- Deep residual learning with product units
Ziyuan, Li; Jaekel, Uwe; Dellen, Babette - Semi-Supervised Anomaly Detection in Skin Lesion Images
Burgert, Alina; Dellen, Babette; Jaekel, Uwe et al. - Combining XAI and graph cuts for skin lesion segmentation
Dellen, Babette; Ziyuan, Li; Jaekel, Uwe - Classification of data with a qudit, a geometric approach
Mandilara, A.; Dellen, Babette; Jaekel, U. et al. - Data-Driven 3D Shape Completion with Product Units
Li, Ziyuan; Jaekel, Uwe; Dellen, Babette - Predicting nuclear masses with product-unit networks
Dellen, Babette; Jaekel, Uwe; Freitas, Paulo S.A. et al. - Learning the Dynamics of Concentration Fields in Vascular Stenosis with Deep Hidden Physics Models
Kador, Rebecca; Schneider, Helen; Biesner, David et al. - Symmetry classification with product-unit neural networks
Burgert, Alina; Dellen, Babette; Jaekel, Uwe - 6D pose estimation and 3D object reconstruction from 2D shape for robotic grasping of objects
Wolnitza, Marcell; Kaya, Osman; Kulvicius, Tomas et al. - Solving nonlinear classification and regression problems by wave interference with a single-layer complex-valued perceptron
Dellen, Babette; Jaekel, Uwe - Feature selection of neural networks is skewed towards the less abstract cue
Dellen, Babette; Wolnitza, Marcell - Function and Pattern Extrapolation with Product-Unit Networks
Dellen, Babette; Jaekel, Uwe; Wolnitza, Marcell - A Real-Time Edge-Preserving Denoising Filter
Reich, Simon; Wörgötter, Florentin; Dellen, Babette - Combining Semantic and Geometric Features for Object Class Segmentation of Indoor Scenes
Husain, Farzad; Schulz, Hannes; Dellen, Babette et al. - Scene Understanding Using Deep Learning
Husain, Farzad; Dellen, Babette; Torras, Carme - Action Recognition Based on Efficient Deep Feature Learning in the Spatio-Temporal Domain
Husain, Farzad; Dellen, Babette; Torras, Carme - Consistent Depth Video Segmentation Using Adaptive Surface Models
Husain, Farzad; Dellen, Babette; Torras, Carme - Growth Signatures of Rosette Plants from Time-Lapse Video
Dellen, Babette; Scharr, Hanno; Torras, Carme - Modeling leaf growth of rosette plants using infrared stereo image sequences
Aksoy, Eren Erdal; Abramov, Alexey; Wörgötter, Florentin et al. - Realtime tracking and grasping of a moving object from range video
Husain, Farzad; Colome, Adria; Dellen, Babette et al. - Recognizing Point Clouds Using Conditional Random Fields
Husain, Farzad; Dellen, Babette; Torras, Carme - Robust surface tracking in range image sequences
Husain, Farzad; Dellen, Babette; Torras, Carme - A Novel Real-Time Edge-Preserving Smoothing Filter
Reich, Simon; Abramov, Alexey; Papon, Jeremie et al. - Joint segmentation and tracking of object surfaces in depth movies along human/robot manipulations
Dellen, Babette; Husain, Farzad; Torras, Carme - Local stimulus disambiguation with global motion filters predicts adaptive surround modulation
Dellen, Babette; Torras, Carme - Robotized plant probing : Leaf segmentation utilizing Time-of-Flight data
Alenya, Guillem; Dellen, Babette; Foix, Sergi et al. - Depth-supported real-time video segmentation with the Kinect
Abramov, Alexey; Pauwels, Karl; Papon, Jeremie et al. - Real-time segmentation of stereo videos on a portable system with a mobile GPU
Abramov, Alexey; Pauwels, Karl; Papon, Jeremie et al. - Robotic Leaf Probing via Segmentation of Range Data Into Surface Patches
Alenya, Guillem; Dellen, Babette; Foix, Sergi et al. - 3D modelling of leaves from color and ToF data for robotized plant measuring
Alenya, Guillem; Dellen, Babette; Torras, Carme - A Local Algorithm for the Computation of Image Velocity via Constructive Interference of Global Fourier Components
Dellen, Babette; Wörgötter, Florentin - Channel Coding for Joint Colour and Depth Segmentation
Wallenberg, Markus; Felsberg, Michael; Forssén, Per-Erik et al. - Execution of a dual-object (pushing) action with semantic event chains
Aksoy, Eren Erdal; Dellen, Babette; Tamosiunaite, Minija et al. - Learning the semantics of object–action relations by observation
Aksoy, Eren; Abramov, Alexey; Dörr, Johannes et al. - Segmenting color images into surface patches by exploiting sparse depth data
Dellen, Babette; Alenyà Ribas, Guillem; Foix, Sergi et al. - 3D Semantic Representation of Actions from efficient stereo-image-sequence
segmentation on GPUs
Abramov, Alexey; Aksoy, Eren Erdal; Dörr, Johannes et al. - Categorizing object-action relations from semantic scene graphs
Aksoy, Eren; Abramov, Alexey; Wörgötter, Florentin et al. - Motion processing with wide-field neurons in the retino-tecto-rotundal pathway
Dellen, Babette; Wessel, Ralf; Clark, John W. et al. - Real-Time Image Segmentation on a GPU
Wörgötter, Florentin; Kulvicius, Tomas; Abramov, Alexey et al. - Contextual interactions in a generalized energy model of complex cells
Dellen, Babette; Clark, John W.; Wessel, Ralf - Disparity from stereo-segment silhouettes of weakly-textured images
Dellen, Babette; Wörgötter, Florentin - Segment Tracking via a Spatiotemporal Linking Process including Feedback Stabilization in an n-D Lattice Model
Dellen, Babette; Aksoy, Eren; Wörgötter, Florentin - A Local Algorithm for the Computation of Optic Flow via Constructive Interference of Global Fourier components
Dellen, Babette; Wörgötter, Florentin - The brain's view of the natural world in motion : computing structure from function using directional Fourier transformations
Dellen, Babette; Clark, John W.; Wessel, Ralf - Synchronization from disordered driving forces in arrays of coupled oscillators
Dellen, Babette; Brandt, Sebastian F.; Wessel, Ralf - [Ca2+] oscillations in a model of energy-dependent Ca2+ uptake by the endoplasmic reticulum
Dellen, Babette; Barber, Michael; Ristig, Manfred et al. - Computing relative motion with complex cells
Dellen, Babette; Clark, John W.; Wessel, Ralf - Motion-contrast computation without directionally selective motion sensors
Dellen, Babette; Clark, John W.; Wessel, Ralf - Noise-Induced Signal Enhancement in Heterogeneous Neural Networks
Barber, Michael J.; Dellen, Babette - Calcium Oscillations in Living Cells
Dellen, Babette; Barber, Michael; Ristig, Manfred