Updated on 2023/11/30

写真a

 
DIEZ DONOSO SANTIAGO
 

Research Areas

  • Mathematics, Computational Geometry, Algorithmic Design

  • Informatics / Mathematical informatics

  • Deep Learning, Species Detection, Infestation Tracking

 

Papers

  • 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

  • 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

  • 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

  • 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

  • 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

  • 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)

  • 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

  • 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

  • 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)

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Grant-in-Aid for Scientific Research

  • Grant-in-Aid for Scientific Research(C),2021.04 - 2023.03