Research Output per year
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.
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Neural networks
Engineering & Materials Science
Unmanned aerial vehicles (UAV)
Engineering & Materials Science
Animals
Engineering & Materials Science
Labels
Engineering & Materials Science
learning
Earth & Environmental Sciences
imagery
Earth & Environmental Sciences
Chemical activation
Engineering & Materials Science
train
Earth & Environmental Sciences
Network
Recent external collaboration on country level. Dive into details by clicking on the dots.
Research Output 2018 2019
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 › Academic › peer-review
Best Practice
Curricula
Recommendations
Animals
Antennas
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. 9524-9533Research output: Contribution to journal › Article › Academic › peer-review
Unmanned aerial vehicles (UAV)
Labels
Animals
imagery
learning
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 › Academic › peer-review
confidence
high resolution
estimation method
neural network
Chemical activation
When a Few Clicks Make All the Difference: Improving Weakly-Supervised Wildlife Detection in UAV Images
Kellenberger, B. A., Marcos Gonzalez, D. & Tuia, D., 2019, Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops. Institute of Electrical and Electronics Engineers Inc., 9 p.Research output: Chapter in Book/Report/Conference proceeding › Conference paper › Academic › peer-review
Open Access
Antennas
Labels
Detectors
Experiments
Projects 2017 2019
Geo-information meets computer vision in the city.
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