Prof. Dr. Babette Dellen
FB Mathematik und Technik, Hochschule Koblenz
- 02642/932-217
- 02642/905440-217
Mandilara, A.; Dellen, Babette; Jaekel, U. et al.
Classification of data with a qudit, a geometric approachQuantum Machine Intelligence. Bd. 6. H. 17. 2024 S. 1 - 11 arXiv:2307.14060
Dellen, Babette; Jaekel, Uwe; Freitas, Paulo S.A. et al.
Predicting nuclear masses with product-unit networksPhysics Letters B. Bd. 2024. online. 2024 in press
Kador, Rebecca; Schneider, Helen; Biesner, David et al.
Learning the Dynamics of Concentration Fields in Vascular Stenosis with Deep Hidden Physics Models2023 IEEE International Conference on Big Data (BigData). Sorrento, Italy: IEEE 2023
Burgert, Alina; Dellen, Babette; Jaekel, Uwe
Symmetry classification with product-unit neural networksFirst Mainz and Friends Artificial Intelligence Conference : MAInC 2023 ; June 13-14, 2023, Gutenberg Digital Hub, Mainz, Germany. Mainz. 2023
Wolnitza, Marcell; Kaya, Osman; Kulvicius, Tomas et al.
6D pose estimation and 3D object reconstruction from 2D shape for robotic grasping of objects2022 Sixth IEEE International Conference on Robotic Computing (IRC). Italy: IEEE 2022 S. 67 - 71
Dellen, Babette; Jaekel, Uwe
Solving nonlinear classification and regression problems by wave interference with a single-layer complex-valued perceptronIEEE Symposium Series on Computational Intelligence (IEEE SSCI 2021); December 5th – 7th 2021, Orlando, Florida, USA. Orlando. 2021 #1209
Dellen, Babette; Wolnitza, Marcell
Feature selection of neural networks is skewed towards the less abstract cueDe.arxiv.org. Bd. 2019. H. August. 2019 arXiv identifier: 1908.03000
Dellen, Babette; Jaekel, Uwe; Wolnitza, Marcell
Function and Pattern Extrapolation with Product-Unit NetworksRodrigues, João M. F. et al. (Hrsg). Computational Science – ICCS 2019 19th International Conference, Faro, Portugal, June 12–14, 2019, Proceedings, Part II. o.A.: Springer International Publishing 2019 S. 174 - 188 (Lecture Notes in Computer Science)
Reich, Simon; Wörgötter, Florentin; Dellen, Babette
A Real-Time Edge-Preserving Denoising FilterProceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications : Volume 4 ; VISAPP. Funchal, Portugal. 2018 S. 85 - 94
Husain, Farzad; Schulz, Hannes; Dellen, Babette et al.
Combining Semantic and Geometric Features for Object Class Segmentation of Indoor ScenesIEEE Robotics and Automation Letters. Bd. 2. H. 1. New York, NY: IEEE 2017 S. 49 - 55
Husain, Farzad; Dellen, Babette; Torras, Carme
Scene Understanding Using Deep LearningSamui, Pijush (Hrsg). Handbook of Neural Computation. Amsterdam: Elsevier 2017 S. 373 - 382
Husain, Farzad; Dellen, Babette; Torras, Carme
Action Recognition Based on Efficient Deep Feature Learning in the Spatio-Temporal DomainIEEE Robotics and Automation Letters. Bd. 1. H. 2. New York, NY: IEEE 2016 S. 984 - 991
Husain, Farzad; Dellen, Babette; Torras, Carme
Consistent Depth Video Segmentation Using Adaptive Surface ModelsIEEE Transactions on Cybernetics. Bd. 45. H. 2. New York, NY: IEEE 2015 S. 266 - 278
Dellen, Babette; Scharr, Hanno; Torras, Carme
Growth Signatures of Rosette Plants from Time-Lapse VideoIEEE/ACM Transactions on Computational Biology and Bioinformatics. Bd. 12. H. 6. New York, NY: IEEE 2015 S. 1470 - 1478
Aksoy, Eren Erdal; Abramov, Alexey; Wörgötter, Florentin et al.
Modeling leaf growth of rosette plants using infrared stereo image sequencesComputers and Electronics in Agriculture. Bd. 2015. H. 110. Amsterdam: Elsevier 2015 S. 78 - 90
Husain, Farzad; Colome, Adria; Dellen, Babette et al.
Realtime tracking and grasping of a moving object from range videoInternational Conference on Robotics and Automation (ICRA) : May 31 2014-June 7 2014 : Hong Kong, China. Piscataway: IEEE 2014 6 Seiten
Husain, Farzad; Dellen, Babette; Torras, Carme
Recognizing Point Clouds Using Conditional Random FieldsICPR (Hrsg). 22nd International Conference on Pattern Recognition (ICPR), 2014 24-28 Aug. 2014, Stockholm, Sweden ; proceedings. Piscataway: IEEE 2014 S. 4257 - 4262
Husain, Farzad; Dellen, Babette; Torras, Carme
Robust surface tracking in range image sequencesDigital Signal Processing : a review journal. Bd. 2014. H. 35. Orlando: Academic Press 2014 S. 37 - 44
Reich, Simon; Abramov, Alexey; Papon, Jeremie et al.
A Novel Real-Time Edge-Preserving Smoothing Filter8th International Conference on Computer Vision Theory and Applications (VISAPP). Barcelona. 2013 S. 1 - 11
Dellen, Babette; Husain, Farzad; Torras, Carme
Joint segmentation and tracking of object surfaces in depth movies along human/robot manipulations8th International Conference on Computer Vision Theory and Applications (VISAPP). Barcelona. 2013 S. 1 - 8
Dellen, Babette; Torras, Carme
Local stimulus disambiguation with global motion filters predicts adaptive surround modulationNeural networks : the official journal of the International Neural Network Society, European Neural Network Society and Japanese Neural Network Society. Bd. 46. Amsterdam: Elsevier 2013 S. 32 - 39
Alenya, Guillem; Dellen, Babette; Foix, Sergi et al.
Robotized plant probing : Leaf segmentation utilizing Time-of-Flight dataIEEE robotics & automation magazine. Bd. 20. H. 3. New York, NY: IEEE Robotics and Automation Society 2013 S. 50 - 59
Abramov, Alexey; Pauwels, Karl; Papon, Jeremie et al.
Depth-supported real-time video segmentation with the KinectIEEE Workshop on Applications of Computer Vision : Proceedings. Bd. 2012. Los Alamitos, Calif.: IEEE Computer Society Press 2012 S. 457 - 464
Abramov, Alexey; Pauwels, Karl; Papon, Jeremie et al.
Real-time segmentation of stereo videos on a portable system with a mobile GPUIEEE Transactions on Circuits and systems for Video Technology. Bd. 22. H. 9. New York, NY: Institute of Electrical and Electronics Engineers 2012 S. 1292 - 1305
Alenya, Guillem; Dellen, Babette; Foix, Sergi et al.
Robotic Leaf Probing via Segmentation of Range Data Into Surface PatchesIROS Workshop on Agricultural Robotics : Enabling safe, efficient, affordable Robots for Food Production (IROS AGROBOTICS). Vilamoura, Portugal. 2012 6 S.