Nicolas P. Winkler

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 6

Top Topics

Super Resolution

Experimental Study

Top Venues

Publications

Nicolas P. Winkler, Patrick P. Neumann, Erik Schaffernicht, Achim J. Lilienthal
Gas Distribution Mapping With Radius-Based, Bi-directional Graph Neural Networks (RABI-GNN). ISOEN (2024)
Patrick P. Neumann, Dino Hüllmann, Nicolas P. Winkler, Heiko Lohrke, Achim J. Lilienthal
Outdoor Gas Plume Reconstructions: A Field Study with Aerial Tomography. ISOEN (2024)
Patrick P. Neumann, Dino Hullmann, Nicolas P. Winkler, Jan Schugardt
Remote Drone-to-Drone Gas Sensing: A Feasibility Study. ISOEN (2022)
Nicolas P. Winkler, Haruka Matsukura, Patrick P. Neumann, Erik Schaffernicht, Hiroshi Ishida, Achim J. Lilienthal
Super-Resolution for Gas Distribution Mapping: Convolutional Encoder-Decoder Network. ISOEN (2022)
Nicolas P. Winkler, Oleksandr Kotlyar, Erik Schaffernicht, Han Fan, Haruka Matsukura, Hiroshi Ishida, Patrick P. Neumann, Achim J. Lilienthal
Learning from the Past: Sequential Deep Learning for Gas Distribution Mapping. ROBOT (2) (2022)
Nicolas P. Winkler, Patrick P. Neumann, Erik Schaffernicht, Achim J. Lilienthal
Using Redundancy in a Sensor Network to Compensate Sensor Failures. IEEE SENSORS (2021)