Babette Dellen

42 papers A* 3A 4B 2Journal 18Unranked 15

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Advancing Complex-Valued Neural Networks with Product Units for MRI Reconstruction. ICONIP (2) Ziyuan Li, Uwe Jaekel, Babette Dellen
2025	—	`conf`	Combining XAI and Graph Cuts for Skin-Lesion Segmentation. ICCS (Workshops 2) Zyad Husni, Uwe Jaekel, Babette Dellen
2025	J	`jnl`	Deep residual learning with product units. CoRR Ziyuan Li, Uwe Jaekel, Babette Dellen
2025	—	`conf`	Semi-Supervised Anomaly Detection in Skin Lesion Images. VISIGRAPP (2): VISAPP Alina Burgert, Babette Dellen, Uwe Jaekel, Dietrich Paulus
2024	J	`jnl`	Classification of data with a qudit, a geometric approach. Quantum Mach. Intell. Aikaterini Mandilara, Babette Dellen, Uwe Jaekel, Themistoklis Valtinos, Dimitris Syvridis
2024	—	`conf`	Data-Driven 3D Shape Completion with Product Units. ICCS (1) Ziyuan Li, Uwe Jaekel, Babette Dellen
2023	B	`conf`	Learning the Dynamics of Concentration Fields in Vascular Stenosis with Deep Hidden Physics Models. IEEE Big Data Rebecca Kador, Helen Schneider, David Biesner, Babette Dellen, Rafet Sifa
2023	J	`jnl`	Predicting nuclear masses with product-unit networks. CoRR Babette Dellen, Uwe Jaekel, Paulo S. A. Freitas, John W. Clark
2022	J	`jnl`	3D object reconstruction and 6D-pose estimation from 2D shape for robotic grasping of objects. CoRR Marcell Wolnitza, Osman Kaya, Tomas Kulvicius, Florentin Wörgötter, Babette Dellen
2022	—	`conf`	6D pose estimation and 3D object reconstruction from 2D shape for robotic grasping of objects. IRC Marcell Wolnitza, Osman Kaya, Tomas Kulvicius, Florentin Wörgötter, Babette Dellen
2021	—	`conf`	Solving nonlinear classification and regression problems by wave interference with a single-layer complex-valued perceptron. SSCI Babette Dellen, Uwe Jaekel
2019	J	`jnl`	Feature selection of neural networks is skewed towards the less abstract cue. CoRR Marcell Wolnitza, Babette Dellen
2019	—	`conf`	Function and Pattern Extrapolation with Product-Unit Networks. ICCS (2) Babette Dellen, Uwe Jaekel, Marcell Wolnitza
2018	—	`conf`	A Real-Time Edge-Preserving Denoising Filter. VISIGRAPP (4: VISAPP) Simon Reich, Florentin Wörgötter, Babette Dellen
2017	J	`jnl`	Combining Semantic and Geometric Features for Object Class Segmentation of Indoor Scenes. IEEE Robotics Autom. Lett. Farzad Husain, Hannes Schulz, Babette Dellen, Carme Torras, Sven Behnke
2016	J	`jnl`	Action Recognition Based on Efficient Deep Feature Learning in the Spatio-Temporal Domain. IEEE Robotics Autom. Lett. Farzad Husain, Babette Dellen, Carme Torras
2015	J	`jnl`	Consistent Depth Video Segmentation Using Adaptive Surface Models. IEEE Trans. Cybern. Farzad Husain, Babette Dellen, Carme Torras
2015	J	`jnl`	Growth Signatures of Rosette Plants from Time-Lapse Video. IEEE ACM Trans. Comput. Biol. Bioinform. Babette Dellen, Hanno Scharr, Carme Torras
2015	J	`jnl`	Modeling leaf growth of rosette plants using infrared stereo image sequences. Comput. Electron. Agric. Eren Erdal Aksoy, Alexey Abramov, Florentin Wörgötter, Hanno Scharr, Andreas Fischbach, Babette Dellen
2014	A*	`conf`	Realtime tracking and grasping of a moving object from range video. ICRA Farzad Husain, Adria Colome, Babette Dellen, Guillem Alenyà, Carme Torras
2014	B	`conf`	Recognizing Point Clouds Using Conditional Random Fields. ICPR Farzad Husain, Babette Dellen, Carme Torras
2014	J	`jnl`	Robust surface tracking in range image sequences. Digit. Signal Process. Farzad Husain, Babette Dellen, Carme Torras
2013	—	`conf`	A Novel Real-time Edge-Preserving Smoothing Filter. VISAPP (1) Simon Reich, Alexey Abramov, Jeremie Papon, Florentin Wörgötter, Babette Dellen
2013	—	`conf`	Joint Segmentation and Tracking of Object Surfaces in Depth Movies along Human/Robot Manipulations. VISAPP (1) Babette Dellen, Farzad Husain, Carme Torras
2013	J	`jnl`	Local stimulus disambiguation with global motion filters predicts adaptive surround modulation. Neural Networks Babette Dellen, Carme Torras
2013	J	`jnl`	Robotized Plant Probing: Leaf Segmentation Utilizing Time-of-Flight Data. IEEE Robotics Autom. Mag. Guillem Alenyà, Babette Dellen, Sergi Foix, Carme Torras
2012	A	`conf`	Depth-supported real-time video segmentation with the Kinect. WACV Alexey Abramov, Karl Pauwels, Jeremie Papon, Florentin Wörgötter, Babette Dellen
2012	J	`jnl`	Real-Time Segmentation of Stereo Videos on a Portable System With a Mobile GPU. IEEE Trans. Circuits Syst. Video Technol. Alexey Abramov, Karl Pauwels, Jeremie Papon, Florentin Wörgötter, Babette Dellen
2011	A*	`conf`	3D modelling of leaves from color and ToF data for robotized plant measuring. ICRA Guillem Alenyà, Babette Dellen, Carme Torras
2011	J	`jnl`	A Local Algorithm for the Computation of Image Velocity via Constructive Interference of Global Fourier Components. Int. J. Comput. Vis. Babette Dellen, Florentin Wörgötter
2011	—	`conf`	Channel Coding for Joint Colour and Depth Segmentation. DAGM-Symposium Marcus Wallenberg, Michael Felsberg, Per-Erik Forssén, Babette Dellen
2011	—	`conf`	Execution of a dual-object (pushing) action with semantic event chains. Humanoids Eren Erdal Aksoy, Babette Dellen, Minija Tamosiunaite, Florentin Wörgötter
2011	J	`jnl`	Learning the semantics of object-action relations by observation. Int. J. Robotics Res. Eren Erdal Aksoy, Alexey Abramov, Johannes Dörr, KeJun Ning, Babette Dellen, Florentin Wörgötter
2011	A	`conf`	Segmenting color images into surface patches by exploiting sparse depth data. WACV Babette Dellen, Guillem Alenyà, Sergi Foix, Carme Torras
2010	A*	`conf`	Categorizing object-action relations from semantic scene graphs. ICRA Eren Erdal Aksoy, Alexey Abramov, Florentin Wörgötter, Babette Dellen
2010	J	`jnl`	Motion processing with wide-field neurons in the retino-tecto-rotundal pathway. J. Comput. Neurosci. Babette Dellen, Ralf Wessel, John W. Clark, Florentin Wörgötter
2010	—	`conf`	Real-Time Image Segmentation on a GPU. Facing the Multicore-Challenge Alexey Abramov, Tomas Kulvicius, Florentin Wörgötter, Babette Dellen
2009	—	`conf`	3D Object Reconstruction from Swissranger Sensor Data using a Spring-mass Model. VISAPP (2) Babette Dellen, Guillem Alenyà, Sergi Foix, Carme Torras
2009	A	`conf`	Disparity from Stereo-segment Silhouettes of Weakly-textured Images. BMVC Babette Dellen, Florentin Wörgötter
2009	J	`jnl`	Segment Tracking via a Spatiotemporal Linking Process including Feedback Stabilization in an n-D Lattice Model. Sensors Babette Dellen, Eren Erdal Aksoy, Florentin Wörgötter
2009	—	`conf`	Simulating Dynamical Systems for Early Vision. VISAPP (2) Babette Dellen, Florentin Wörgötter
2008	A	`conf`	A Local Algorithm for the Computation of Optic Flow via Constructive Interference of Global Fourier Components. BMVC Babette Dellen, Florentin Wörgötter