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.
Alenya, Guillem; Dellen, Babette; Torras, Carme
3D modelling of leaves from color and ToF data for robotized plant measuringIEEE International Conference on Robotics and Automation : [proceedings]. Bd. 2011. Silver Spring, Md.: IEEE Computer Society Press 2011 S. 3408 - 3414
Dellen, Babette; Wörgötter, Florentin
A Local Algorithm for the Computation of Image Velocity via Constructive Interference of Global Fourier ComponentsInternational Journal of Computer Vision. Bd. 92. H. 1. New York: Springer 2011 S. 53 - 70
Wallenberg, Markus; Felsberg, Michael; Forssén, Per-Erik et al.
Channel Coding for Joint Colour and Depth SegmentationMester, Rudolf; Felsberg, Michael (Hrsg). Pattern recognition : 33rd DAGM Symposium ; proceedings. Berlin: Springer 2011 S. 306 - 315
Aksoy, Eren Erdal; Dellen, Babette; Tamosiunaite, Minija et al.
Execution of a dual-object (pushing) action with semantic event chains2011 11th IEEE-RAS International Conference on Humanoid Robots. Bled: IEEE 2011 S. 576 - 583
Aksoy, Eren; Abramov, Alexey; Dörr, Johannes et al.
Learning the semantics of object–action relations by observationIJRR : The international Journal of Robotics Research. Bd. 30. H. 10. Thousand Oaks, Calif.: Sage Science Press 2011 S. 1229 - 1249
Dellen, Babette; Alenyà Ribas, Guillem; Foix, Sergi et al.
Segmenting color images into surface patches by exploiting sparse depth dataIEEE Workshop on Applications of Computer Vision : Proceedings. Bd. 2011. Los Alamitos, Calif.: IEEE Computer Society Press 2011 S. 591 - 598
Abramov, Alexey; Aksoy, Eren Erdal; Dörr, Johannes et al.
3D Semantic Representation of Actions from efficient stereo-image-sequence segmentation on GPUsProceedings of the International Symposium 3D Data Processing, Visualization and Transmission (3DPVT). Paris. 2010 S. 1 - 8
Aksoy, Eren; Abramov, Alexey; Wörgötter, Florentin et al.
Categorizing object-action relations from semantic scene graphsIEEE International Conference on Robotics and Automation : [proceedings]. Bd. 2010. Silver Spring, Md.: IEEE Computer Society Press 2010 S. 398 - 405
Dellen, Babette; Wessel, Ralf; Clark, John W. et al.
Motion processing with wide-field neurons in the retino-tecto-rotundal pathwayJournal of Computational Neuroscience. Bd. 28. H. 1. New York: Springer 2010 S. 47 - 64
Wörgötter, Florentin; Kulvicius, Tomas; Abramov, Alexey et al.
Real-Time Image Segmentation on a GPUKeller, Rainer; Kramer, David; Weiss, Jan-Philipp (Hrsg). Facing the multicore-challenge : aspects of new paradigms and technologies in parallel computing. Berlin: Springer 2010 S. 131 - 142
Dellen, Babette; Clark, John W.; Wessel, Ralf
Contextual interactions in a generalized energy model of complex cellsSeeing and perceiving. Bd. 22. H. 4. Leiden: Brill 2009 S. 301 - 324
Dellen, Babette; Wörgötter, Florentin
Disparity from stereo-segment silhouettes of weakly-textured imagesBritish Machine Vision Conference (BMVC). London. 2009 S. 1 - 11 Paper-ID 314
Dellen, Babette; Aksoy, Eren; Wörgötter, Florentin
Segment Tracking via a Spatiotemporal Linking Process including Feedback Stabilization in an n-D Lattice ModelSensors. Bd. 9. H. 11. Basel: MDPI 2009 S. 9355 - 9379
Dellen, Babette; Wörgötter, Florentin
A Local Algorithm for the Computation of Optic Flow via Constructive Interference of Global Fourier componentsBritish Machine Vision Conference (BMVC). Leeds. 2008 S. 795 - 804
Dellen, Babette; Clark, John W.; Wessel, Ralf
The brain's view of the natural world in motion : computing structure from function using directional Fourier transformationsInternational Journal of Modern Physics B : condensed matter physics, statistical physics, applied physics. Bd. 21. H. 13-14. Teaneck, N.J.: World Scientific Publications 2007 S. 2493 - 2504
Dellen, Babette; Brandt, Sebastian F.; Wessel, Ralf
Synchronization from disordered driving forces in arrays of coupled oscillatorsPRL : Physical Review Letters. Bd. 96. H. 3. American Physical Society 2006 34104
Dellen, Babette; Barber, Michael; Ristig, Manfred et al.
[Ca2+] oscillations in a model of energy-dependent Ca2+ uptake by the endoplasmic reticulumJournal of theoretical biology. Bd. 237. H. 3. Amsterdam: Elsevier 2005 S. 279 - 290
Dellen, Babette; Clark, John W.; Wessel, Ralf
Computing relative motion with complex cellsVisual Neuroscience. Bd. 22. H. 2. Cambridge: Cambridge University Press 2005 S. 225 - 236
Dellen, Babette; Clark, John W.; Wessel, Ralf
Motion-contrast computation without directionally selective motion sensorsPhysical Review : E, Statistical, nonlinear and soft matter physics. Bd. 70. Melville, N.Y: American Institute of Physics 2004 031907
Barber, Michael J.; Dellen, Babette
Noise-Induced Signal Enhancement in Heterogeneous Neural NetworksAlexandrov, Vassil N.; Dongarra, Jack J.; Juliano, Benjoe A.; Renner, René S.; Tan, C. J. Kenneth (Hrsg). Computational Science - ICCS 2001 : International Conference San Francisco, CA, USA, May 28—30, 2001 Proceedings, Part II. Berlin: Springer 2001 S. 996 - 999
Dellen, Babette; Barber, Michael; Ristig, Manfred
Calcium Oscillations in Living CellsCasas, M.; de Llano, M.; Navarro, J. (Hrsg). Condensed Matter Theories, Volume 18. Valencia. 1994 S. 407 - 418