If you made any changes in Pure these will be visible here soon.

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.

  • 10 Similar Researchers
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 proceedingConference paperAcademicpeer-review

Best Practice
Curricula
Recommendations
Animals
Antennas
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: Thesisinternal 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 proceedingConference paperAcademicpeer-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 proceedingConference paperAcademicpeer-review

Open Access
Antennas
Labels
Detectors
Experiments

Projects 2017 2019