Mathematik und Informatik

Jun.-Prof. Dr. Benjamin Risse, Institut für Informatik

Private Homepagehttps://www.uni-muenster.de/Informatik.AGRisse/
CV
2005-2010Diploma degree in computer science with a minor in biology, University of Münster, Münster, Germany
2011-2015 Ph. D. studies, University of Münster, Münster, Germany, Supervisors: Prof. X. Jiang (Pattern Recognition and Image Analysis) & Prof. C. Klämbt (Institute for Neuro- and Behavioural Biology)
2015-2017 Research Associate, University of Edinburgh, Edinburgh, United Kingdom, Institute for Action, Perception and Behaviour (Insect Robotics Group)
2017-Junior Professor (W1), University of Münster, Münster, Germany, Faculty of Mathe- matics and Computer Science
Research InterestsComputer Vision
Machine Learning
Engineering
Biomedicine
Current TalksKI als anthropologische Herausforderung: Durchbrüche und Grenzen ak- tueller KI Entwicklungen. Seminar in Humanities, University of Münster, Münster, Germany
From the Lab to the Field - Novel Computer Vision and Machine Learning Approaches to Quantify the Behaviour of Animals Across Scales. NC3 Symposium, University of Bielefeld, Bielefeld, Germany
How deep learning based image analysis and cultural historical heraldry benefit from each other. Konference: Digital Humanities Deutschland (DHD2020), University of Paderborn, Paderborn, Germany
The Benefits of Interdisciplinary Machine Learning & Computer Vision Research. Center for Reproductive Medicine and Andrology, University Hospital Münster, Münster, Germany
Machine Learning & Computer Vision in Interdisciplinary Research. eScience Symposium, University of Münster, Münster, Germany
Is Science Mostly Driven by Ideas or By Tools?. Semiar: Institute of Physiological Chemistry and Pathobiochemistry, University of Münster, Münster, Germany
Interdisciplinary Research at the Interface of Behavioural Biology and Com- puter Vision & Machine Learning. Invited Talk MPI Bonn, MPI Bonn, Bonn, Germany
"Artificial intelligence" - The quintessence of scientific narrow-mindedness?. Lecture series on Digitisation, Privacy and AI, University of Münster, Münster, Germany
Quantifying the Behavioural Dynamics Behind the Sixth Mass Extinction of Insects – A Progress Report. EnviroInfo 2019, Kassel, Deutschland
Current PublicationsBian A, Jiang X, Berh D, Risse B Resolving colliding larvae by fitting ASM to random walker-based pre-segmentations. IEEE/ACM Transactions on Computational Biology and Bioinformatics Vol. 18 (3), 2021 online
Thiele Sebastian, Haalck Lars, Struffert Marvin, Scherber Christoph, Risse Benjamin Towards Visual Insect Camera Traps. , 2021 online
Haalck Lars, Risse Benjamin Embedded Dense Camera Trajectories in Multi-Video Image Mosaics by Geodesic Interpolation-based Reintegration. , 2021 online
Huesmann Karim, Rodriguez Luis Garcia, Linsen Lars, Risse Benjamin The Impact of Activation Sparsity on Overfitting in Convolutional Neural Networks. The Impact of Activation Sparsity on Overfitting in Convolutional Neural Networks, 2021 online
Valkov Dimitar, Thiele Sebastian, Huesmann Karim, Risse Benjamin Touch Recognition on Complex 3D Printed Surfaces using Filter Response Analysis. , 2021 online
Huesmann K, Klemm S, Linsen L, Risse B Exploiting the Full Capacity of Deep Neural Networks while Avoiding Overfitting by Targeted Sparsity Regularization. , 2020 online
Haalck L, Mangan M, Webb B, Risse B Towards image-based animal tracking in natural environments using a freely moving camera. Journal of neuroscience methods Vol. 330, 2020, pp 108455 online
Neuert H, Deing P, Krukkert K, Naffin E, Steffes G, Risse B, Silies M, Klämbt C The Drosophila NCAM homolog Fas2 signals independently of adhesion. Development Vol. 147 (2), 2020 online
Leenings R, Winter NR, Plagwitz L, Holstein V, Ernsting J, Steenweg J, Gebker J, Sarink K, Emden D, Grotegerd D, others PHOTON--A Python API for Rapid Machine Learning Model Development. arXiv preprint arXiv:2002.05426 Vol. 2020, 2020 online
Current Projects• CRC 1450 B04 - Multiscale visualisation and analysis of innate immune cell migration at sites of hypoxic inflammation in vivo online
• CRC 1459 C05 - Coherent nanophotonic neural networks with adaptive molecular systems online
• Learning from Neuroscience to Investigate the IQ of Deep Neural Networks online
• KMU-innovativ Verbundprojekt: Entwicklung eines Intelligenten 3D Druckers (SMARTPRINT); Teilprojekt: Erforschung und Entwicklung der Kl-Algorithmen online
• Augmented and Virtual Reality in der medizinischen Ausbildung online
• QuBe - Investitionen in Wachstum und Beschäftigung online
E-Mailb.risse@uni-muenster.de
Phone+49 251 83-32717
FAX+49 251 83-33755
Room609
Secretary   Sekretariat Steinhoff
Frau Gerlinde Steinhoff
Telefon +49 251 83-38447
Fax +49 251 83-33755
Zimmer 602

AddressJun.-Prof. Dr. Benjamin Risse
Institut für Informatik
Fachbereich Mathematik und Informatik der Universität Münster
Einsteinstrasse 62
48149 Münster
Deutschland
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