Danica Kragic

Orcid: 0000-0003-2965-2953

Affiliations:
  • Royal Institute of Technology (KTH), Sweden


According to our database1, Danica Kragic authored at least 368 papers between 1999 and 2024.

Collaborative distances:

Awards

IEEE Fellow

IEEE Fellow 2016, "For contributions to vision-based systems and robotic object manipulation".

Timeline

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Bibliography

2024
CAPGrasp: An $\mathbb {R}^{3}\times \text{SO(2)-Equivariant}$ Continuous Approach-Constrained Generative Grasp Sampler.
IEEE Robotics Autom. Lett., 2024

Will You Participate? Exploring the Potential of Robotics Competitions on Human-centric Topics.
CoRR, 2024

Visual Action Planning with Multiple Heterogeneous Agents.
CoRR, 2024

Low-Cost Teleoperation with Haptic Feedback through Vision-based Tactile Sensors for Rigid and Soft Object Manipulation.
CoRR, 2024

A Robotic Skill Learning System Built Upon Diffusion Policies and Foundation Models.
CoRR, 2024

LM2D: Lyrics- and Music-Driven Dance Synthesis.
CoRR, 2024

AdaFold: Adapting Folding Trajectories of Cloths via Feedback-loop Manipulation.
CoRR, 2024

Mind Meets Robots: A Review of EEG-Based Brain-Robot Interaction Systems.
CoRR, 2024

Interactive Perception for Deformable Object Manipulation.
CoRR, 2024

Standardization of Cloth Objects and its Relevance in Robotic Manipulation.
CoRR, 2024

Goal-Conditioned Offline Reinforcement Learning via Metric Learning.
CoRR, 2024

The Essential Role of Causality in Foundation World Models for Embodied AI.
CoRR, 2024

DexDiffuser: Generating Dexterous Grasps with Diffusion Models.
CoRR, 2024

Scalable Motion Style Transfer with Constrained Diffusion Generation.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
SpaTiaL: monitoring and planning of robotic tasks using spatio-temporal logic specifications.
Auton. Robots, December, 2023

Deep Learning Approaches to Grasp Synthesis: A Review.
IEEE Trans. Robotics, October, 2023

Safe Data-Driven Model Predictive Control of Systems With Complex Dynamics.
IEEE Trans. Robotics, August, 2023

Multimodal dance style transfer.
Mach. Vis. Appl., July, 2023

InvMap and Witness Simplicial Variational Auto-Encoders.
Mach. Learn. Knowl. Extr., March, 2023

Enabling Visual Action Planning for Object Manipulation Through Latent Space Roadmap.
IEEE Trans. Robotics, February, 2023

Harmonics of Learning: Universal Fourier Features Emerge in Invariant Networks.
CoRR, 2023

Transfer Learning in Robotics: An Upcoming Breakthrough? A Review of Promises and Challenges.
CoRR, 2023

Music- and Lyrics-driven Dance Synthesis.
CoRR, 2023

Ensemble Latent Space Roadmap for Improved Robustness in Visual Action Planning.
CoRR, 2023

Equivariant Representations for Non-Free Group Actions.
CoRR, 2023

Dance Style Transfer with Cross-modal Transformer.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

PG-3DVTON: Pose-Guided 3D Virtual Try-on Network.
Proceedings of the 18th International Joint Conference on Computer Vision, 2023

Controllable Motion Synthesis and Reconstruction with Autoregressive Diffusion Models.
Proceedings of the 32nd IEEE International Conference on Robot and Human Interactive Communication, 2023

Detecting the Intention of Object Handover in Human-Robot Collaborations: An EEG Study.
Proceedings of the 32nd IEEE International Conference on Robot and Human Interactive Communication, 2023

Equivariant Representation Learning in the Presence of Stabilizers.
Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023

Learning Geometric Representations of Objects via Interaction.
Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023

Generating Scenarios from High-Level Specifications for Object Rearrangement Tasks.
IROS, 2023

Elastic Context: Encoding Elasticity for Data-driven Models of Textiles Elastic Context: Encoding Elasticity for Data-driven Models of Textiles.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

EDO-Net: Learning Elastic Properties of Deformable Objects from Graph Dynamics.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

GoNet: An Approach-Constrained Generative Grasp Sampling Network.
Proceedings of the 22nd IEEE-RAS International Conference on Humanoid Robots, 2023

A Virtual Reality Framework for Human-Robot Collaboration in Cloth Folding.
Proceedings of the 22nd IEEE-RAS International Conference on Humanoid Robots, 2023

Mental Face Image Retrieval Based on a Closed-Loop Brain-Computer Interface.
Proceedings of the Augmented Cognition, 2023

Enabling Robot Manipulation of Soft and Rigid Objects with Vision-based Tactile Sensors.
Proceedings of the 19th IEEE International Conference on Automation Science and Engineering, 2023

TD-GEM: Text-Driven Garment Editing Mapper.
Proceedings of the 34th British Machine Vision Conference 2023, 2023

Equivariant Representation Learning via Class-Pose Decomposition.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

An Efficient and Continuous Voronoi Density Estimator.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022
Co-adaptive Human-Robot Cooperation: Summary and Challenges.
Unmanned Syst., 2022

In Memoriam: Jan-Olof Eklundh.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Training and Evaluation of Deep Policies Using Reinforcement Learning and Generative Models.
J. Mach. Learn. Res., 2022

Elastic Context: Encoding Elasticity for Data-driven Models of Textiles.
CoRR, 2022

Digraphwave: Scalable Extraction of Structural Node Embeddings via Diffusion on Directed Graphs.
CoRR, 2022

On the Subspace Structure of Gradient-Based Meta-Learning.
CoRR, 2022

Delaunay Component Analysis for Evaluation of Data Representations.
CoRR, 2022

GraphDCA - a Framework for Node Distribution Comparison in Real and Synthetic Graphs.
CoRR, 2022

GMC - Geometric Multimodal Contrastive Representation Learning.
CoRR, 2022

Voronoi density estimator for high-dimensional data: Computation, compactification and convergence.
Proceedings of the Uncertainty in Artificial Intelligence, 2022

Embedding Koopman Optimal Control in Robot Policy Learning.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

Consensus-based Normalizing-Flow Control: A Case Study in Learning Dual-Arm Coordination.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

Back to the Manifold: Recovering from Out-of-Distribution States.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

Augment-Connect-Explore: a Paradigm for Visual Action Planning with Data Scarcity.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

Comparing Reconstruction- and Contrastive-based Models for Visual Task Planning.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

Geometric Multimodal Contrastive Representation Learning.
Proceedings of the International Conference on Machine Learning, 2022

Active Nearest Neighbor Regression Through Delaunay Refinement.
Proceedings of the International Conference on Machine Learning, 2022

Delaunay Component Analysis for Evaluation of Data Representations.
Proceedings of the Tenth International Conference on Learning Representations, 2022

Improving EEG-based Motor Execution Classification for Robot Control.
Proceedings of the Social Computing and Social Media: Design, User Experience and Impact, 2022

2021
Modeling, learning, perception, and control methods for deformable object manipulation.
Sci. Robotics, 2021

Effective and natural human-robot interaction requires multidisciplinary research.
Sci. Robotics, 2021

Learning Deep Energy Shaping Policies for Stability-Guaranteed Manipulation.
IEEE Robotics Autom. Lett., 2021

Stability-Guaranteed Reinforcement Learning for Contact-Rich Manipulation.
IEEE Robotics Autom. Lett., 2021

Human-Centered Collaborative Robots With Deep Reinforcement Learning.
IEEE Robotics Autom. Lett., 2021

Free space of rigid objects: caging, path non-existence, and narrow passage detection.
Int. J. Robotics Res., 2021

Coordinating With a Robot Partner Affects Neural Processing Related to Action Monitoring.
Frontiers Neurorobotics, 2021

Batch Curation for Unsupervised Contrastive Representation Learning.
CoRR, 2021

Learning Deep Neural Policies with Stability Guarantees.
CoRR, 2021

Enabling Visual Action Planning for Object Manipulation through Latent Space Roadmap.
CoRR, 2021

Partial caging: a clearance-based definition, datasets, and deep learning.
Auton. Robots, 2021

Herding by caging: a formation-based motion planning framework for guiding mobile agents.
Auton. Robots, 2021

Graph-based Normalizing Flow for Human Motion Generation and Reconstruction.
Proceedings of the 30th IEEE International Conference on Robot & Human Interactive Communication, 2021

Learning Task Constraints in Visual-Action Planning from Demonstrations.
Proceedings of the 30th IEEE International Conference on Robot & Human Interactive Communication, 2021

Dynamic Environments with Deformable Objects.
Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

Sequential Topological Representations for Predictive Models of Deformable Objects.
Proceedings of the 3rd Annual Conference on Learning for Dynamics and Control, 2021

Graph-based Task-specific Prediction Models for Interactions between Deformable and Rigid Objects.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

Textile Taxonomy and Classification Using Pulling and Twisting.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

Bayesian Meta-Learning for Few-Shot Policy Adaptation Across Robotic Platforms.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

Interpretability in Contact-Rich Manipulation via Kinodynamic Images.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Learning Stable Normalizing-Flow Control for Robotic Manipulation.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

GeomCA: Geometric Evaluation of Data Representations.
Proceedings of the 38th International Conference on Machine Learning, 2021

Learning Coarsened Dynamic Graph Representations for Deformable Object Manipulation.
Proceedings of the 20th International Conference on Advanced Robotics, 2021

When to Terminate: Path Non-existence Verification Improves Sampling-based Motion Planning.
Proceedings of the 20th International Conference on Advanced Robotics, 2021

Safe Data-Driven Contact-Rich Manipulation.
Proceedings of the 20th IEEE-RAS International Conference on Humanoid Robots, 2021

Modelling and Learning Dynamics for Robotic Food-Cutting.
Proceedings of the 17th IEEE International Conference on Automation Science and Engineering, 2021

2020
Combating COVID-19 - The role of robotics in managing public health and infectious diseases.
Sci. Robotics, 2020

Learning Task-Oriented Grasping From Human Activity Datasets.
IEEE Robotics Autom. Lett., 2020

Data-Efficient Model Learning and Prediction for Contact-Rich Manipulation Tasks.
IEEE Robotics Autom. Lett., 2020

Benchmarking Bimanual Cloth Manipulation.
IEEE Robotics Autom. Lett., 2020

Benchmarking In-Hand Manipulation.
IEEE Robotics Autom. Lett., 2020

A Robotics-Inspired Screening Algorithm for Molecular Caging Prediction.
J. Chem. Inf. Model., 2020

Imitating by Generating: Deep Generative Models for Imitation of Interactive Tasks.
Frontiers Robotics AI, 2020

Modeling of Deformable Objects for Robotic Manipulation: A Tutorial and Review.
Frontiers Robotics AI, 2020

Data-efficient visuomotor policy training using reinforcement learning and generative models.
CoRR, 2020

Analytic Manifold Learning: Unifying and Evaluating Representations for Continuous Control.
CoRR, 2020

The effect of Target Normalization and Momentum on Dying ReLU.
CoRR, 2020

Multi-Object Rearrangement with Monte Carlo Tree Search: A Case Study on Planar Nonprehensile Sorting.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

Latent Space Roadmap for Visual Action Planning of Deformable and Rigid Object Manipulation.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

Variational Auto-Regularized Alignment for Sim-to-Real Control.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

In-Hand Manipulation of Objects with Unknown Shapes.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

Discrete Bimanual Manipulation for Wrench Balancing.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

Fashion Landmark Detection and Category Classification for Robotics.
Proceedings of the 2020 IEEE International Conference on Autonomous Robot Systems and Competitions, 2020

2019
Perching and resting - A paradigm for UAV maneuvering with modularized landing gears.
Sci. Robotics, 2019

End-to-end nonprehensile rearrangement with deep reinforcement learning and simulation-to-reality transfer.
Robotics Auton. Syst., 2019

Probabilistic Model Learning and Long-term Prediction for Contact-rich Manipulation Tasks.
CoRR, 2019

Fast Adaptation with Meta-Reinforcement Learning for Trust Modelling in Human-Robot Interaction.
CoRR, 2019

Dual-Arm In-Hand Manipulation and Regrasping Using Dexterous Manipulation Graphs.
CoRR, 2019

Data-Driven Model Predictive Control for Food-Cutting.
CoRR, 2019

Invariant Feature Mappings for Generalizing Affordance Understanding Using Regularized Metric Learning.
CoRR, 2019

Learning Manipulation States and Actions for Efficient Non-prehensile Rearrangement Planning.
CoRR, 2019

From Visual Understanding to Complex Object Manipulation.
Annu. Rev. Control. Robotics Auton. Syst., 2019

Robust Motion Planning for Non-holonomic Robots with Planar Geometric Constraints.
Proceedings of the Robotics Research, 2019

Partial Caging: A Clearance-Based Definition and Deep Learning.
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019

Learning to Estimate Pose and Shape of Hand-Held Objects from RGB Images.
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019

Object Placement Planning and optimization for Robot Manipulators.
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019

Fast Adaptation with Meta-Reinforcement Learning for Trust Modelling in Human-Robot Interaction.
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019

Long-term Prediction of Motion Trajectories Using Path Homology Clusters.
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019

Reinforcement Learning in Topology-based Representation for Human Body Movement with Whole Arm Manipulation.
Proceedings of the International Conference on Robotics and Automation, 2019

VPE: Variational Policy Embedding for Transfer Reinforcement Learning.
Proceedings of the International Conference on Robotics and Automation, 2019

Data-Driven Model Predictive Control for the Contact-Rich Task of Food Cutting.
Proceedings of the 19th IEEE-RAS International Conference on Humanoid Robots, 2019

Placing Objects with prior In-Hand Manipulation using Dexterous Manipulation Graphs.
Proceedings of the 19th IEEE-RAS International Conference on Humanoid Robots, 2019

Dual-Arm In-Hand Manipulation Using Visual Feedback.
Proceedings of the 19th IEEE-RAS International Conference on Humanoid Robots, 2019

Exploring Temporal Dependencies in Multimodal Referring Expressions with Mixed Reality.
Proceedings of the Virtual, Augmented and Mixed Reality. Applications and Case Studies, 2019

Modeling assumptions and evaluation schemes: On the assessment of deep latent variable models.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Predicting the What and How - a Probabilistic Semi-Supervised Approach to Multi-Task Human Activity Modeling.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Bayesian Optimization in Variational Latent Spaces with Dynamic Compression.
Proceedings of the 3rd Annual Conference on Robot Learning, 2019

2018
Social robotics - Trust, learning, and social interaction.
Sci. Robotics, 2018

An algorithm for calculating top-dimensional bounding chains.
PeerJ Comput. Sci., 2018

Classify, predict, detect, anticipate and synthesize: Hierarchical recurrent latent variable models for human activity modeling.
CoRR, 2018

Detect, anticipate and generate: Semi-supervised recurrent latent variable models for human activity modeling.
CoRR, 2018

A Comparison of Visualisation Methods for Disambiguating Verbal Requests in Human-Robot Interaction.
Proceedings of the 27th IEEE International Symposium on Robot and Human Interactive Communication, 2018

Dexterous Manipulation Graphs.
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

Interactive, Collaborative Robots: Challenges and Opportunities.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Rearrangement with Nonprehensile Manipulation Using Deep Reinforcement Learning.
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018

Path Clustering with Homology Area.
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018

Anticipating Many Futures: Online Human Motion Prediction and Generation for Human-Robot Interaction.
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018

Evaluating the Quality of Non-Prehensile Balancing Grasps.
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018

Global Search with Bernoulli Alternation Kernel for Task-oriented Grasping Informed by Simulation.
Proceedings of the 2nd Annual Conference on Robot Learning, 2018

2017
Interactive Perception: Leveraging Action in Perception and Perception in Action.
IEEE Trans. Robotics, 2017

A Framework for Optimal Grasp Contact Planning.
IEEE Robotics Autom. Lett., 2017

A Decomposition-Based Approach to Reasoning about Free Space Path-Connectivity for Rigid Objects in 2D.
CoRR, 2017

Anticipating many futures: Online human motion prediction and synthesis for human-robot collaboration.
CoRR, 2017

Human-Robot Collaboration: From Psychology to Social Robotics.
CoRR, 2017

Reinforcement Learning for Pivoting Task.
CoRR, 2017

Herding by Caging: a Topological Approach towards Guiding Moving Agents via Mobile Robots.
Proceedings of the Robotics: Science and Systems XIII, 2017

Caging and Path Non-existence: A Deterministic Sampling-Based Verification Algorithm.
Proceedings of the Robotics Research, The 18th International Symposium, 2017

Estimating deformability of objects using meshless shape matching.
Proceedings of the 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2017

Deep predictive policy training using reinforcement learning.
Proceedings of the 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2017

Integrating motion and hierarchical fingertip grasp planning.
Proceedings of the 2017 IEEE International Conference on Robotics and Automation, 2017

Collaborative robots: from action and interaction to collaboration (keynote).
Proceedings of the 19th ACM International Conference on Multimodal Interaction, 2017

Affordance detection for task-specific grasping using deep learning.
Proceedings of the 17th IEEE-RAS International Conference on Humanoid Robotics, 2017

Estimating tactile data for adaptive grasping of novel objects.
Proceedings of the 17th IEEE-RAS International Conference on Humanoid Robotics, 2017

Acting, Interacting, Collaborative Robots.
Proceedings of the 2017 ACM/IEEE International Conference on Human-Robot Interaction, 2017

Deep Representation Learning for Human Motion Prediction and Classification.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016
3-D Vision for Navigation and Grasping.
Proceedings of the Springer Handbook of Robotics, 2016

Caging Grasps of Rigid and Partially Deformable 3-D Objects With Double Fork and Neck Features.
IEEE Trans. Robotics, 2016

An Adaptive Control Approach for Opening Doors and Drawers Under Uncertainties.
IEEE Trans. Robotics, 2016

Hierarchical Fingertip Space: A Unified Framework for Grasp Planning and In-Hand Grasp Adaptation.
IEEE Trans. Robotics, 2016

The GRASP Taxonomy of Human Grasp Types.
IEEE Trans. Hum. Mach. Syst., 2016

A Sensorimotor Learning Framework for Object Categorization.
IEEE Trans. Cogn. Dev. Syst., 2016

Dexterous grasping under shape uncertainty.
Robotics Auton. Syst., 2016

IEEE ICRA 2016 in Stockholm [Society News].
IEEE Robotics Autom. Mag., 2016

CapriDB - Capture, Print, Innovate: A Low-Cost Pipeline and Database for Reproducible Manipulation Research.
CoRR, 2016

Feature Descriptors for Tracking by Detection: a Benchmark.
CoRR, 2016

Large-scale supervised learning of the grasp robustness of surface patch pairs.
Proceedings of the 2016 IEEE International Conference on Simulation, 2016

A sensorimotor reinforcement learning framework for physical Human-Robot Interaction.
Proceedings of the 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2016

Active exploration using Gaussian Random Fields and Gaussian Process Implicit Surfaces.
Proceedings of the 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2016

High-dimensional Winding-Augmented Motion Planning with 2D topological task projections and persistent homology.
Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016

Topological trajectory clustering with relative persistent homology.
Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016

Robust tracking of unknown objects through adaptive size estimation and appearance learning.
Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016

Integrated on-line robot-camera calibration and object pose estimation.
Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016

On the evolution of fingertip grasping manifolds.
Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016

Self-learning and adaptation in a sensorimotor framework.
Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016

Probabilistic consolidation of grasp experience.
Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016

Adaptive control for pivoting with visual and tactile feedback.
Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016

Analytic grasp success prediction with tactile feedback.
Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016

Active perception and modeling of deformable surfaces using Gaussian processes and position-based dynamics.
Proceedings of the 16th IEEE-RAS International Conference on Humanoid Robots, 2016

Social Affordance Tracking over Time - A Sensorimotor Account of False-Belief Tasks.
Proceedings of the 38th Annual Meeting of the Cognitive Science Society, 2016

2015
Task-Based Robot Grasp Planning Using Probabilistic Inference.
IEEE Trans. Robotics, 2015

Cohomological learning of periodic motion.
Appl. Algebra Eng. Commun. Comput., 2015

Data-Driven Topological Motion Planning with Persistent Cohomology.
Proceedings of the Robotics: Science and Systems XI, Sapienza University of Rome, 2015

Learning Predictive State Representations for planning.
Proceedings of the 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2015

SimTrack: A simulation-based framework for scalable real-time object pose detection and tracking.
Proceedings of the 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2015

In-hand manipulation using gravity and controlled slip.
Proceedings of the 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2015

Learning Human Priors for Task-Constrained Grasping.
Proceedings of the Computer Vision Systems - 10th International Conference, 2015

Learning Predictive State Representation for in-hand manipulation.
Proceedings of the IEEE International Conference on Robotics and Automation, 2015

Learning the tactile signatures of prototypical object parts for robust part-based grasping of novel objects.
Proceedings of the IEEE International Conference on Robotics and Automation, 2015

Estimating the deformability of elastic materials using optical flow and position-based dynamics.
Proceedings of the 15th IEEE-RAS International Conference on Humanoid Robots, 2015

A hybrid control approach to task priority based mobile manipulation.
Proceedings of the 54th IEEE Conference on Decision and Control, 2015

Multi-armed bandit models for 2D grasp planning with uncertainty.
Proceedings of the IEEE International Conference on Automation Science and Engineering, 2015

2014
Data-Driven Grasp Synthesis - A Survey.
IEEE Trans. Robotics, 2014

Design of a flexible tactile sensor for classification of rigid and deformable objects.
Robotics Auton. Syst., 2014

Detecting, segmenting and tracking unknown objects using multi-label MRF inference.
Comput. Vis. Image Underst., 2014

Learning object, grasping and manipulation activities using hierarchical HMMs.
Auton. Robots, 2014

Mapping human intentions to robot motions via physical interaction through a jointly-held object.
Proceedings of the 23rd IEEE International Symposium on Robot and Human Interactive Communication, 2014

Maximally satisfying LTL action planning.
Proceedings of the 2014 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2014

Learning of grasp adaptation through experience and tactile sensing.
Proceedings of the 2014 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2014

Hierarchical Fingertip Space for multi-fingered precision grasping.
Proceedings of the 2014 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2014

What's in the container? Classifying object contents from vision and touch.
Proceedings of the 2014 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2014

Grasp moduli spaces and spherical harmonics.
Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014

ST-HMP: Unsupervised Spatio-Temporal feature learning for tactile data.
Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014

Online contact point estimation for uncalibrated tool use.
Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014

Representations for cross-task, cross-object grasp transfer.
Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014

Combinatorial optimization for hierarchical contact-level grasping.
Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014

Theta-Disparity: An Efficient Representation of the 3D Scene Structure.
Proceedings of the Intelligent Autonomous Systems 13, 2014

Cooperative grasping through topological object representation.
Proceedings of the 14th IEEE-RAS International Conference on Humanoid Robots, 2014

2013
Extracting Postural Synergies for Robotic Grasping.
IEEE Trans. Robotics, 2013

A Metric for Comparing the Anthropomorphic Motion Capability of Artificial Hands.
IEEE Trans. Robotics, 2013

Non-parametric hand pose estimation with object context.
Image Vis. Comput., 2013

Robot Visions, Robot Vision.
Proceedings of the Twelfth Scandinavian Conference on Artificial Intelligence, 2013

Grasp Moduli Spaces.
Proceedings of the Robotics: Science and Systems IX, Technische Universität Berlin, Berlin, Germany, June 24, 2013

Caging complex objects with geodesic balls.
Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013

Integrated motion and clasp planning with virtual linking.
Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013

Classical grasp quality evaluation: New algorithms and theory.
Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013

Extracting essential local object characteristics for 3D object categorization.
Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013

Online kinematics estimation for active human-robot manipulation of jointly held objects.
Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013

Interactive object classification using sensorimotor contingencies.
Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013

Friction coefficients and grasp synthesis.
Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013

Enhancing visual perception of shape through tactile glances.
Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013

Predicting human intention in visual observations of hand/object interactions.
Proceedings of the 2013 IEEE International Conference on Robotics and Automation, 2013

Grasping objects with holes: A topological approach.
Proceedings of the 2013 IEEE International Conference on Robotics and Automation, 2013

Language for learning complex human-object interactions.
Proceedings of the 2013 IEEE International Conference on Robotics and Automation, 2013

Model-free robot manipulation of doors and drawers by means of fixed-grasps.
Proceedings of the 2013 IEEE International Conference on Robotics and Automation, 2013

Sparse summarization of robotic grasping data.
Proceedings of the 2013 IEEE International Conference on Robotics and Automation, 2013

Learning a dictionary of prototypical grasp-predicting parts from grasping experience.
Proceedings of the 2013 IEEE International Conference on Robotics and Automation, 2013

A probabilistic framework for task-oriented grasp stability assessment.
Proceedings of the 2013 IEEE International Conference on Robotics and Automation, 2013

The Path Kernel: A Novel Kernel for Sequential Data.
Proceedings of the Pattern Recognition Applications and Methods - International Conference, 2013

The Path Kernel.
Proceedings of the ICPRAM 2013, 2013

Predicting slippage and learning manipulation affordances through Gaussian Process regression.
Proceedings of the 13th IEEE-RAS International Conference on Humanoid Robots, 2013

2012
Dual arm manipulation - A survey.
Robotics Auton. Syst., 2012

VisGraB: A benchmark for vision-based grasping.
Paladyn J. Behav. Robotics, 2012

Special Issue on Robotic Vision.
Int. J. Robotics Res., 2012

Enabling grasping of unknown objects through a synergistic use of edge and surface information.
Int. J. Robotics Res., 2012

A Multi Objective Control Approach to Online Dual Arm Manipulation.
Proceedings of the 10th IFAC Symposium on Robot Control, SyRoCo 2012, Dubrovnik, Croatia, 2012

Adaptive Force/Velocity Control for Opening Unknown Doors.
Proceedings of the 10th IFAC Symposium on Robot Control, SyRoCo 2012, Dubrovnik, Croatia, 2012

Task-Based Grasp Adaptation on a Humanoid Robot.
Proceedings of the 10th IFAC Symposium on Robot Control, SyRoCo 2012, Dubrovnik, Croatia, 2012

Learning and Adaptation of Sensorimotor Contingencies: Prism-Adaptation, a Case Study.
Proceedings of the From Animals to Animats 12, 2012

Persistent Homology for Learning Densities with Bounded Support.
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

Learning and recognition of objects inspired by early cognition.
Proceedings of the 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2012

YES - YEt another object segmentation: Exploiting camera movement.
Proceedings of the 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2012

Improving generalization for 3D object categorization with Global Structure Histograms.
Proceedings of the 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2012

Distributed cooperative object attitude manipulation.
Proceedings of the IEEE International Conference on Robotics and Automation, 2012

From object categories to grasp transfer using probabilistic reasoning.
Proceedings of the IEEE International Conference on Robotics and Automation, 2012

Generalizing grasps across partly similar objects.
Proceedings of the IEEE International Conference on Robotics and Automation, 2012

On-line learning of temporal state models for flexible objects.
Proceedings of the 12th IEEE-RAS International Conference on Humanoid Robots (Humanoids 2012), Osaka, Japan, November 29, 2012

Multi-agent average consensus control with prescribed performance guarantees.
Proceedings of the 51th IEEE Conference on Decision and Control, 2012

2011
Assessing Grasp Stability Based on Learning and Haptic Data.
IEEE Trans. Robotics, 2011

Computer and Robot Vision [TC Spotlight].
IEEE Robotics Autom. Mag., 2011

Tracking rigid objects using integration of model-based and model-free cues.
Mach. Vis. Appl., 2011

Visual object-action recognition: Inferring object affordances from human demonstration.
Comput. Vis. Image Underst., 2011

Primitive-Based Action Representation and Recognition.
Adv. Robotics, 2011

The Importance of Structure.
Proceedings of the Robotics Research, 2011

Embodiment-specific representation of robot grasping using graphical models and latent-space discretization.
Proceedings of the 2011 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2011

Grasping unknown objects using an Early Cognitive Vision system for general scene understanding.
Proceedings of the 2011 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2011

Representing actions with Kernels.
Proceedings of the 2011 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2011

Enhanced visual scene understanding through human-robot dialog.
Proceedings of the 2011 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2011

Generating object hypotheses in natural scenes through human-robot interaction.
Proceedings of the 2011 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2011

Learning tactile characterizations of object- and pose-specific grasps.
Proceedings of the 2011 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2011

Scene Understanding through Autonomous Interactive Perception.
Proceedings of the Computer Vision Systems - 8th International Conference, 2011

Multivariate discretization for Bayesian Network structure learning in robot grasping.
Proceedings of the IEEE International Conference on Robotics and Automation, 2011

Fast and bottom-up object detection, segmentation, and evaluation using Gestalt principles.
Proceedings of the IEEE International Conference on Robotics and Automation, 2011

Mind the gap - robotic grasping under incomplete observation.
Proceedings of the IEEE International Conference on Robotics and Automation, 2011

Integrating grasp planning with online stability assessment using tactile sensing.
Proceedings of the IEEE International Conference on Robotics and Automation, 2011

Classification of rigid and deformable objects using a novel tactile sensor.
Proceedings of the 15th International Conference on Advanced Robotics: New Boundaries for Robotics, 2011

Learning Action Primitives.
Proceedings of the Visual Analysis of Humans - Looking at People., 2011

2010
A strategy for grasping unknown objects based on co-planarity and colour information.
Robotics Auton. Syst., 2010

Learning grasping points with shape context.
Robotics Auton. Syst., 2010

Learning Actions from Observations.
IEEE Robotics Autom. Mag., 2010

An Active Vision System for Detecting, Fixating and Manipulating Objects in the Real World.
Int. J. Robotics Res., 2010

Learning grasp stability based on tactile data and HMMs.
Proceedings of the 19th IEEE International Conference on Robot and Human Interactive Communication, 2010

Learning task constraints for robot grasping using graphical models.
Proceedings of the 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2010

Spatio-temporal modeling of grasping actions.
Proceedings of the 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2010

Representations for object grasping and learning from experience.
Proceedings of the 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2010

Attention-based active 3D point cloud segmentation.
Proceedings of the 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2010

Strategies for multi-modal scene exploration.
Proceedings of the 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2010

Hands in action: real-time 3D reconstruction of hands in interaction with objects.
Proceedings of the IEEE International Conference on Robotics and Automation, 2010

Active 3D scene segmentation and detection of unknown objects.
Proceedings of the IEEE International Conference on Robotics and Automation, 2010

Using Symmetry to Select Fixation Points for Segmentation.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Unsupervised learning of action primitives.
Proceedings of the 10th IEEE-RAS International Conference on Humanoid Robots, 2010

Evaluation of feature representation and machine learning methods in grasp stability learning.
Proceedings of the 10th IEEE-RAS International Conference on Humanoid Robots, 2010

Fast and Automatic Detection and Segmentation of unknown objects.
Proceedings of the 10th IEEE-RAS International Conference on Humanoid Robots, 2010

Task modeling in imitation learning using latent variable models.
Proceedings of the 10th IEEE-RAS International Conference on Humanoid Robots, 2010

Tracking people interacting with objects.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Active 3D Segmentation through Fixation of Previously Unseen Objects.
Proceedings of the British Machine Vision Conference, 2010

Enhanced Visual Scene Understanding through Human-Robot Dialog.
Proceedings of the Dialog with Robots, 2010

2009
Contour reconstruction using recursive smoothing splines - Algorithms and experimental validation.
Robotics Auton. Syst., 2009

Demonstration-based learning and control for automatic grasping.
Intell. Serv. Robotics, 2009

Erratum: "Birth of the Object: Detection of Objectness and Extraction of Object Shape through Object-Action complexes".
Int. J. Humanoid Robotics, 2009

Towards Grasp-Oriented Visual Perception for Humanoid Robots.
Int. J. Humanoid Robotics, 2009

Vision for Robotics.
Found. Trends Robotics, 2009

Object Search and Localization for an Indoor Mobile Robot.
J. Comput. Inf. Technol., 2009

Learning of 2D grasping strategies from box-based 3D object approximations.
Proceedings of the Robotics: Science and Systems V, University of Washington, Seattle, USA, June 28, 2009

Integration of Visual Cues for Robotic Grasping.
Proceedings of the Computer Vision Systems, 2009

Real life grasping using an under-actuated robot hand - Simulation and experiments.
Proceedings of the 14th International Conference on Advanced Robotics, 2009

Grasping known objects with humanoid robots: A box-based approach.
Proceedings of the 14th International Conference on Advanced Robotics, 2009

Grasping familiar objects using shape context.
Proceedings of the 14th International Conference on Advanced Robotics, 2009

Learning grasping affordance using probabilistic and ontological approaches.
Proceedings of the 14th International Conference on Advanced Robotics, 2009

Modeling and evaluation of human-to-robot mapping of grasps.
Proceedings of the 14th International Conference on Advanced Robotics, 2009

Monocular real-time 3D articulated hand pose estimation.
Proceedings of the 9th IEEE-RAS International Conference on Humanoid Robots, 2009

Grasp recognition and mapping on humanoid robots.
Proceedings of the 9th IEEE-RAS International Conference on Humanoid Robots, 2009

09421 Abstracts Collection - From Form to Function.
Proceedings of the From Form to Function, 18.10. - 23.10.2009, 2009

2008
Switching visual control based on epipoles for mobile robots.
Robotics Auton. Syst., 2008

Motion intention recognition in robot assisted applications.
Robotics Auton. Syst., 2008

Birth of the Object: Detection of Objectness and Extraction of Object Shape through Object-Action complexes.
Int. J. Humanoid Robotics, 2008

Visual recognition of grasps for human-to-robot mapping.
Proceedings of the 2008 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2008

Selection of robot pre-grasps using box-based shape approximation.
Proceedings of the 2008 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2008

Integration of Visual and Shape Attributes for Object Action Complexes.
Proceedings of the Computer Vision Systems, 6th International Conference, 2008

Dynamic time warping for binocular hand tracking and reconstruction.
Proceedings of the 2008 IEEE International Conference on Robotics and Automation, 2008

Modeling and recognition of actions through motor primitives.
Proceedings of the 2008 IEEE International Conference on Robotics and Automation, 2008

Minimum volume bounding box decomposition for shape approximation in robot grasping.
Proceedings of the 2008 IEEE International Conference on Robotics and Automation, 2008

Simultaneous Visual Recognition of Manipulation Actions and Manipulated Objects.
Proceedings of the Computer Vision, 2008

2007
Object detection and mapping for service robot tasks.
Robotica, 2007

Action recognition and understanding through motor primitives.
Adv. Robotics, 2007

The meaning of action: a review on action recognition and mapping.
Adv. Robotics, 2007

Learning and Recognition of Object Manipulation Actions Using Linear and Nonlinear Dimensionality Reduction.
Proceedings of the IEEE RO-MAN 2007, 2007

Action Recognition and Understanding using Motor Primitives.
Proceedings of the IEEE RO-MAN 2007, 2007

Contour reconstruction using recursive smoothing splines - experimental validation.
Proceedings of the 2007 IEEE/RSJ International Conference on Intelligent Robots and Systems, October 29, 2007

Learning and Evaluation of the Approach Vector for Automatic Grasp Generation and Planning.
Proceedings of the 2007 IEEE International Conference on Robotics and Automation, 2007

2006
Online task recognition and real-time adaptive assistance for computer-aided machine control.
IEEE Trans. Robotics, 2006

Measurement errors in visual servoing.
Robotics Auton. Syst., 2006

Augmenting SLAM with Object Detection in a Service Robot Framework.
Proceedings of the 15th IEEE International Symposium on Robot and Human Interactive Communication, 2006

Learning Task Models from Multiple Human Demonstrations.
Proceedings of the 15th IEEE International Symposium on Robot and Human Interactive Communication, 2006

Task Learning Using Graphical Programming and Human Demonstrations.
Proceedings of the 15th IEEE International Symposium on Robot and Human Interactive Communication, 2006

Integration of Tracking and Adaptive Gaussian Mixture Models for Posture Recognition.
Proceedings of the 15th IEEE International Symposium on Robot and Human Interactive Communication, 2006

Integrating Active Mobile Robot Object Recognition and SLAM in Natural Environments.
Proceedings of the 2006 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2006

Layered HMM for Motion Intention Recognition.
Proceedings of the 2006 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2006

Strategies for Object Manipulation using Foveal and Peripheral Vision.
Proceedings of the 2006 IEEE International Conference on Computer Vision Systems, 2006

Robust Statistics for 3D Object Tracking.
Proceedings of the 2006 IEEE International Conference on Robotics and Automation, 2006

Nonholonomic Epipolar Visual Servoing.
Proceedings of the 2006 IEEE International Conference on Robotics and Automation, 2006

Tracking Unobservable Rotations by Cue Integration.
Proceedings of the 2006 IEEE International Conference on Robotics and Automation, 2006

A Framework for Vision Based bearing only 3D SLAM.
Proceedings of the 2006 IEEE International Conference on Robotics and Automation, 2006

Initialization and System Modeling in 3-D Pose Tracking.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Exploiting Distinguishable Image Features in Robotic Mapping and Localization.
Proceedings of the First European Robotics Symposium 2006, 2006

2005
Advances in robot vision.
Robotics Auton. Syst., 2005

Vision for robotic object manipulation in domestic settings.
Robotics Auton. Syst., 2005

Object recognition and pose estimation using color cooccurrence histograms and geometric modeling.
Image Vis. Comput., 2005

Human-Machine Collaborative Systems for Microsurgical Applications.
Int. J. Robotics Res., 2005

Receptive field cooccurrence histograms for object detection.
Proceedings of the 2005 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2005

Integration of Model-based and Model-free Cues for Visual Object Tracking in 3D.
Proceedings of the 2005 IEEE International Conference on Robotics and Automation, 2005

Grasp Recognition for Programming by Demonstration.
Proceedings of the 2005 IEEE International Conference on Robotics and Automation, 2005

Robust Real-Time Visual Tracking: Comparison, Theoretical Analysis and Performance Evaluation.
Proceedings of the 2005 IEEE International Conference on Robotics and Automation, 2005

Adaptive Virtual Fixtures for Machine-Assisted Teleoperation Tasks.
Proceedings of the 2005 IEEE International Conference on Robotics and Automation, 2005

2004
New shortest-path approaches to visual servoing.
Proceedings of the 2004 IEEE/RSJ International Conference on Intelligent Robots and Systems, Sendai, Japan, September 28, 2004

An Interactive Interface for Service Robots.
Proceedings of the 2004 IEEE International Conference on Robotics and Automation, 2004

Interactive Grasp Learning based on Human Demonstration.
Proceedings of the 2004 IEEE International Conference on Robotics and Automation, 2004

Combination of Foveal and Peripheral Vision for Object Recognition and Pose Estimation.
Proceedings of the 2004 IEEE International Conference on Robotics and Automation, 2004

Artificial Potential Biased Probabilistic Roadmap Method.
Proceedings of the 2004 IEEE International Conference on Robotics and Automation, 2004

2003
Robust Visual Servoing.
Int. J. Robotics Res., 2003

Erratum: Human-Machine Collaborative Systems for Microsurgical Applications.
Proceedings of the Robotics Research, The Eleventh International Symposium, 2003

Task modeling and specification for modular sensory based human-machine cooperative systems.
Proceedings of the 2003 IEEE/RSJ International Conference on Intelligent Robots and Systems, Las Vegas, Nevada, USA, October 27, 2003

Biologically motivated visual servoing and grasping for real world tasks.
Proceedings of the 2003 IEEE/RSJ International Conference on Intelligent Robots and Systems, Las Vegas, Nevada, USA, October 27, 2003

Object recognition and pose estimation for robotic manipulation using color cooccurrence histograms.
Proceedings of the 2003 IEEE/RSJ International Conference on Intelligent Robots and Systems, Las Vegas, Nevada, USA, October 27, 2003

A Framework for Visual Servoing.
Proceedings of the Computer Vision Systems, Third International Conference, 2003

Vision and tactile sensing for real world tasks.
Proceedings of the 2003 IEEE International Conference on Robotics and Automation, 2003

Confluence of parameters in model based tracking.
Proceedings of the 2003 IEEE International Conference on Robotics and Automation, 2003

2002
Visually guided manipulation tasks.
Robotics Auton. Syst., 2002

Model based techniques for robotic servoing and grasping.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, Lausanne, Switzerland, September 30, 2002

Systems Integration for Real-World Manipulation Tasks.
Proceedings of the 2002 IEEE International Conference on Robotics and Automation, 2002

Weak Models and Cue Integration for Real-Time Tracking.
Proceedings of the 2002 IEEE International Conference on Robotics and Automation, 2002

2001
Visual Servoing for Manipulation: Robustness and Integration Issues.
PhD thesis, 2001

Cue integration for visual servoing.
IEEE Trans. Robotics Autom., 2001

Real-time Tracking Meets Online Grasp Planning.
Proceedings of the 2001 IEEE International Conference on Robotics and Automation, 2001

2000
High-level control of a mobile manipulator for door opening.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2000

Tracking Techniques for Visual Servoing Tasks.
Proceedings of the 2000 IEEE International Conference on Robotics and Automation, 2000

Vision for Interaction.
Proceedings of the Sensor Based Intelligent Robots, 2000

1999
Integration of visual cues for active tracking of an end-effector.
Proceedings of the Proceedings 1999 IEEE/RSJ International Conference on Intelligent Robots and Systems. Human and Environment Friendly Robots with High Intelligence and Emotional Quotients, 1999

A Person Following Behaviour for a Mobile Robot.
Proceedings of the 1999 IEEE International Conference on Robotics and Automation, 1999


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