computer Vision, Imaging and Computer Graphics - Theory and Applications, 2017

Efficient trajectory queries under the Fréchet distance (GIS Cup).

Kevin Buchin, Yago Diez, Tom van Diggelen, Wouter Meulemans

Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2017

2016

An efficient surface registration using smartphone.

Tomislav Pribanic, Yago Diez, Ferran Roure, Joaquim Salvi

Mach. Vis. Appl., 2016

Comparison of Four Breast Tissue Segmentation Algorithms for Multi-modal MRI to X-ray Mammography Registration.

Eloy García, Arnau Oliver, Yago Diez, Oliver Díaz, Albert Gubern-Mérida, Xavier Lladó, Joan Martí

Proceedings of the Breast Imaging, 2016

Hanabi is NP-complete, Even for Cheaters who Look at Their Cards.

Jean-François Baffier, Man-Kwun Chiu, Yago Diez, Matias Korman, Valia Mitsou, André van Renssen, Marcel Roeloffzen, Yushi Uno

Proceedings of the 8th International Conference on Fun with Algorithms, 2016

2015

A Qualitative Review on 3D Coarse Registration Methods.

Yago Diez, Ferran Roure, Xavier Lladó, Joaquim Salvi

ACM Comput. Surv., 2015

An Experimental Benchmark for Point Set Coarse Matching.

Ferran Roure, Yago Diez, Xavier Lladó, Josep Forest, Tomislav Pribanic, Joaquim Salvi

Proceedings of the VISAPP 2015, 2015

A study on the robustness of shape descriptors to common scanning artifacts.

Ferran Roure, Yago Diez, Xavier Lladó, Josep Forest, Tomislav Pribanic, Joaquim Salvi

Proceedings of the 14th IAPR International Conference on Machine Vision Applications, 2015

A fast alignment method for breast MRI follow-up studies using automated breast segmentation and current-prior registration.

Lei Wang, Jan Strehlow, Jan Rühaak, Florian Weiler, Yago Diez, Albert Gubern-Mérida, Susanne Diekmann, Hendrik Laue, Horst K. Hahn

Proceedings of the Medical Imaging 2015: Image Processing, 2015

A New Trajectory Based Motion Segmentation Benchmark Dataset (UdG-MS15).

Muhammad Habib Mahmood, Luca Zappella, Yago Diez, Joaquim Salvi, Xavier Lladó

Proceedings of the Pattern Recognition and Image Analysis - 7th Iberian Conference, 2015

2014

Intensity Based Methods for Brain MRI Longitudinal Registration. A Study on Multiple Sclerosis Patients.

Yago Diez, Arnau Oliver, Mariano Cabezas, Sergi Valverde, Robert Marti, Joan Carles Vilanova, Lluís Ramió-Torrentà, Alex Rovira, Xavier Lladó

Neuroinformatics, 2014

Detecting Abnormal Mammographic Cases in Temporal Studies Using Image Registration Features.

Robert Marti, Yago Diez, Arnau Oliver, Meritxell Tortajada, Reyer Zwiggelaar, Xavier Lladó

Proceedings of the Breast Imaging - 12th International Workshop, IWDM 2014, Gifu City, Japan, June 29, 2014

Comparison of Methods for Current-to-Prior Registration of Breast DCE-MRI.

Yago Diez, Albert Gubern-Mérida, Lei Wang, Susanne Diekmann, Joan Martí, Bram Platel, Johanna Kramme, Robert Marti

Proceedings of the Breast Imaging - 12th International Workshop, IWDM 2014, Gifu City, Japan, June 29, 2014

2013

An Efficient Method for Surface Registration.

Tomislav Pribanic, Yago Diez, Sergio Fernandez, Joaquim Salvi

Proceedings of the VISAPP 2013, 2013

Demons Methods for Digital Mammography Registration.

Yago Diez, Meritxell Tortajada, Sergi Ganau, Lidia Tortajada, Melcior Sentís, Robert Marti

Proceedings of the Pattern Recognition and Image Analysis - 6th Iberian Conference, 2013

2012

Hierarchical Normal Space Sampling to speed up point cloud coarse matching.

Yago Diez, Joan Martí, Joaquim Salvi

Pattern Recognit. Lett., 2012

2011

Revisiting Intensity-Based Image Registration Applied to Mammography.

Yago Diez, Arnau Oliver, Xavier Lladó, Jordi Freixenet, Joan Martí, Joan Carles Vilanova, Robert Marti

IEEE Trans. Inf. Technol. Biomed., 2011

Noisy colored point set matching.

Yago Diez, Joan Antoni Sellarès

Discret. Appl. Math., 2011

2010

Comparison of registration methods using mamographic images.

Yago Diez, Arnau Oliver, Xavier Lladó, Robert Marti

Proceedings of the International Conference on Image Processing, 2010

2008

Noisy Road Network Matching.

Yago Diez, Mario Alberto López, Joan Antoni Sellarès

Proceedings of the Geographic Information Science, 5th International Conference, 2008

2007

Efficient Colored Point Set Matching Under Noise.

Yago Diez, Joan Antoni Sellarès

Proceedings of the Computational Science and Its Applications, 2007