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Robert Bauernschmitt

dblp:75/641 · DBLP profile ↗
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13ranked-venue papers
2as first author
0since 2021 · last 2013
—ORCID · none

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

Artificial intelligence and machine learning · 11 · 1 first-authorSystems, architecture and hardware · 6 · 1 first-authorGraphics, computer vision, multimedia, augmented reality and games · 3 · 1 first-authorApplied, interdisciplinary, general and emerging computing · 3Human-computer interaction and ubiquitous computing · 2

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
3 papers
Robot manipulation · 56% Motion planning and robot control · 24% Reinforcement learning · 21%
Human-computer interaction and pervasive computing
2 papers
Haptics and multimodal interaction · 71% Immersive interaction · 16% Human-robot interaction · 12%
Interdisciplinary, comprehensive, and emerging computing
1 paper
Medical and health informatics · 100%

Topics — the 10 heaviest of 11, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Robotics › Robot manipulation
learning from demonstration
0.222008
Human-machine skill transfer extended by a scaffolding framework · ICRA 2008
Adaptive Control for Human-Robot Skilltransfer: Trajectory Planning Based on Fluid Dynamics · ICRA 2007
Medical and health informatics
computer-assisted surgery
0.112010
Automation of tissue piercing using circular needles and vision guidance for computer aided laparoscopic surgery · ICRA 2010
Machine learning › Reinforcement learning › transfer learning in reinforcement learning
skill transfer
0.112008
Human-machine skill transfer extended by a scaffolding framework · ICRA 2008
Robotics › Motion planning and robot control
trajectory planning
0.112007
Adaptive Control for Human-Robot Skilltransfer: Trajectory Planning Based on Fluid Dynamics · ICRA 2007
Robotics › Robot manipulation
grasping
0.012010
Automation of tissue piercing using circular needles and vision guidance for computer aided laparoscopic surgery · ICRA 2010
Robotics › Robot manipulation › medical robotics
needle manipulation
0.012010
Automation of tissue piercing using circular needles and vision guidance for computer aided laparoscopic surgery · ICRA 2010
Haptics and multimodal interaction
multimodal feedback
0.012010
High-fidelity telepresence and teleaction · ICRA 2010
Immersive interaction
virtual reality
0.012010
High-fidelity telepresence and teleaction · ICRA 2010
Human-robot interaction › healthcare robotics
robot-assisted surgery
0.012008
Human-machine skill transfer extended by a scaffolding framework · ICRA 2008
Robotics › Motion planning and robot control › robot control
adaptive control
0.012007
Adaptive Control for Human-Robot Skilltransfer: Trajectory Planning Based on Fluid Dynamics · ICRA 2007

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

visual servoing · 0.2laser pointer guidance · 0.2scaffolding framework · 0.2pattern segmentation · 0.2haptic data · 0.1force feedback · 0.1fluid dynamics · 0.1dynamical systems · 0.1
YearPublicationVenuePosition
2013 Evaluation of an adaptive algorithm for fuzzy type-2 control in blood pressure regulation
abstract
The use of fuzzy logic in the medical environment is very promising as it offers the possibility to incorporate the knowledge and experience of the physician into fuzzy sets and rules. The type-2 fuzzy logic makes it even possible to incorporate the knowledge of several physicians into a single controller, thus enhancing it with the uncertainty present among different physicians. Once the controller is defined the outputs depend solely on its current inputs. It does not take any process information into account. For that purpose the controller is enhanced with an adaptive algorithm. It allows gradual changes by also keeping the initial rules, which had been defined by the physician and are helping for his comprehension of how rules are being applied. The type-2 fuzzy controller and the adaptive algorithm are described and compared to each other in the application of blood pressure regulation with drugs.
Nicole Sprunk, Alejandro Mendoza García, Robert Bauernschmitt, Alois C. Knoll
FUZZ-IEEE3
2012 Micro camera augmented endoscopic instruments: Towards superhuman performance in remote surgical cutting
abstract
This paper introduces a new method for remote surgical cutting by providing haptic guidance along a trajectory that is measured in-situ through a miniature, tool-tip mounted endoscopic camera. By directly augmenting the instrument with a camera, instead of relying on an additional conventional endoscope, the approach becomes independent from inherent calibration uncertainties of the telemanipulation system, other than the micro camera itself, and from registration of pre- and intra-operative surgical data. We calculate a smooth cut path with corresponding scalpel orientation to guide the user towards the optimal trajectory. Experiments are conducted with passive and active haptic virtual fixtures. During active fixturing the optimal forward velocity is calculated to follow the path. The results indicate an improvement in terms of position accuracy, blade orientation, and forward velocity.
Christoph Staub, Claus Lenz, Brian Jensen, Salman Can, Alois C. Knoll, Robert Bauernschmitt
IROS6
2010 Towards On-Line Intensity-Based Surface Recovery from Monocular Images
abstract
We present a novel method for vision-based recovery of three-dimensional structures through simultaneous model reconstruction and camera position tracking from monocular images. Our approach does not rely on robust feature detecting schemes (such as SIFT, Good Features to Track etc.), but works directly on intensity values in the captured images. Thus, it is well-suited for reconstruction of surfaces that exhibit only little texture due to partial homogeneity of the surfaces.
Oliver Ruepp, Darius Burschka, Robert Bauernschmitt
BMVC3
2010 A comprehensive approach towards extra-corporal circulation control using fuzzy logic
abstract
Extra-corporal Circulation Support Systems (ECCS) are used in cardiac surgery on a daily basis. Surgeons and perfusionists supervise patients' vital signals such as heart rate or blood pressure and ensure secure and errorless operation of the system. An automated ECCS can help to reduce the workload of human operators and can provide a patient with optimal perfusion. In our opinion a fuzzy controller is predestinated for autonomus heart-lung machine (HLM) control, since it allows a straightforward implementation of expert knowledge and is able to deal with inherently imprecise data. In this work we present a comprehensive approach towards intelligent HLM automation that uses fuzzy logic as a control methodology. This approach includes the development of a mechanical circulatory model, a purely virtual model, as well as animal experiments.
Benedikt Baumgartner, Alejandro Mendoza García, Ulrich Schreiber, Stefan Eichhorn, Markus Krane, Robert Bauernschmitt, Alois C. Knoll
FUZZ-IEEE6
2010 High-fidelity telepresence and teleaction
abstract
The collaborative research center SFB453 (www.sfb453.de) aims to realize high-fidelity telepresence and teleaction systems. Telepresence and teleaction systems extend the human workspace to remote locations in order to overcome barriers like distance, scaling, danger or the human skin. Using a human-system interface the human operator controls a remotely located teleoperator. Multi-modal feedback in form of visual, auditory, and haptic data is used to increase the feeling of telepresence. Different application areas including minimally invasive surgery, on-orbit servicing, microassembly as well as tele-manufacturing and tele-maintenance are targeted.
Robert Bauernschmitt, Martin Buss, Barbara Deml, Klaus Diepold, Berthold Färber, Georg Färber, Ulrich Hagn, Gerd Hirzinger, Sandra Hirche, Alois C. Knoll, Hermann J. Müller, Tobias Ortmaier, Angelika Peer, Michael Popp, Carsten Preusche, Gunther Reinhart, Zhuanghua Shi, Eckehard G. Steinbach, Heinz Ulbrich, Ulrich Walter, Michael F. Zäh
ICRA1
2010 Automation of tissue piercing using circular needles and vision guidance for computer aided laparoscopic surgery
abstract
Despite the fact that minimally invasive robotic surgery provides many advantages for patients, such as reduced tissue trauma and shorter hospitalization, complex tasks (e.g. tissue piercing or knot-tying) are still time-consuming, error-prone and lead to quicker fatigue of the surgeon. Automating these recurrent tasks could greatly reduce total surgery time for patients and disburden the surgeon while he can focus on higher level challenges. This work tackles the problem of autonomous tissue piercing in robot-assisted laparoscopic surgery with a circular needle and general purpose surgical instruments. To command the instruments to an incision point, the surgeon utilizes a laser pointer to indicate the stitching area. A precise positioning of the needle is obtained by means of a switching visual servoing approach and the subsequent stitch is performed in a circular motion.
Christoph Staub, Takayuki Osa, Alois C. Knoll, Robert Bauernschmitt
ICRA4
2009 On the role of multimodal communication in telesurgery systems
abstract
Telesurgery systems integrate multimodal communication and robotic technologies to enable surgical procedures to be performed from remote locations. They allow human surgeons to intuitively control laparoscopic instruments and to navigate within the human body. In this paper, we present selected topics on multimodal interaction in the context of telesurgery applications. These are results from the collaborative research project SFB 453 on ldquoHigh-Fidelity Telepresence and Teleactionrdquo which is funded by the German Research Foundation in the larger Munich area. The focus in this paper is on multimodal information processing and communication including simulation of surgical targets in the human body. Furthermore, we present an overview of our advanced multimodal telesurgery demonstrators that provide a comprehensive platform for our collaborative telepresence research.
Robert Bauernschmitt, Eva U. Braun, Martin Buss, Florian A. Fröhlich, Sandra Hirche, Gerd Hirzinger, Julius Kammerl, Alois C. Knoll, Rainer Konietschke, Bernhard Kübler, Rüdiger Lange, Hermann Georg Mayer, Markus Rank, Gerhard Schillhuber, Christoph Staub, Eckehard G. Steinbach, Andreas Tobergte, Heinz Ulbrich, Iason Vittorias
MMSP1
2008 Human-machine skill transfer extended by a scaffolding framework
abstract
The term scaffolding, with respect to human education, was first coined in the 1970ies, although the basic concept originates back to the 1930ies. The main idea is to formalize the superior knowledge of a teacher in a certain way to generate support for a trainee. In practice, this concept can be implemented as concrete as a cloze, which assists pupils in learning a foreign language, or it might be as abstract as a social environment, which facilitates learning of specific tasks. This paper introduces a novel approach towards robotic learning by means of such a scaffolding framework. In this case, the scaffolding is constituted by abstract patterns, which facilitate the structuring and segmentation of information during "Learning by Demonstration". The methodology was applied to a real-world scenario of robot-assisted surgery.
Hermann Georg Mayer, Darius Burschka, Alois C. Knoll, Eva U. Braun, Rüdiger Lange, Robert Bauernschmitt
ICRA6
2007 Adaptive Control for Human-Robot Skilltransfer: Trajectory Planning Based on Fluid Dynamics
abstract
A popular method for an easy and also flexible programming of robots is learning by demonstration. An intelligent controller learns a task from several examples carried out by an experienced user. Afterwards, the task can be adapted to new, formerly unknown environments. One particular challenge arising with this technique is generalization of demonstrations in order to get a generic description of the task. In this paper a new methodology for solving this problem is proposed. The main part of the algorithm exploits principles known from fluid dynamics.
Hermann Georg Mayer, Istvan Nagy 0002, Alois C. Knoll, Eva U. Braun, Rüdiger Lange, Robert Bauernschmitt
ICRA6
2005 An Experimental System for Robotic Heart Surgery
abstract
In this paper we present an application of robotic systems in minimally invasive surgery. We have assembled a bi-manual telemanipulator capable of delicate operations. Each robotic arm has eight degrees of freedom which enables free manipulation via trocar kinematics. In addition minimally invasive instruments were equipped with strain gauge force sensors that can measure forces along three translational directions of the instrument's shaft. Forces are displayed to the user by means of two haptic devices which are also used for input. An endoscopic stereo-camera provides pictures from the region of operation to the user. In order to emulate a stereoscopic impression, pictures can be displayed by means of either a head mounted display, a CRT-screen equipped with shutter technology or a 3D video projection. With this system we have assessed the quality of force feedback and we have performed typical operations known from cardiac surgery. We also have shown that it is possible to perform certain recurrent tasks (like knot tying) automatically. Within this context we have implemented two application examples. In the first example a surgical knot is recorded and afterwards replayed with increased speed at the same position. The second example is the instantiation of a predefined knot at an arbitrary position.
Hermann Georg Mayer, Istvan Nagy 0002, Alois C. Knoll, Eva U. Schirmbeck, Robert Bauernschmitt
CBMS5
2005 Automatic Patient Registration for Port Placement in Minimally Invasixe Endoscopic Surgery
Marco Feuerstein, Stephen M. Wildhirt, Robert Bauernschmitt, Nassir Navab
MICCAI (2)3
2004 Real-Time Matching of Angiographies with In Situ Heart Image Sequences
abstract
Coronary angiography has become an important tool in modern medicine by providing an additional modality for heart disease diagnostics. Even though the recorded images (or image sequences) are digitally available, their analysis is very elementary in nature in most cases: the surgeon studies the angiograms before the operation, and operates without having them available in the operation room. It is up to the surgeon's memory to accurately remember the relevant details like locations of stenosis or occlusion. To improve both the analysis and the on-site availability of angiograms,but also to drastically increase the usefulness of the angiogram as a diagnostical modality, we present a novel approach which combines several advanced techniques into a single tool allowing real-time augmentation of in situ beating heart image sequences with the corresponding angiogram. The software toolset we developed so far contains the removal of specularites from the glossy heart surface and the reconstruction of the original image colors, color based coronary artery segmentation in beating heart image sequences, angiogram segmentation and symbolic representation, OpenGL based augmentation and visualization, mass-spring-NURBS-based soft tissue simulation. Future work will focus on developing robust matching techniques and on integrating the software tools into an operation room suitable hardware setup.
Istvan Nagy 0002, Alois C. Knoll, Robert Bauernschmitt, Eva U. Schirmbeck, Hermann Georg Mayer
CBMS3
2004 The Endo[PA]R system for minimally invasive robotic surgery
abstract
Minimally invasive robotic surgery systems has entered daily practice in dedicated clinical centers. Especially heart surgery profits from this new technique, due to a higher accuracy compared to conventional endoscopic interventions. Nevertheless some drawbacks have restricted a broader acceptance of these devices. The most urgent issues are lack of haptic feedback and prolonged operation time. Our research project tackles both topics, on the one hand by adding high fidelity force-feedback, on the other hand by automating recurrent manipulation tasks. These features have been integrated into the Endo[PA]R (endoscopic partially-autonomous robot) system, an open evaluation platform for robotic surgery. The setup comprises two low-payload robots equipped with sensorized surgical instruments and a third robot carrying a stereo camera system. Trocar kinematics, enabling surgical manipulation through small incisions, has been implemented for all robotic arms. In order to ensure operation close to reality, a thorax and heart phantom for surgical training was used in the experiments. Stereo vision is provided via a head-mounted display and force-reflective input devices are employed for user interaction. The system was evaluated by surgeons and it was capable of performing autonomous knot-tying.
Hermann Georg Mayer, Istvan Nagy 0002, Alois C. Knoll, Eva U. Schirmbeck, Robert Bauernschmitt
IROS5