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ORCIDBenjamin Risse
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- affiliation: University of Münster, Faculty of Mathematics and Computer Science, Germany
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2020 – today
- 2020
[c6]Karim Huesmann, Luis Garcia Rodriguez, Lars Linsen, Benjamin Risse:
The Impact of Activation Sparsity on Overfitting in Convolutional Neural Networks. ICPR Workshops (3) 2020: 130-145- [i3]Ramona Leenings, Nils Ralf Winter, Lucas Plagwitz, Vincent Holstein
, Jan Ernsting, Jakob Steenweg, Julian Gebker, Kelvin Sarink, Daniel Emden, Dominik Grotegerd, Nils Opel, Benjamin Risse, Xiaoyi Jiang, Udo Dannlowski, Tim Hahn:
PHOTON - A Python API for Rapid Machine Learning Model Development. CoRR abs/2002.05426 (2020) - [i2]Karim Huesmann, Sören Klemm, Lars Linsen, Benjamin Risse:
Exploiting the Full Capacity of Deep Neural Networks while Avoiding Overfitting by Targeted Sparsity Regularization. CoRR abs/2002.09237 (2020)
2010 – 2019
- 2019
- [j8]Evripidis Gkanias, Benjamin Risse, Michael Mangan, Barbara Webb:
From skylight input to behavioural output: A computational model of the insect polarised light compass. PLoS Comput. Biol. 15(7) (2019) - 2018
- [j7]Dimitri Berh, Aaron Scherzinger, Nils Otto, Xiaoyi Jiang, Christian Klämbt, Benjamin Risse:
Automatic non-invasive heartbeat quantification of Drosophila pupae. Comput. Biol. Medicine 93: 189-199 (2018) - [j6]Benjamin Risse, Michael Mangan, Wolfgang Stürzl, Barbara Webb:
Software to convert terrestrial LiDAR scans of natural environments into photorealistic meshes. Environ. Model. Softw. 99: 88-100 (2018) - [c5]Sören Klemm, Xiaoyi Jiang, Benjamin Risse:
Deep Distance Transform to Segment Visually Indistinguishable Merged Objects. GCPR 2018: 422-433 - 2017
- [j5]Benjamin Risse, Dimitri Berh, Nils Otto, Christian Klämbt, Xiaoyi Jiang:
FIMTrack: An open source tracking and locomotion analysis software for small animals. PLoS Comput. Biol. 13(5) (2017) - [j4]Benjamin Risse, Nils Otto, Dimitri Berh, Xiaoyi Jiang, Matthias Kiel, Christian Klämbt:
FIM2c: Multicolor, Multipurpose Imaging System to Manipulate and Analyze Animal Behavior. IEEE Trans. Biomed. Eng. 64(3): 610-620 (2017) - [j3]Dimitri Berh, Benjamin Risse, Tim Michels, Nils Otto, Xiaoyi Jiang, Christian Klämbt:
An FIM-Based Long-Term In-Vial Monitoring System for Drosophila Larvae. IEEE Trans. Biomed. Eng. 64(8): 1862-1874 (2017) - [c4]Benjamin Risse, Michael Mangan, Barbara Webb, Luca Del Pero:
Visual Tracking of Small Animals in Cluttered Natural Environments Using a Freely Moving Camera. ICCV Workshops 2017: 2840-2849 - 2015
- [b1]Benjamin Risse:
FIM imaging and the analysis of Drosophila locomotion. Universität Münster, 2015, pp. I-XII, 1-209 - [j2]Benjamin Risse, Dimitri Berh, Nils Otto, Xiaoyi Jiang, Christian Klämbt:
Quantifying subtle locomotion phenotypes of Drosophila larvae using internal structures based on FIM images. Comput. Biol. Medicine 63: 269-276 (2015) - 2013
- [j1]Benjamin Risse, Dimitri Berh, Junli Tao, Xiaoyi Jiang, Reinhard Klette, Christian Klämbt:
Comparison of two 3D tracking paradigms for freely flying insects. EURASIP J. Image Video Process. 2013: 57 (2013) - [c3]Xiaoyi Jiang, Mohammad Dawood, Fabian Gigengack, Benjamin Risse, Sönke Schmid, Daniel Tenbrinck, Klaus P. Schäfers:
Biomedical Imaging: A Computer Vision Perspective. CAIP (1) 2013: 1-19 - [c2]Junli Tao, Benjamin Risse, Xiaoyi Jiang:
Stereo and Motion Based 3D High Density Object Tracking. PSIVT 2013: 136-148 - [i1]Benjamin Risse, Xiaoyi Jiang, Christian Klämbt:
FIM: Frustrated Total Internal Reflection Based Imaging for Biomedical Applications. ERCIM News 2013(95) (2013) - 2012
- [c1]Junli Tao, Benjamin Risse, Xiaoyi Jiang, Reinhard Klette:
3D trajectory estimation of simulated fruit flies. IVCNZ 2012: 31-36
Coauthor Index
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