Research Areas
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Mathematics, Computational Geometry, Algorithmic Design
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Informatics / Mathematical informatics
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Deep Learning, Species Detection, Infestation Tracking
Updated on 2023/11/30
Mathematics, Computational Geometry, Algorithmic Design
Informatics / Mathematical informatics
Deep Learning, Species Detection, Infestation Tracking
Treetop Detection in Mountainous Forests Using UAV Terrain Awareness Function, Computation, 2022.06
Orou Berme Herve Gonroudobou, Leonardo Huisacayna Silvestre, Yago Diez, Ha Trang Nguyen, Maximo Larry Lopez Caceres
Single Author
Classifying the Degree of Bark Beetle-Induced Damage on Fir (Abies mariesii) Forests, from UAV-Acquired RGB Images, Computation, 10(4) 63, 2022.04
Tobias Leidemer, Orou Berme Herve Gonroudobou, Ha Trang Nguyen, Chiara Ferracini, Benjamin Burkhard, Yago Diez, Maximo Larry Lopez Caceres
Single Author
Automatic Processing of Historical Japanese Mathematics (Wasan) Documents, Applied Sciences, 11(17) 8050, 2021.08
Yago Diez Donoso, Toya Suzuki, Marius Vila, Katsushi Waki
Single Author
Deep Learning in Forestry Using UAV-Acquired RGB Data: A Practical Review, Remote Sensing, 2021.07
Yago Diez, Sarah Kentsch, Motohisa Fukuda, Maximo Larry Lopez Caceres, Koma Moritake, Mariano Cabezas
Single Author
Analysis of UAV-Acquired Wetland Orthomosaics Using GIS, Computer Vision, Computational Topology and Deep Learning., Sensors, 21(2) 471, 2021
Sarah Kentsch, Mariano Cabezas, Luca Tomhave, Jens Gross, Benjamin Burkhard, Maximo Larry Lopez Caceres, Katsushi Waki, Yago Diez
Single Author
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
Ha-Thanh Nguyen, Maximo Larry Lopez Caceres, Koma Moritake, Sarah Kentsch, Hase Shu, Yago Diez
Single Author
A Preliminary Study on Tree-Top Detection and Deep Learning Classification Using Drone Image Mosaics of Japanese Mixed Forests., Pattern Recognition Applications and Methods - 9th International Conference, 64-86, 2020
Yago Diez, Sarah Kentsch, Maximo Larry Lopez Caceres, Koma Moritake, Ha-Thanh Nguyen, Daniel Serrano, Ferran Roure
Single Author
Towards Keypoint Guided Self-Supervised Depth Estimation., Proceedings of the 15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, 583-589, 2020
Kristijan Bartol, David Bojanic, Tomislav Petkovic, Tomislav Pribanic, Yago Diez Donoso
Single Author
Detection of Invasive Species in Wetlands: Practical DL with Heavily Imbalanced Data., Remote. Sens., 12(20) 3431, 2020
Mariano Cabezas, Sarah Kentsch, Luca Tomhave, Jens Gross, Maximo Larry Lopez Caceres, Yago Diez
Single Author
Computer Vision and Deep Learning Techniques for the Analysis of Drone-Acquired Forest Images, a Transfer Learning Study., Remote. Sens., 12(8) 1287, 2020
Sarah Kentsch, Maximo Larry Lopez Caceres, Daniel Serrano, Ferran Roure, Yago Diez
Single Author
Comparison of Algorithms for Tree-top Detection in Drone Image Mosaics of Japanese Mixed Forests., Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods(ICPRAM), 75-87, 2020
Yago Diez, Sarah Kentsch, Maximo Larry Lopez Caceres, Ha-Thanh Nguyen, Daniel Serrano, Ferran Roure
Single Author
Breast MRI and X-ray mammography registration using gradient values., Medical Image Anal., 54 76-87, 2019
Eloy García, Yago Diez, Oliver Díaz, Xavier Lladó, Albert Gubern-Mérida, Robert Martí, Joan Martí, Arnau Oliver
Single Author
On the Comparison of Classic and Deep Keypoint Detector and Descriptor Methods., 11th International Symposium on Image and Signal Processing and Analysis(ISPA), 64-69, 2019
David Bojanic, Kristijan Bartol, Tomislav Pribanic, Tomislav Petkovic, Yago Diez Donoso, Joaquim Salvi
Single Author
Group evolution patterns in running races., Inf. Sci., 479 20-39, 2019
Yago Diez, Marta Fort, Matias Korman, Joan Antoni Sellarès
Single Author
GridDS: a hybrid data structure for residue computation in point set matching., Mach. Vis. Appl., 30(2) 291-307, 2019
Ferran Roure, Xavier Lladó, Joaquim Salvi, Yago Diez
Single Author
Computer Vision and Deep Learning Tools for the Automatic Processing of Wasan Documents., Proceedings of the 8th International Conference on Pattern Recognition Applications and Methods(ICPRAM), 757-765, 2019
Yago Diez, Toya Suzuki, Màrius Vila, Katsushi Waki
Single Author
Multimodal Breast Parenchymal Patterns Correlation Using a Patient-Specific Biomechanical Model., IEEE Trans Med Imaging, 37(3) 712-723, 2018.03
Garcia Eloy, Diez Yago, Diaz Oliver, Llado Xavier, Gubern-Merida Albert, Marti Robert, Marti Joan, Oliver Arnau
Multiple Authorship (Including Foreigners)
A step-by-step review on patient-specific biomechanical finite element models for breast MRI to x-ray mammography registration., Med Phys, 45(1) e6-e31, 2018.01
Garcia Eloy, Diez Yago, Diaz Oliver, Llado Xavier, Marti Robert, Marti Joan, Oliver Arnau
Multiple Authorship (Including Foreigners)
Changes in breast density over time using automatic density measures: preliminary analysis., 14th International Workshop on Breast Imaging(IWBI), 107181, 2018
Eloy García, Arnau Oliver, Oliver Díaz, Yago Diez, Albert Gubern-Mérida, Joan Martí, Robert Martí
Single Author
Experimental Study of Compressed Stack Algorithms in Limited Memory Environments., CoRR, abs/1706.04708 19-13, 2018
Jean-François Baffier, Yago Diez, Matias Korman
Single Author
Local breast density assessment using reacquired mammographic images., Eur J Radiol, 93 121-127, 2017.08
Garcia Eloy, Diaz Oliver, Marti Robert, Diez Yago, Gubern-Merida Albert, Sentis Melcior, Marti Joan, Oliver Arnau
Multiple Authorship (Including Foreigners)
Experimental Study of Compressed Stack Algorithms in Limited Memory, CoRR, abs/1706.04708 , 2017
Jean{-}Fran{\c{c}}ois Baffier and
Single Author
Hanabi is NP-hard, even for cheaters who look at their cards, Theor. Comput. Sci., 675 43, 2017
Jean{-}Fran{\c{c}}ois Baffier and
Single Author
A collection of challenging motion segmentation benchmark datasets, Pattern Recognition, 61 1, 2017
Muhammad Habib Mahmood and
Single Author
Improved Automatic Detection of New T2 Lesions in Multiple Sclerosis Using Deformation Fields., AJNR Am J Neuroradiol, 2016.06
Cabezas M, Corral J F, Oliver A, Diez Y, Tintore M, Auger C, Montalban X, Llado M, Pareto D, Rovira A
Multiple Authorship (Including Foreigners)
Automated quality assessment in three-dimensional breast ultrasound images., J Med Imaging (Bellingham), 3(2) 027002, 2016.04
Schwaab Julia, Diez Yago, Oliver Arnau, Marti Robert, van Zelst Jan, Gubern-Merida Albert, Mourri Ahmed Bensouda, Gregori Johannes, Gunther Matthias
Multiple Authorship (Including Foreigners)
An efficient surface registration using smartphone, Mach. Vis. Appl., 27(4) 559, 2016
Tomislav Pribanic and
Single Author
Evaluating the effects of white matter multiple sclerosis lesions on the volume estimation of 6 brain tissue segmentation methods., AJNR Am J Neuroradiol, 36(6) 1109-1115, 2015.06
Valverde S, Oliver A, Diez Y, Cabezas M, Vilanova J C, Ramio-Torrenta L, Rovira A, Llado X
Multiple Authorship (Including Foreigners)
A qualitative review on 3D coarse registration methods, ACM Computing Surveys (CSUR), 2015.04
Y Diez, F Roure, X Lladó, J Salvi
Multiple Authorship (Including Foreigners)
Intensity based methods for brain MRI longitudinal registration. A study on multiple sclerosis patients., Neuroinformatics, 12(3) 365-379, 2014.07
Diez Yago, Oliver Arnau, Cabezas Mariano, Valverde Sergi, Marti Robert, Vilanova Joan Carles, Ramio-Torrenta Lluis, Rovira Alex, Llado Xavier
Multiple Authorship (Including Foreigners)
A subtraction pipeline for automatic detection of new appearing multiple sclerosis lesions in longitudinal studies., Neuroradiology, 56(5) 363-374, 2014.05
Ganiler Onur, Oliver Arnau, Diez Yago, Freixenet Jordi, Vilanova Joan C, Beltran Brigitte, Ramio-Torrenta Lluis, Rovira Alex, Llado Xavier
Multiple Authorship (Including Foreigners)
Revisiting intensity-based image registration applied to mammography., IEEE Trans Inf Technol Biomed, 15(5) 716-725, 2011.09
Diez Yago, Oliver Arnau, Llado Xavier, Freixenet Jordi, Marti Joan, Vilanova Joan Carles, Marti Robert
Multiple Authorship (Including Foreigners)
Noisy colored point set matching, Discrete Applied Mathematics, 159(6) 433, 2011
Yago Diez and
Single Author
Improving a CAD system using bilateral information., Conf Proc IEEE Eng Med Biol Soc, 2010 5054-5057, 2010
Tortajada Meritxell, Oliver Arnau, Diez Yago, Marti Robert, Vilanova Joan C, Freixenet Jordi
Multiple Authorship (Including Foreigners)
Grant-in-Aid for Scientific Research(C),2021.04 - 2023.03