Research output per year
Research output per year
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
Fingerprint
Dive into the research topics where Jules Salzinger is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Research output
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Practical Strategies for Automated Phenotyping: From Raw UAV Data to Multispectral Time Series for Machine Learning Applications.
Beltrame, L., Salzinger, J., Fanta-Jende, P. & Sulzbachner, C., 17 Jun 2024, Proceedings of the 74th Conference of the Vereinigung der Pflanzenzüchter und Saatgutkaufleute Österreichs, 20-22 November 2023, Raumberg-Gumpenstein, Irdning, Austria. p. 7-12 6 p. 3Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review
Open Access -
Reviewing the essential roles of remote phenotyping, GWAS and explainable AI in practical marker-assisted selection for drought-tolerant winter wheat breeding
Chang-Brahim, I., Koppensteiner, L., Beltrame, L., Bodner, G., Saranti, A., Salzinger, J., Fanta-Jende, P., Sulzbachner, C., Bruckmüller, F., Trognitz, F., Samad-Zamini, M., Zechner, E., Holzinger, A. & Molin, E. M., 18 Apr 2024, In: Frontiers in Plant Science. 15, 27 p., 1319938.Research output: Contribution to journal › Article › peer-review
Open Access -
TriNet: Exploring More Affordable and Generalisable Remote Phenotyping with Explainable Deep Models
Beltrame, L., Salzinger, J., Koppensteiner, L. & Fanta-Jende, P., 21 Aug 2024, In: Drones. 8, 8, 29 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Leveraging multi-temporal Sentinel-1 and 2 satellite data for leaf area index estimation with deep learning
Wang, C., Debouchage, A., Goldité, V., Wery, A. & Salzinger, J., 2 Nov 2023, Proceedings of the 2023 conference on Big Data from Space. SOILLE, P., LUMNITZ, S. & ALBANI, S. (eds.). Publications Office of the European Union, p. 193-196 3 p. 5Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Poster Presentation › peer-review
Open Access -
YAECS: Yet Another Experiment Configuration System
Salzinger, J. (Developer) & Goldité, V. (Developer), 2022Research output: Software › Open Source-Software
Activities
- 2 Presentation at a scientific conference / workshop
-
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
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Towards Automating Forest Stratum Classification with a Generative Pipeline: Blending Real and Synthetic Data for Point Cloud Segmentation
Fanta-Jende, P. (Author), Apud Baca, J. G. (Speaker), Salzinger, J. (Author) & Sulzbachner, C. (Author)
6 Sept 2023Activity: Talk or presentation / Lecture › Presentation at a scientific conference / workshop