Katharina Hertkorn

dblp:40/8370 · DBLP profile ↗
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15ranked-venue papers
5as first author
0since 2021 · last 2017
—ORCID · none

Domains — the database's venue-derived domains; a paper can count in several

Artificial intelligence and machine learning · 13 · 5 first-authorSystems, architecture and hardware · 13 · 5 first-authorGraphics, computer vision, multimedia, augmented reality and games · 2Human-computer interaction and ubiquitous computing · 1

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Artificial intelligence
7 papers
Robot manipulation · 66% Motion planning and robot control · 14% Video understanding and tracking · 12%
Human-computer interaction and pervasive computing
6 papers
Haptics and multimodal interaction · 65% Human-robot interaction · 31% Immersive interaction · 4%

Topics — the 26 heaviest of 27, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Robotics › Robot manipulation
grasping
0.532015
Depth-based tracking with physical constraints for robot manipulation · ICRA 2015
Planning in-hand object manipulation with multifingered hands considering task constraints · ICRA 2013
Reachable Independent Contact Regions for precision grasps · ICRA 2011
Robotics › Robot manipulation › grasping
grasp planning
0.422015
Depth-based tracking with physical constraints for robot manipulation · ICRA 2015
Planning in-hand object manipulation with multifingered hands considering task constraints · ICRA 2013
Robotics › Robot manipulation › dexterous manipulation
in-hand manipulation
0.422015
Local online planning of coordinated manipulation motion · ICRA 2015
Planning in-hand object manipulation with multifingered hands considering task constraints · ICRA 2013
Robotics › Robot manipulation
assembly
0.312017
Constraint-based sample propagation for improved state estimation in robotic assembly · ICRA 2017
Robotics › Robot navigation and mapping
state estimation
0.312017
Constraint-based sample propagation for improved state estimation in robotic assembly · ICRA 2017
Haptics and multimodal interaction
haptic rendering
0.322013
An interactive virtual reality system for on-orbit servicing · VR 2013
Time Domain Passivity Control for multi-degree of freedom haptic devices with time delay · ICRA 2010
Robotics › Robot manipulation › service robot
assistive robotics
0.212016
Flexible, semi-autonomous grasping for assistive robotics · ICRA 2016
Human-robot interaction
teleoperation
0.212016
Flexible, semi-autonomous grasping for assistive robotics · ICRA 2016
Computer vision › Video understanding and tracking › object tracking
articulated object tracking
0.212015
Depth-based tracking with physical constraints for robot manipulation · ICRA 2015
Robotics › Motion planning and robot control › motion planning
manipulation planning
0.212015
Local online planning of coordinated manipulation motion · ICRA 2015
Robotics › Motion planning and robot control
motion planning
0.212015
Local online planning of coordinated manipulation motion · ICRA 2015
Computer vision › Video understanding and tracking
object tracking
0.212015
Depth-based tracking with physical constraints for robot manipulation · ICRA 2015
Robotics › Robot manipulation › grasping › grasp stability
force-closure grasp
0.212013
Planning in-hand object manipulation with multifingered hands considering task constraints · ICRA 2013
Robotics › Robot manipulation › tactile sensing › contact sensing
contact formation recognition
0.112012
Identification of contact formations: Resolving ambiguous force torque information · ICRA 2012
Robotics › Robot manipulation › tactile sensing › contact sensing
contact state estimation
0.112012
Identification of contact formations: Resolving ambiguous force torque information · ICRA 2012
Robotics › Robot manipulation › grasping › grasp planning
independent contact regions
0.112011
Reachable Independent Contact Regions for precision grasps · ICRA 2011
Haptics and multimodal interaction › haptic interface
haptic device design
0.112011
The DLR bimanual haptic device with optimized workspace · ICRA 2011
Haptics and multimodal interaction
haptic device control
0.112010
Time Domain Passivity Control for multi-degree of freedom haptic devices with time delay · ICRA 2010
Haptics and multimodal interaction
passivity-based control
0.112010
Time Domain Passivity Control for multi-degree of freedom haptic devices with time delay · ICRA 2010
Haptics and multimodal interaction › haptic teleoperation
time-delay compensation
0.112010
Time Domain Passivity Control for multi-degree of freedom haptic devices with time delay · ICRA 2010
Robotics › Motion planning and robot control
robot control
0.112015
Local online planning of coordinated manipulation motion · ICRA 2015
Human-robot interaction
shared control
0.112015
Depth-based tracking with physical constraints for robot manipulation · ICRA 2015
Virtual and augmented reality
virtual reality
0.112014
Ultrapiano: A novel human-machine interface applied to virtual reality · ICRA 2014
Immersive interaction
virtual reality
0.012013
An interactive virtual reality system for on-orbit servicing · VR 2013
Robotics › Robot manipulation › grasping › grasp planning
regrasp planning
0.012011
Reachable Independent Contact Regions for precision grasps · ICRA 2011
Haptics and multimodal interaction
haptic feedback
0.012011
The DLR bimanual haptic device with optimized workspace · ICRA 2011

Methods — techniques the papers use, named apart from their topics

virtual fixtures · 0.5torque sensing · 0.4physical constraint modeling · 0.4depth-based tracking · 0.4medical ultrasound imaging · 0.4sequential monte carlo · 0.3constraint-based propagation · 0.3psychophysical user study · 0.2psycho-physical user study · 0.2workspace computation · 0.2online planning · 0.2dynamic weighting · 0.2voxmap-pointshell algorithm · 0.2physics engine · 0.2torque control · 0.1position control · 0.1
YearPublicationVenuePosition
2017 Constraint-based sample propagation for improved state estimation in robotic assembly
abstract
In fast changing assembly scenarios, it is required to adapt the task execution to the current state of the setup without extensive calibration routines. Therefore, it is important to estimate the geometric uncertainties and contact states during the assembly execution. We use a sequential Monte Carlo (SMC) method to track the relative poses between workpieces during a robotic assembly based on joint torque and position measurements only. In contrast to existing approaches, we focus on assembly tasks where the workpiece is not fixed in the workcell, but can, for example, slide on a table surface. We propose a new constraint-based propagation model for the SMC approach: a compensation motion for the samples dependent on the violation of contact constraints is derived. This allows us to track the motion of the workpieces in cases where a common random diffusion model fails. The method is evaluated with experiments using an assembly scenario with two KUKA LBR iiwa robot arms and shows accurate tracking performance.
Korbinian Nottensteiner, Katharina Hertkorn
ICRA2
2016 Flexible, semi-autonomous grasping for assistive robotics
abstract
This paper proposes a scheme to provide flexible semi-autonomous grasping capabilities to an assistive robotic manipulator. The testbed consists of a five-finger robotic hand mounted on a robotic arm. During teleoperation, the position of the hand is continuously controlled in the three translational degrees of freedom, and the user has no direct influence over the rotational behavior. The proposed semi-autonomy scheme assists the user for moving and orienting the hand towards the object, and automates the grasping process when it is triggered. The velocity commands issued by the user are enhanced using virtual fixtures, which are not preprogrammed to support one approach direction to the (known) object, but are adapted online according to the intended movement. The approach is validated with a psycho-physical user study where the participants grasp objects in a simulation environment using a SpaceMouse interface. This setting serves as a testbed for the target application in which disabled subjects will control the real robotic system with an interface based on bio-signals. The user study compares the semi-autonomous and the pure teleoperation modes in terms of objective and subjective measures, showing an increase in performance and a decrease in workload for the proposed semi-autonomous mode.
Jörn Vogel, Katharina Hertkorn, Rohit U. Menon, Máximo A. Roa
ICRA2
2016 A platform for bimanual virtual assembly training with haptic feedback in large multi-object environments
abstract
We present a virtual reality platform which addresses and integrates some of the currently challenging research topics in the field of virtual assembly: realistic and practical scenarios with several complex geometries, bimanual six-DoF haptic interaction for hands and arms, and intuitive navigation in large workspaces. We put an especial focus on our collision computation framework, which is able to display stiff and stable forces in 1 kHz using a combination of penalty- and constraint-based haptic rendering methods. Interaction with multiple arbitrary geometries is supported in realtime simulations, as well as several interfaces, allowing for collaborative training experiences. Performance results for an exemplary car assembly sequence which show the readiness of the system are provided.
Mikel Sagardia, Thomas Hulin, Katharina Hertkorn, Philipp Kremer, Simon Schätzle
VRST3
2015 Local online planning of coordinated manipulation motion
abstract
In this work, we deal with the problem of planning a manipulation task for a robotic system composed of at least one dexterous arm and a dexterous multi-fingered hand. The goal of the local planner is to include both, the arm and the hand, in the execution of the task in a coordinated way. This is achieved by using the workspace of the hand which is computed offline. During the online planning, the current in-hand manipulation capability is evaluated taking advantage of the dimensions of the hand workspace and considering the task itself. Dynamic weights enable the computation of the instantaneous contributions of the two subsystems on the motion of the manipulated object. The method is evaluated in simulation as well as in several experiments on the real robot.
Umberto Scarcia, Katharina Hertkorn, Claudio Melchiorri, Gianluca Palli, Thomas Wimböck
ICRA2
2015 Depth-based tracking with physical constraints for robot manipulation
abstract
This work integrates visual and physical constraints to perform real-time depth-only tracking of articulated objects, with a focus on tracking a robot's manipulators and manipulation targets in realistic scenarios. As such, we extend DART, an existing visual articulated object tracker, to additionally avoid interpenetration of multiple interacting objects, and to make use of contact information collected via torque sensors or touch sensors. To achieve greater stability, the tracker uses a switching model to detect when an object is stationary relative to the table or relative to the palm and then uses information from multiple frames to converge to an accurate and stable estimate. Deviation from stable states is detected in order to remain robust to failed grasps and dropped objects. The tracker is integrated into a shared autonomy system in which it provides state estimates used by a grasp planner and the controller of two anthropomorphic hands. We demonstrate the advantages and performance of the tracking system in simulation and on a real robot. Qualitative results are also provided for a number of challenging manipulations that are made possible by the speed, accuracy, and stability of the tracking system.
Tanner Schmidt, Katharina Hertkorn, Richard A. Newcombe, Zoltan-Csaba Marton, Michael Suppa, Dieter Fox
ICRA2
2015 Simultaneous and realistic contact and force planning in grasping
abstract
Traditional approaches in grasping consider separately the planning of contact points and forces. This often leads to optimally simulated grasps that fail in a real execution when the forces applied at the chosen contact points cannot resist expected perturbations like the own object weight. This paper presents a method that combines a grasp planner with the computation of grasp forces, which provides contact points and contact forces that take into account joint and torque limits of the robotic hand for fingertip grasps. The planner starts with a given hand pose relative to the object, and uses the concept of reachable independent contact regions to obtain a set of force closure grasps. Within this set, the grasp that best counteracts a given external wrench is chosen. The evaluation examples illustrate how the capabilities of the robotic hand can be used more effectively by this joint planning approach.
Katharina Hertkorn, Máximo A. Roa, Thomas Wimböck, Christoph Borst 0001
IROS1
2014 Ultrapiano: A novel human-machine interface applied to virtual reality
abstract
In the quest for better human-machine interfaces (HMIs) for teleoperation and virtual reality, we hereby present the first integrated application of medical ultrasound imaging to remotely control a virtual piano playing environment in real-time.
Mikel Sagardia, Katharina Hertkorn, David Sierra González, Claudio Castellini
ICRA2
2013 Planning in-hand object manipulation with multifingered hands considering task constraints
abstract
In-hand manipulation with a multifinger hand is defined as changing the object pose from an initial to a final grasp configuration, while maintaining the fingertip contacts on the object surface. Given only the task constraints, represented as a desired motion of the object and an external force to be applied or resisted, the problem can be expressed as finding a good set of contact points on the object and a corresponding hand configuration compatible with the task to be executed. This paper presents a method for solving such problem, taking into account the kinematic structure and torque limits of the hand, the force closure condition (which must be guaranteed during the whole trajectory), and task compatibility. The feasibility of such method is tested in simulation of 2D and 3D examples.
Katharina Hertkorn, Máximo A. Roa, Christoph Borst 0001
ICRA1
2013 Virtual reality support for teleoperation using online grasp planning
abstract
Classic telepresence approaches allow a human to interact with a remote or a virtual reality environment (VR) with force feedback. Coupling with a remote robot can be used to work in dangerous environments without the human being on-site. The coupling with a VR system can be used for training and verification of task sequences or robotic actions.
Katharina Hertkorn, Máximo A. Roa, Manuel Brucker, Philipp Kremer, Christoph Borst 0001
IROS1
2013 An interactive virtual reality system for on-orbit servicing
abstract
The growth of space debris is becoming a serious problem. There is an urgent need for mitigation measures based on maintenance, repair and de-orbiting technologies. Our video presents a virtual reality framework in which robotic maintenance tasks of satellites can be simulated interactively. The two key components of this framework are a realistic virtual reality simulation and an immersive interaction device. The peculiarity of the virtual reality simulation is the combination of a physics engine based on Bullet with an extremely efficient haptic rendering algorithm inspired by an enhanced version of the Voxmap-Pointshell Algorithm. A central logic module controls all states and objects in the virtual world. To enable the human operator an optimal immersion into the virtual environment, the DLR bimanual haptic device is used as interaction device. Equipped with two light-weight robot arms, this device is able to provide realistic haptic feedback at both human hands, while covering the major part of human operator's workspace. The applicability of this system is enhanced by additional force sensors, active hand interfaces with an additional degree of freedom, smart safety technologies and intuitive robot data augmentation. Our platform can be used for verification or training purposes of robotic systems interacting in space environments.
Mikel Sagardia, Katharina Hertkorn, Thomas Hulin, Robin Wolff, Johannes Hummel, Janki Dodiya, Andreas Gerndt
VR2
2012 Identification of contact formations: Resolving ambiguous force torque information
abstract
This paper presents the identification of contact formations using force torque information. As force torque measurements do not map uniquely to their corresponding contact formations, three steps are performed: Initially, the wrench space for each contact formation is computed automatically. Then, a contact formation graph is augmented with a similarity index that reflects the similarity of contact formations with respect to their spanned wrench spaces. A particle filter is used to represent the likeliness of a contact formation given a force torque measurement. Finally, this probability distribution is resolved taking the similarity index, the transitions of the contact formation graph and the history of identified contact formations into account. This allows the recognition of the order of demonstrated contact formations by a measured set of forces and torques. The approach is verified by experiments.
Katharina Hertkorn, Máximo A. Roa, Carsten Preusche, Christoph Borst 0001, Gerd Hirzinger
ICRA1
2011 The DLR bimanual haptic device with optimized workspace
abstract
Abstract-This article accompanies a video that presents a bimanual haptic device composed of two DLR/KUKA Light weight Robot (LWR) arms. The LWRs have similar dimensions to human arms, and can be operated in torque and position control mode at an update rate of 1kHz. The two robots are mounted behind the user, such that the intersecting workspace of the robots and the human arms becomes maximal. In order to enhance user interaction, various hand interfaces and additional tactile feedback devices can be used together with the robots. The presented system is equipped with a thorough safety architecture that assures safe operation for human and robot. Additionally, sophisticated control strategies improve performance and guarantee stability. The introduced haptic system is well suited for versatile applications in remote and virtual environments, especially for large unsealed movements.
Thomas Hulin, Katharina Hertkorn, Philipp Kremer, Simon Schätzle, Jordi Artigas, Mikel Sagardia, Franziska Zacharias, Carsten Preusche
ICRA2
2011 Reachable Independent Contact Regions for precision grasps
abstract
Independent Contact Regions allow a robust finger placement on the object, despite of potential errors in finger position. They are computed without considering the kinematics of the end-effector, and are usually applied to off-line grasp planners. This paper presents an approach to obtain Reachable Independent Contact Regions by including the hand kinematics in the computational loop. The regions are computed in a short time, which allows real-time applications in virtual grasping. Potential applications of the proposed approach include regrasp planning, and dual-hand manipulation of objects.
Máximo A. Roa, Katharina Hertkorn, Christoph Borst 0001, Gerd Hirzinger
ICRA2
2011 Graspability map: A tool for evaluating grasp capabilities
abstract
This paper presents the graspability map, a novel approach to represent for a particular object the positions and orientations that a given mechanical hand can adopt to achieve a force closure precision grasp. The algorithm is based on the intersection between the fingertip workspaces and the object, plus the verification of a necessary condition for force closure grasps. The maps are computed offline and can be used for comparing the grasp capabilities of different mechanical hands with respect to some benchmark objects. The maps have also potential applications in online grasp and manipulation planning.
Máximo A. Roa, Katharina Hertkorn, Franziska Zacharias, Christoph Borst 0001, Gerd Hirzinger
IROS2
2010 Time Domain Passivity Control for multi-degree of freedom haptic devices with time delay
abstract
This paper generalizes the Time Domain Passivity Control concept originally introduced by J.-H. Ryu et al. (2004) in order to work for multi-degree of freedom (DoF) haptic systems with time delay. Its energy computation (named passivity observer) factors in the phase shift caused by time delay, and is improved by an energy estimation. Moreover, the variable damping of the passivity controller is generalized such that weighting by the mass matrix of the haptic device is possible. This transformation takes into account the direction-dependent inertia of multi-DoF haptic devices. Furthermore, a stability boundary for this damping is introduced for one as well as for several DoF allowing for high energy dissipation. Additionally, it is briefly shown that one single multi-DoF Cartesian passivity controller is advantageous compared to independent single-DoF passivity controllers in each joint of the haptic device. Finally, the generalized Time Domain Passivity Controller is experimentally verified using the DLR light weight robot arm as haptic device.
Katharina Hertkorn, Thomas Hulin, Philipp Kremer, Carsten Preusche, Gerd Hirzinger
ICRA1