N. N.

  • Karlsruhe Institute of Technology (KIT)
    Institute for Automation and Applied Informatics (IAI)
    Hermann-von-Helmholtz-Platz 1
    76344 Eggenstein-Leopoldshafen
    Fax: +49 721 608 22602
    Building-No.: 445 / 449 / 668

Publications


2026
Image-based recognition using advanced neural networks can aid surveillance of Agrilus jewel beetles
Caruso, V.; Shirali, H.; Bouget, C.; Cerretti, P.; Curletti, G.; de Groot, M.; Groznik, E.; Gutowski, J. M.; Pylatiuk, C.; Plewa, R.; Roques, A.; Sallé, A.; Sweeney, J.; Van Rooyen, K.; Wührl, L.; Rassati, D.
2026. NeoBiota, 105, 319–336. doi:10.3897/neobiota.105.180959
Automated specimen triage for dark taxa: Deep learning enables orientation, sex identification and anatomical segmentation from robotic imaging
Shirali, H.; Wührl, L.; Lee, L.; Klug, N.; Meier, R.; Pylatiuk, C.; Hartop, E.
2026. Systematic Entomology, 51 (1), e70039. doi:10.1111/syen.70039
2025
AI-driven advances in Species Identification and Biomass Analysis
Shirali, H.; Wuhrl, L.; Klug, N.
2025, March 18. Entomology Congress (DGaaE 2025), Geisenheim, Germany, March 17–20, 2025
Deep Learning-Based Methods for Automated Estimation of Insect Length, Volume, and Biomass
Shirali, H.; Ascenzi, A.; Wuehrl, L.; Beyer, N.; Lorenzo, N. Di; Vaccarella, E.; Klug, N.; Meier, R.; Cerretti, P.; Pylatiuk, C.
2025. BioRxiv. doi:10.1101/2025.05.22.655251
2024
Automated Photogrammetric Close-Range Imaging System for Small Invertebrates Using Acoustic Levitation
Klug, N.; Kramer, M.; Mazrek, F.; Wührl, L.; Shirali, H.; Meier, R.; Pylatiuk, C.
2024. doi:10.36227/techrxiv.172651022.21831566/v1
AI as a Catalyst in Entomological Research by Simplifying Species Identification
Shirali, H.; Wührl, L.; Klug, N.
2024, August 26. 27th International Congress of Entomology (2024), Kyoto, Japan, August 25–30, 2024
Automated handling of biological objects with a flexible gripper for biodiversity research; [Automatisierte Handhabung biologischer Objekten mit einem flexiblen Greifer für die Biodiversitätsforschung]
Wührl, L.; Keller, L.; Klug, N.; Shirali, H.; Meier, R.; Pylatiuk, C.
2024. at - Automatisierungstechnik, 72 (7), 672–678. doi:10.1515/auto-2023-0238
Advancing Biodiversity Research with AI-Driven Automation
Shirali, H.; Wührl, L.; Klug, N.; Meier, R.; Pylatiuk, C.
2024, June 12. Helmholtz Artificial Intelligence Conference (Helmholtz AI 2024), Düsseldorf, Germany, June 12–14, 2024
3D Reconstruction of Small Objects
Klug, N.; Wührl, L.; Shirali, H.; Meier, R.; Pylatiuk, C.
2024, May 14. 4th Helmholtz Imaging Conference (2024), Heidelberg, Germany, May 14–15, 2024
Advancing Biodiversity Research with AI-Driven Automation
Shirali, H.; Wührl, L.; Klug, N.; Meier, R.; Pylatiuk, C.
2024. Helmholtz Artificial Intelligence Conference (Helmholtz AI 2024), Düsseldorf, 12th – 14th June 2024, Karlsruher Institut für Technologie (KIT)
Image-based recognition of parasitoid wasps using advanced neural networks
Shirali, H.; Hübner, J.; Both, R.; Raupach, M.; Reischl, M.; Schmidt, S.; Pylatiuk, C.
2024. Invertebrate Systematics, 38, Article no: IS24011. doi:10.1071/IS24011
Image-Based Recognition of Parasitoid Wasps Using Advanced Neural Networks
Shirali, H.; Hübner, J.; Both, R.; Raupach, M.; Schmidt, S.; Pylatiuk, C.
2024. Cold Spring Harbor Laboratory. doi:10.1101/2024.01.01.573817
2023
Automated Biodiversity Research
Shirali, H.; Wührl, L.; Klug, N.; Meier, R.; Pylatiuk, C.
2023. Helmholtz Imaging Conference (2023), Hamburg, Germany, June 14–16, 2023