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Diego Marcos Gonzalez, PhD

 https://orcid.org/0000-0001-5607-4445
    20142019

    Research output per year

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    Fingerprint Dive into the research topics where Diego Marcos Gonzalez is active. These topic labels come from the works of this person. Together they form a unique fingerprint. If staff member(s) published prior to his/her WUR affiliation, it is possible that the publication overview, Fingerprint and network diagram are incomplete.

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    Research Output

    • 18 Conference paper
    • 4 Article
    • 1 internal PhD, WU
    • 1 Working paper

    Best practices to train deep models on imbalanced datasets—a case study on animal detection in aerial imagery

    Kellenberger, B., Marcos, D. & Tuia, D., 1 Jan 2019, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2018, Proceedings. Brefeld, U., Marascu, A., Pinelli, F., Curry, E., MacNamee, B., Hurley, N., Daly, E. & Berlingerio, M. (eds.). Springer Verlag, p. 630-634 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11053 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference paper

    • Half a Percent of Labels is Enough: Efficient Animal Detection in UAV Imagery Using Deep CNNs and Active Learning

    Kellenberger, B., Marcos, D., Lobry, S. & Tuia, D., Dec 2019, In : IEEE Transactions on Geoscience and Remote Sensing. 57, 12, p. 9524-9533

    Research output: Contribution to journal › Article › Academic › peer-review

    • 2 Citations (Scopus)

    Injecting spatial priors in Earth observation with machine vision

    Gonzalez, D., 2019, Wageningen: Wageningen University. 130 p.

    Research output: Thesis › internal PhD, WU

    Open Access

    • Novelty detection in very high resolution urban scenes with Density Forests

    Wendl, C., Marcos, D. & Tuia, D., 22 Aug 2019, 2019 Joint Urban Remote Sensing Event, JURSE 2019. Institute of Electrical and Electronics Engineers Inc., 8808974. (Joint Urban Remote Sensing Event (JURSE)).

    Research output: Chapter in Book/Report/Conference proceeding › Conference paper

    • Semantically Interpretable Activation Maps: what-where-how explanations within CNNs

    Marcos Gonzalez, D., Lobry, S. & Tuia, D., 18 Sep 2019, 9 p.

    Research output: Working paper › Academic

    Open Access

    • Projects

    Visual recognition of urban demographic changes.

    Levering, A., Marcos Gonzalez, D. & Tuia, D.

    1/09/19 → …

    Project: PhD

    Reduce, reuse and recycle: the 3 Rs of ground truth sustainability for land-cover mapping

    Marcos Gonzalez, D., Bregt, A. & Tuia, D.

    1/08/17 → 11/02/19

    Project: PhD