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2026-11-26 Image Fraunhofer IGD
Learning Motion-Aware Representations for World-Space Speed Estimation from Consecutive Frames

Lintao, Fang

Object speed estimation is fundamental for understanding dynamic scenes, from traffic monitoring to animal behavior analysis. Existing monocular RGB video approaches typically rely on scene-specific information, such as camera calibration paramete...

2025 Textual Data Fraunhofer IRB
Test Michael Minimal-DS

Erndt, Michael

Testbeschreibung

2026 Other Fraunhofer IGD
Wheat3DIS: A Benchmark for 3D Instance Segmentation of Wheat Heads from Point Clouds.

Singh, Ashutosh; Hoppe, Sarah et al.

3D computer vision offers powerful tools for efficient agricultural analysis by enabling automated extraction of quantitative traits using point clouds of field scenes. In the context of wheat, accurate analyses of yield-related traits such as spi...

2026 Proprietary Data null
Tryptophan-Driven Metabolomic Shift in Acidobacteriaceae Reveals Phytohormones and Antifunga...

Zumkeller, Celine Mara; Hartwig, Christoph et al.

MS-Data for publication "Tryptophan-Driven Metabolomic Shift in Acidobacteriaceae Reveals Phytohormones and Antifungal Metabolites".

2026 Other Fraunhofer IKS
Towards Dependable LLM-Based Systems in Manufacturing – Supplementary Material

Van, Hoai My; Beck, René et al.

Analysis of dependability attributes for the operation phase of an exemplary LLM-based troubleshooting system consisting of various components (e.g. knowledge graph, retrieval pipeline).

2026 Other Fraunhofer ITWM
A Graph-RAG inspired approach to extract Taxonomies applicable to Digital Product Passports

Smirnov, Michael; Klein, Peter

A global, cross-continental extension of the European DPP system, suitable for global value chains, is currently under way as organized by the International Organization for Standardization. To operationalize these federated structures in a scalab...