Research output per year
Research output per year
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Dive into the research topics where Usman Muhammad is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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A Comparison of Hyperspectral Super-Resolution Techniques for Boreal Forest Imagery
Chudasama, Y., Muhammad, U., Mayra, V., Guiotte, F. & Laaksonen, J., 2024, IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, Proceedings. IEEE, p. 1226-1230 5 p.Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
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Domain Generalization via Ensemble Stacking for Face Presentation Attack Detection
Muhammad, U., Laaksonen, J., Romaissa Beddiar, D. & Oussalah, M., 25 Jun 2024, (E-pub ahead of print) In: International Journal of Computer Vision.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access -
Saliency-based video summarization for face anti-spoofing
Muhammad, U., Oussalah, M. & Laaksonen, J., Sept 2024, In: Pattern Recognition Letters. 185, p. 190-196 7 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access -
Deep Ensemble Learning with Frame Skipping for Face Anti-Spoofing
Muhammad, U., Hoque, M. Z., Oussalah, M. & Laaksonen, J., 2023, 2023 Twelfth International Conference on Image Processing Theory, Tools and Applications (IPTA). IEEE, 6 p. ( International workshops on image processing theory, tools, and applications).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open Access
Projects
- 1 Active
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ARTISDIG/ Laaksonen: Artificial Intelligence for Twinning the Diversity, Productivity and Spectral Signature of Forests
Laaksonen, J. (Principal investigator), Muhammad, U. (Project Member), Mäyrä, V. (Project Member) & Guiotte, F. (Project Member)
EU The Recovery and Resilience Facility (RRF)
01/01/2022 → 31/12/2024
Project: Academy of Finland: Other research funding