Aktuelle Publikationen

Mai 2025

Inter-hospital transferability of AI: A case study on phase recognition in cholecystectomy

Lasse Renz-Kiefel, Peter Eisert, Anna Hilsmann, Eric Wisotzky, sebastian Lünse, Rene Mantke

Identifying surgical phases is a crucial component of surgical workflow analysis, facilitating the automated evaluation of surgical procedures’ performance and efficiency. A significant challenge in developing neural networks for surgical phase...


Mai 2025

Space-Division Multiplexed Transmission from the Lab to the Field

C. Antonelli, A. Mecozzi, Colja Schubert, L.K. Oxenløwe, A. Carena, Robert Emmerich, Georg Rademacher, Nicolas Fontaine, Giammarco Di Sciullo, Andrea Marotta, Fabio Graziosi, Takuji Nagashima, Alberto Gatto, Paola Parolari, Pierre Sillard, Roland Ryf, Lauren Dallachiesa, R.S. Luis, D. A. Shaji, D. Ri-bezzo, M. Mazur, T. Nakanishi, D. Bacco, A. Zavatta, M. Zahidy, D. Orsuti, M. Fasano, P. Boffi, N. Sambo, A. Nespola, S. Guerrier, C. Dorize, J. Renaudier, N. Hoghooghi, F. Quinlan, Qi Wu

Researchers from the University of L’Aquila, NICT, Finisar, Prysmian, Nokia Bell Lab and Fraunhofer HHI Space-Division Multiplexed Transmission technologies from the Lab to the Field and present a summary for their work in this invited...


April 2025

Record length of 2000km weakly-coupled 7-core MCF produced from a single large-scale MCF preform

Sarah Cwalina, Kai Habel, Tobias Tiess, Michael Lorenz, Jong-Won Lee, Maximilian Schmitt, Jimmy E. Beavers, Nicolaj L. Andersen, Andreas C. Samson, Frederik N. Andersen, Qiulin Ma, Martin Böttcher, Kay  Schuster

We present the design and fabrication of more than 2000 km of a 7-core multi-core fiber (MCF) drawn from a single large-scale MCF preform. The fiber was fabricated without any online fiber breaks and exhibits axially excellent geometrical...


April 2025

SPNeRF: Open Vocabulary 3D Neural Scene Segmentation with Superpoints

Weiwen Hu, Oliver Schreer, Peter Eisert, Ingo Feldmann, Marcus Zepp, Niccolo Parodi

We introduce SPNerf, a NeRF based zero-shot 3D segmentation approach that leverages geometric priors. We integrate geometric primitives derived from 3D scene into NeRF training to produce primitive-wise CLIP features, avoiding the ambiguity of...


April 2025

Global or local modeling for XGBoost in geospatial studies upon simulated data and German COVID-19 infection forecasting

Ximeng Cheng, Jackie Ma

This research compares the local- and global modeling ways of XGBoost in the geospatial studies. Two experiments based on simulation data and German COVID-19 infection data were conducted to compare the two modeling ways from multiple aspects....


April 2025

Joint power control, beamforming, and sleep-mode selection for energy-efficient cell-free networks using surrogate machine learning models

Ricky Ooi, Slawomir Stanczak, Renato L. G. Cavalcante, Lorenzo Miretti, Rouaa Diab

In cell-free networks, system throughput is enhanced by allowing more than one access point (AP) to serve each user, which may lead to high energy consumption. To circumvent this, this paper presents a surrogate optimization technique using...


April 2025

Resolution and Speed Trade-offs in FMCW LiDAR with MEMS Mirror Scanning and Advanced Signal Processing

Sarah Cwalina, Volker Jungnickel, Patrick Runge, Norman Laske, Avinash Nittur Ramesh, Maria A. Gonzalez-Huici

We address system trade-offs, e.g. between resolution and speed of a coherent scanning LiDAR. We analyze the performance of our real-time FMCW LiDAR prototype with a high-quantumefficiency coherent receiver, two-dimensional...


April 2025

Artificial Neural Network With Photonic Reservoir for Multiclass Modulation Format Identification

Guillermo von Hünefeld, Colja Schubert, Ronald Freund, Johannes K. Fischer, Pooyan Safari, Rijil Thomas, Enes Seker, Stephan Suckow, Max Lemme, David Stahl, Peter Bienstman, Mahdi Kaveh, Mahtab Aghaeipour Kolyani, Joseph Hopfmüller

We successfully achieved MFI using a neuromorphic PIC with a photonic reservoir and digital readout, both in a laboratory environment and with commercial network equipment.


April 2025

Kernel-Based Signal Processing for Simultaneous Transmit-Receive Systems

Mohammad Hossein Attar, Slawomir Stanczak, Ramez Askar

We address digital self-interference cancellation (SIC) in simultaneous transmit-receive systems using data-driven approaches. We propose kernel-based learning methods -- adaptive projected subgradient method (APSM) and support vector regression...


April 2025

3DGS.zip: A survey on 3D Gaussian Splatting Compression Methods

Milena Teresa Bagdasarian, Mario Goldenbaum, Peter Eisert, Anna Hilsmann, Wieland Morgenstern, Florian Tim Barthel, Paul Knoll, Yi-Hsin Li

3D Gaussian Splatting (3DGS) is a powerful technique for real-time radiance field rendering but is limited by its high storage and memory requirements. This survey provides the first comprehensive analysis of existing compression and compaction...


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