Personal profile
Research interests
I am interested to discover the world through the lens of Deep Learning and statistics.
Primary research interests :
- Computer Vision
- Environmental Monitoring
- Semi-supervised techniques
- Analysis and synthesis of 3D data
Education/Academic qualification
Sciences of Engineering, Master, Diplôme d'Ingénieur, École centrale de Marseille
Sept 2016 → Jul 2020
Award Date: 31 Mar 2021
Deep Learning, Master, Master of Science, National Taiwan University of Science and Technology
Sept 2018 → Jul 2020
Award Date: 1 Jun 2020
Science, Bachelor, Bachelor in Sciences of Engineering, École centrale de Marseille
Sept 2016 → Jul 2017
Award Date: 27 Jun 2018
External positions
External affiliation, Transfer Learning
Sept 2020 → …
Former external affiliation, Reactive Reality
Aug 2020 → Mar 2023
Lecturer, Automatants
Sept 2019 → …
Lecturer, Christopher.ai
Sept 2018 → …
Former external affiliation, National Taiwan University of Science and Technology
Sept 2018 → Jul 2020
Former external affiliation, Laboratoire d'Informatique et Systèmes
May 2018 → Aug 2018
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Research output
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Advancements on Semantic Real-Time UAV Mapping
Haubenstock, M., Salzinger, J., Schwingshackl, M., Bruckmüller, F., Sulzbachner, C. & Fanta-Jende, P., 30 Oct 2025, In: The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences.Research output: Contribution to journal › Article › peer-review
Open Access -
Better Data for Satellite Super Resolution
Castells, M., Salzinger, J. & Zendel, O., 6 Dec 2025.Research output: Poster presentation without proceedings › peer-review
Open Access -
GENOMICS AND PHENOMICS COMBINED WITH MACHINE LEARNING FOR DROUGHT-TOLERANT WINTER WHEAT BREEDING
Milek, J. (Speaker), Koppensteiner, L., Beltrame, L., Salzinger, J., Fanta-Jende, P. & Molin, E. M., Nov 2025.Research output: Poster presentation without proceedings
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Investigation of Riverbank Peat Erosion in a small Alpine catchment by Multi-Temporal Point Cloud Change Analysis and Time Series Clustering
Wang, J., Eskandari, R., Lin, C.-H., Mészáros, J., Obrecht, L., Rowe, E., Salzinger, J., Rutzinger, M. & Mayr, A., 14 Jul 2025, In: ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences. X-G-2025, p. 937-944 7 p.Research output: Contribution to journal › Article › peer-review
Open Access -
ResQDrone: Autonomous Indoor Quadcopter for Multi-Layered Mapping in Crisis and Disaster Management Scenarios
Cella, M., Biber, J., Bournez, P., Salzinger, J., Widhalm, V., Vultaggio, F., d’Apolito, F., Bruckmüller, F., Sulzbachner, C. & Fanta-Jende, P., 30 Oct 2025, In: The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. 9 p.Research output: Contribution to journal › Article › peer-review
Open Access
Activities
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Tailoring Digital Phenotyping Data Acquisition Campaigns to Breeders' Needs and Capabilities
Beltrame, L. (Author), Schawerda, L.-T. (Author), Salzinger, J. (Author and Speaker, invited) & Fanta-Jende, P. (Author)
1 Dec 2025Activity: Talk or presentation / Lecture › Invited talk at a scientific conference or institution
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Studying the impact of point density for forest layer segmentation from ULS point clouds
Salzinger, J. (Author), Apud Baca, J. G. (Author and Speaker) & Fanta-Jende, P. (Author)
4 Sept 2025Activity: Talk or presentation / Lecture › Presentation at a scientific conference / workshop
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Addressing cloud- and shadow-induced data gaps in complex terrains for forest monitoring: Advancing EO foundation models with a multi-resolution approach
Lampert, J. (Speaker), Fanta-Jende, P. (Author), Salzinger, J. (Author), Beltrame, L. (Author), Thiele, P. L. (Author), Duarte, D. (Author), Schumacher, B. (Author) & Briese, C. (Author)
6 May 2025Activity: Talk or presentation / Lecture › Presentation at a scientific conference / workshop
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Computationally efficient head-only fine-tuning for Earth Observation Foundation Models: Benchmarking FMs for semantic segmentation
Beltrame, L. (Speaker), Salzinger, J. (Author), Fanta-Jende, P. (Author), Lampert, J. (Author) & Thiele, P. L. (Author)
5 May 2025 → 7 May 2025Activity: Talk or presentation / Lecture › Presentation at a scientific conference / workshop
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Airborne Phenotyping with AI
Beltrame, L. (Author), Bruckmüller, F. (Author), Salzinger, J. (Speaker), Fanta-Jende, P. (Author) & Sulzbachner, C. (Author)
20 Nov 2023Activity: Talk or presentation / Lecture › Presentation at a scientific conference / workshop