Prof. Dr. Babette Dellen - Publikationen

Ziyuan, Li; Jaekel, Uwe; Dellen, Babette
Advancing Complex-Valued Neural Networks with Product Units for MRI Reconstruction
International Conference on Neural Information Processing (ICONIP 2025) (Hrsg).

Ziyuan, Li; Jaekel, Uwe; Dellen, Babette
Deep residual learning with product units
https://arxiv.org/abs/2505.04397 (Hrsg). Computer Science.

Burgert, Alina; Dellen, Babette; Jaekel, Uwe et al.
Semi-Supervised Anomaly Detection in Skin Lesion Images
Proceedings of the 20th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications. Bd. 2. 2025 S. 535 - 541

Husni, Zyad; Jaekel, Uwe; Dellen, Babette
Combining XAI and graph cuts for skin lesion segmentation
Proceedings of the International Conference on Computational Science - ICCS 2025. Cornell University. 2025

Mandilara, A.; Dellen, Babette; Jaekel, U. et al.
Classification of data with a qudit, a geometric approach
Quantum Machine Intelligence. Bd. 6. H. 17. 2024 S. 1 - 11 arXiv:2307.14060

Li, Ziyuan; Jaekel, Uwe; Dellen, Babette
Data-Driven 3D Shape Completion with Product Units
Franco, L. ; de Mulatier, C. ; Paszynski, M. ;  Krzhizhanovskaya, V.V. ; Dongarra, J.J. ; Sloot, P.M.A. (Hrsg). Computational Science – ICCS 2024. Cham: Springer Nature 2024 S. 302 - 315 (Lecture Notes in Computer  Science ; 14832)

Dellen, Babette; Jaekel, Uwe; Freitas, Paulo S.A. et al.
Predicting nuclear masses with product-unit networks
Physics Letters B. Bd. 852. Elsevier BV 2024 S. 138608

Kador, Rebecca; Schneider, Helen; Biesner, David et al.
Learning the Dynamics of Concentration Fields in Vascular Stenosis with Deep Hidden Physics Models
2023 IEEE International Conference on Big Data (BigData). Sorrento, Italy: IEEE 2023

Burgert, Alina; Dellen, Babette; Jaekel, Uwe
Symmetry classification with product-unit neural networks
First 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 objects
2022 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 perceptron
IEEE 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 cue
De.arxiv.org. Bd. 2019. H. August. 2019 arXiv identifier: 1908.03000

Dellen, Babette; Jaekel, Uwe; Wolnitza, Marcell
Function and Pattern Extrapolation with Product-Unit Networks
Rodrigues, 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 Filter
Proceedings 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 Scenes
IEEE 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 Learning
Samui, 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 Domain
IEEE 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 Models
IEEE 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 Video
IEEE/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 sequences
Computers 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 video
International 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 Fields
ICPR (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 sequences
Digital 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 Filter
8th 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 manipulations
8th 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 modulation
Neural 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 data
IEEE 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 Kinect
IEEE 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 GPU
IEEE 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 Patches
IROS 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 measuring
IEEE 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 Components
International 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 Segmentation
Mester, 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 chains
2011 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 observation
IJRR : 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 data
IEEE 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 GPUs
Proceedings 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 graphs
IEEE 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 pathway
Journal 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 GPU
Keller, 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 cells
Seeing and perceiving. Bd. 22. H. 4. Leiden: Brill 2009 S. 301 - 324

Dellen, Babette; Wörgötter, Florentin
Disparity from stereo-segment silhouettes of weakly-textured images
British 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 Model
Sensors. 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 components
British 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 transformations
International 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 oscillators
PRL : 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 reticulum
Journal 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 cells
Visual 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 sensors
Physical 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 Networks
Alexandrov, 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 Cells
Casas, M.; de Llano, M.; Navarro, J. (Hrsg). Condensed Matter Theories, Volume 18. Valencia. 1994 S. 407 - 418