Benjamin Risse

ORCID

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 36

Top Venues

CoRR

WACV

Comput. Biol. Medicine

IEEE Trans. Biomed. Eng.

Universität Münster (PHD)

Education History

Universität Münster

PHD

Publications

Eike Gebauer, Sebastian Thiele, Pierre Ouvrard, Adrien Sicard, Benjamin Risse
Towards a Dynamic Vision Sensor-based Insect Camera Trap. WACV (2024)
Christian Porschen, Jan Ernsting, Paul Brauckmann, Raphael Weiss, Till Würdemann, Hendrik Booke, Wida Amini, Ludwig Maidowski, Benjamin Risse, Tim Hahn, Thilo Caspar von Groote
pyAKI - An Open Source Solution to Automated KDIGO classification. CoRR (2024)
Lukas Fisch, Stefan Zumdick, Carlotta B. C. Barkhau, Daniel Emden, Jan Ernsting, Ramona Leenings, Kelvin Sarink, Nils R. Winter, Benjamin Risse, Udo Dannlowski, Tim Hahn
deepbet: Fast brain extraction of T1-weighted MRI using Convolutional Neural Networks. Comput. Biol. Medicine 179 (2024)
Simon Boeder, Fabian Gigengack, Benjamin Risse
OccFlowNet: Towards Self-supervised Occupancy Estimation via Differentiable Rendering and Occupancy Flow. CoRR (2024)
Pascal Kockwelp, Marcel Meyerheim, Dimitar Valkov, Marvin Mergen, Anna Junga, Antonio Krüger, Bernhard Marschall, Markus Holling, Benjamin Risse
VR-based Competence Training at Scale: Teaching Clinical Skills in the Context of Virtual Brain Death Examination. Proc. ACM Hum. Comput. Interact. 8 (EICS) (2024)
Simon Boeder, Fabian Gigengack, Benjamin Risse
LangOcc: Self-Supervised Open Vocabulary Occupancy Estimation via Volume Rendering. CoRR (2024)
Lars Haalck, Sebastian Thiele, Benjamin Risse
Tracking Tiny Insects in Cluttered Natural Environments using Refinable Recurrent Neural Networks. WACV (2024)
Marlon Becker, Frederick Altrock, Benjamin Risse
Momentum-SAM: Sharpness Aware Minimization without Computational Overhead. CoRR (2024)
Lars Haalck, Benjamin Risse
Solving the Plane-Sphere Ambiguity in Top-Down Structure-from-Motion. WACV (2024)
Lukas Fisch, Stefan Zumdick, Carlotta B. C. Barkhau, Daniel Emden, Jan Ernsting, Ramona Leenings, Kelvin Sarink, Nils R. Winter, Benjamin Risse, Udo Dannlowski, Tim Hahn
Deepbet: Fast brain extraction of T1-weighted MRI using Convolutional Neural Networks. CoRR (2023)
Daniel Beckmann, Jacqueline Kockwelp, Jörg Gromoll, Friedemann Kiefer, Benjamin Risse
SAM meets Gaze: Passive Eye Tracking for Prompt-based Instance Segmentation. Gaze Meets ML (2023)
Jacqueline Kockwelp, Jörg Gromoll, Joachim Wistuba, Benjamin Risse
EyeGuide - From Gaze Data to Instance Segmentation. BMVC (2023)
Jan Ernsting, Nils R. Winter, Ramona Leenings, Kelvin Sarink, Carlotta B. C. Barkhau, Lukas Fisch, Daniel Emden, Vincent Holstein, Jonathan Repple, Dominik Grotegerd, Susanne Meinert, NAKO Investigators, Klaus Berger, Benjamin Risse, Udo Dannlowski, Tim Hahn
From Group-Differences to Single-Subject Probability: Conformal Prediction-based Uncertainty Estimation for Brain-Age Modeling. CoRR (2023)
Marlon Becker, Jan Riegelmeyer, Maximilian David Seyfried, Bart Jan Ravoo, Carsten Schuck, Benjamin Risse
Adaptive Photochemical Nonlinearities for Optical Neural Networks. Adv. Intell. Syst. 5 (12) (2023)
Pascal Kockwelp, Anna Junga, Dimitar Valkov, Bernhard Marschall, Markus Holling, Benjamin Risse
Towards VR Simulation-Based Training in Brain Death Determination. VR Workshops (2022)
Sebastian Thiele, Benjamin Risse
Narrowing Attention in Capsule Networks. ICPR (2022)
Jacqueline Kockwelp, Sebastian Thiele, Pascal Kockwelp, Jannis Bartsch, Christoph Schliemann, Linus Angenendt, Benjamin Risse
Cell Selection-based Data Reduction Pipeline for Whole Slide Image Analysis of Acute Myeloid Leukemia. CVPR Workshops (2022)
Lars Haalck, Benjamin Risse
Embedded Dense Camera Trajectories in Multi-Video Image Mosaics by Geodesic Interpolation-based Reintegration. WACV (2021)
Tim Hahn, Jan Ernsting, Nils R. Winter, Vincent Holstein, Ramona Leenings, Marie Beisemann, Lukas Fisch, Kelvin Sarink, Daniel Emden, Nils Opel, Ronny Redlich, Jonathan Repple, Dominik Grotegerd, Susanne Meinert, Jochen G. Hirsch, Thoralf Niendorf, Beate Endemann, Fabian Bamberg, Thomas Kröncke, Robin Bülow, Henry Völzke, Oyunbileg von Stackelberg, Ramona Felizitas Sowade, Lale Umutlu, Börge Schmidt, Svenja Caspers, Harald Kugel, Tilo Kircher, Benjamin Risse, Christian Gaser, James H. Cole, Udo Dannlowski, Klaus Berger
An Uncertainty-Aware, Shareable and Transparent Neural Network Architecture for Brain-Age Modeling. CoRR (2021)
Lukas Fisch, Jan Ernsting, Nils R. Winter, Vincent Holstein, Ramona Leenings, Marie Beisemann, Kelvin Sarink, Daniel Emden, Nils Opel, Ronny Redlich, Jonathan Repple, Dominik Grotegerd, Susanne Meinert, Niklas Wulms, Heike Minnerup, Jochen G. Hirsch, Thoralf Niendorf, Beate Endemann, Fabian Bamberg, Thomas Kröncke, Annette Peters, Robin Bülow, Henry Völzke, Oyunbileg von Stackelberg, Ramona Felizitas Sowade, Lale Umutlu, Börge Schmidt, Svenja Caspers, Harald Kugel, Bernhard T. Baune, Tilo Kircher, Benjamin Risse, Udo Dannlowski, Klaus Berger, Tim Hahn
Predicting brain-age from raw T1-weighted Magnetic Resonance Imaging data using 3D Convolutional Neural Networks. CoRR (2021)
Dimitar Valkov, Sebastian Thiele, Karim Huesmann, Eike Gebauer, Benjamin Risse
Touch Recognition on Complex 3D Printed Surfaces using Filter Response Analysis. VR Workshops (2021)
Karim Huesmann, Luis Garcia Rodriguez, Lars Linsen, Benjamin Risse
The Impact of Activation Sparsity on Overfitting in Convolutional Neural Networks. CoRR (2021)
Ang Bian, Xiaoyi Jiang, Dimitri Berh, Benjamin Risse
Resolving Colliding Larvae by Fitting ASM to Random Walker-Based Pre-Segmentations. IEEE ACM Trans. Comput. Biol. Bioinform. 18 (3) (2021)
Devis Tuia, Benjamin Kellenberger, Sara Beery, Blair R. Costelloe, Silvia Zuffi, Benjamin Risse, Alexander Mathis, Mackenzie W. Mathis, Frank van Langevelde, Tilo Burghardt, Roland Kays, Holger Klinck, Martin Wikelski, Iain D. Couzin, Grant Van Horn, Margaret C. Crofoot, Charles V. Stewart, Tanya Y. Berger-Wolf
Seeing biodiversity: perspectives in machine learning for wildlife conservation. CoRR (2021)
Karim Huesmann, Luis Garcia Rodriguez, Lars Linsen, Benjamin Risse
The Impact of Activation Sparsity on Overfitting in Convolutional Neural Networks. ICPR Workshops (3) (2020)
Karim Huesmann, Sören Klemm, Lars Linsen, Benjamin Risse
Exploiting the Full Capacity of Deep Neural Networks while Avoiding Overfitting by Targeted Sparsity Regularization. CoRR (2020)
Torsten Hiltmann, Sebastian Thiele, Benjamin Risse
Friends with Benefits: Wie Deep-Learning basierte Bildanalyse und kulturhistorische Heraldik voneinander profitieren. DHd (2020)
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 (2020)
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)
Benjamin Risse, Michael Mangan, Wolfgang Stürzl, Barbara Webb
Software to convert terrestrial LiDAR scans of natural environments into photorealistic meshes. Environ. Model. Softw. 99 (2018)
Sören Klemm, Xiaoyi Jiang, Benjamin Risse
Deep Distance Transform to Segment Visually Indistinguishable Merged Objects. GCPR (2018)
Dimitri Berh, Aaron Scherzinger, Nils Otto, Xiaoyi Jiang, Christian Klämbt, Benjamin Risse
pupae. Comput. Biol. Medicine 93 (2018)
Benjamin Risse, Nils Otto, Dimitri Berh, Xiaoyi Jiang, Matthias Kiel, Christian Klämbt
: Multicolor, Multipurpose Imaging System to Manipulate and Analyze Animal Behavior. IEEE Trans. Biomed. Eng. 64 (3) (2017)
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)
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) (2017)
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)
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 (2015)
Xiaoyi Jiang, Mohammad Dawood, Fabian Gigengack, Benjamin Risse, Sönke Schmid, Daniel Tenbrinck, Klaus P. Schäfers
Biomedical Imaging: A Computer Vision Perspective. CAIP (1) (2013)
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 (2013)
Junli Tao, Benjamin Risse, Xiaoyi Jiang
Stereo and Motion Based 3D High Density Object Tracking. PSIVT (2013)
Benjamin Risse, Xiaoyi Jiang, Christian Klämbt
FIM: Frustrated Total Internal Reflection Based Imaging for Biomedical Applications. ERCIM News 2013 (95) (2013)
Junli Tao, Benjamin Risse, Xiaoyi Jiang, Reinhard Klette
3D trajectory estimation of simulated fruit flies. IVCNZ (2012)

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Publication Activity (10 Years)

Top Topics

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Benjamin Risse