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Horst-Michael Gross

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

121

Venues

19

Active years

1995–2026

Best venue rank

A*

Where they publish

Papers

121 indexed papers, newest first.

YearVenueTitleAuthors
2026HRIFlexible LLM-Based Voice Assistance for Mobile Robots.Shnke Benedikt Fischedick, Robin Schmidt, Benedict Stephan, Horst-Michael Gross
2025IJCNNIncluding Semantic Information via Word Embeddings for Skeleton-based Action Recognition.Dustin Aganian, Erik Franze, Markus Eisenbach, Horst-Michael Gross
2025IROSEfficient Prediction of Dense Visual Embeddings via Distillation and RGB-D Transformers.Shnke Benedikt Fischedick, Daniel Seichter, Benedict Stephan, Robin Schmidt, Horst-Michael Gross
2024RO-MANAn exploratory study on the impact of varying levels of robot control on presence in robot-mediated communication.Stephanie Arvalo Arboleda, Shnke Benedikt Fischedick, Chenayo Diao, Kay Richter, Horst-Michael Gross, Alexander Raake
2023ICANNFusing Hand and Body Skeletons for Human Action Recognition in Assembly.Dustin Aganian, Mona Khler, Benedict Stephan, Markus Eisenbach, Horst-Michael Gross
2023IJCNNEfficient Multi-Task Scene Analysis with RGB-D Transformers.Shnke Benedikt Fischedick, Daniel Seichter, Robin Schmidt, Leonard Rabes, Horst-Michael Gross
2023ICRAATTACH Dataset: Annotated Two-Handed Assembly Actions for Human Action Understanding.Dustin Aganian, Benedict Stephan, Markus Eisenbach, Corinna Stretz, Horst-Michael Gross
2023ICRAA Little Bit Attention Is All You Need for Person Re-Identification.Markus Eisenbach, Jannik Lbberstedt, Dustin Aganian, Horst-Michael Gross
2023IROSPanopticNDT: Efficient and Robust Panoptic Mapping.Daniel Seichter, Benedict Stephan, Shnke Benedikt Fischedick, Steffen Mller, Leonard Rabes, Horst-Michael Gross
2022IROSOn the Importance of Label Encoding and Uncertainty Estimation for Robotic Grasp Detection.Benedict Stephan, Dustin Aganian, Lars Hinneburg, Markus Eisenbach, Steffen Mller, Horst-Michael Gross
2022ICRAEfficient and Robust Semantic Mapping for Indoor Environments.Daniel Seichter, Patrick Langer, Tim Wengefeld, Benjamin Lewandowski, Dominik Hchemer, Horst-Michael Gross
2021CVPRStickyPillars: Robust and Efficient Feature Matching on Point Clouds Using Graph Neural Networks.Kai Fischer, Martin Simon, Florian lsner, Stefan Milz, Horst-Michael Gross, Patrick Mder
2021ICANNRevisiting Loss Functions for Person Re-identification.Dustin Aganian, Markus Eisenbach, Joachim Wagner, Daniel Seichter, Horst-Michael Gross
2021ICANNEvaluation of Transfer Learning for Visual Road Condition Assessment.Christoph Balada, Markus Eisenbach, Horst-Michael Gross
2021ICRAEfficient RGB-D Semantic Segmentation for Indoor Scene Analysis.Daniel Seichter, Mona Khler, Benjamin Lewandowski, Tim Wengefeld, Horst-Michael Gross
2020IROSMulti-Task Deep Learning for Depth-based Person Perception in Mobile Robotics.Daniel Seichter, Benjamin Lewandowski, Dominik Hchemer, Tim Wengefeld, Horst-Michael Gross
2020RO-MANSocially Compliant Human-Robot Interaction for Autonomous Scanning Tasks in Supermarket Environments.Benjamin Lewandowski, Tim Wengefeld, Sabine Mller, Mathias Jenny, Sebastian Glende, Christof Schrter, Andreas Bley, Horst-Michael Gross
2020RO-MANAutonomous Mobile Gait Training Robot for Orthopedic Rehabilitation in a Clinical Environment.Thanh Q. Trinh, Alexander Vorndran, Benjamin Schuetz, Bianca Jaeschke, Anke Mayfarth, Andrea Scheidig, Horst-Michael Gross
2020RO-MANA Laser Projection System for Robot Intention Communication and Human Robot Interaction.Tim Wengefeld, Dominik Hchemer, Benjamin Lewandowski, Mona Khler, Manuel Beer, Horst-Michael Gross
2019CVPRComplexer-YOLO: Real-Time 3D Object Detection and Tracking on Semantic Point Clouds.Martin Simon, Karl Amende, Andrea Kraus, Jens Honer, Timo Smann, Hauke Kaulbersch, Stefan Milz, Horst-Michael Gross
2019CVPRComplexer YOLO: Real-Time 3D Object Detection and Tracking on Semantic Point Clouds.Martin Simon, Karl Amende, Andrea Kraus, Jens Honer, Timo Smann, Hauke Kaulbersch, Stefan Milz, Horst-Michael Gross
2019ICRALiving with a Mobile Companion Robot in your Own Apartment - Final Implementation and Results of a 20-Weeks Field Study with 20 Seniors.Horst-Michael Gross, Andrea Scheidig, Steffen Mller, Benjamin Schtz, Christa Fricke, Sibylle Meyer
2019ICRAFast and Robust 3D Person Detector and Posture Estimator for Mobile Robotic Applications.Benjamin Lewandowski, Jonathan Liebner, Tim Wengefeld, Steffen Mller, Horst-Michael Gross
2019IJCNNImproving Visual Road Condition Assessment by Extensive Experiments on the Extended GAPs Dataset.Ronny Stricker, Markus Eisenbach, Maximilian Sesselmann, Klaus Debes, Horst-Michael Gross
2019IROSDeep orientation: Fast and Robust Upper Body orientation Estimation for Mobile Robotic Applications.Benjamin Lewandowski, Daniel Seichter, Tim Wengefeld, Lennard Pfennig, Helge Drumm, Horst-Michael Gross
2019RO-MANA Multi Modal People Tracker for Real Time Human Robot Interaction.Tim Wengefeld, Steffen Mller, Benjamin Lewandowski, Horst-Michael Gross
2018ECCVComplex-YOLO: An Euler-Region-Proposal for Real-Time 3D Object Detection on Point Clouds.Martin Simon, Stefan Milz, Karl Amende, Horst-Michael Gross
2018RO-MANSituation Awareness for Autonomous Agents.Nikolas Dahnl, Horst-Michael Gross, Stefan Fuchs
2017IJCNNHow to get pavement distress detection ready for deep learning? A systematic approach.Markus Eisenbach, Ronny Stricker, Daniel Seichter, Karl Amende, Klaus Debes, Maximilian Sesselmann, Dirk Ebersbach, Ulrike Stoeckert, Horst-Michael Gross
2017ICRAMobile robot companion for walking training of stroke patients in clinical post-stroke rehabilitation.Horst-Michael Gross, Sibylle Meyer, Andrea Scheidig, Markus Eisenbach, Steffen Mller, Thanh Quang Trinh, Tim Wengefeld, Andreas Bley, Christian Martin, Christa Fricke
2017RO-MANI see you lying on the ground - Can I help you? Fast fallen person detection in 3D with a mobile robot.Benjamin Lewandowski, Tim Wengefeld, Thomas Schmiedel, Horst-Michael Gross
2017RO-MANFirst steps towards emotionally expressive motion control for wheeled robots.Steffen Mller, Thanh Q. Trinh, Horst-Michael Gross
2017RO-MANIRON-BAG: Fast classification of humans and objects in 3D NDT-maps using structural signatures.Thomas Schmiedel, Horst-Michael Gross
2016IJCNNCooperative multi-scale Convolutional Neural Networks for person detection.Markus Eisenbach, Daniel Seichter, Tim Wengefeld, Horst-Michael Gross
2015IJCNNEvaluation of multi feature fusion at score-level for appearance-based person re-identification.Markus Eisenbach, Alexander Kolarow, Alexander Vorndran, Julia Niebling, Horst-Michael Gross
2015IROSUser recognition for guiding and following people with a mobile robot in a clinical environment.Markus Eisenbach, Alexander Vorndran, Sven Sorge, Horst-Michael Gross
2015IROSRobot companion for domestic health assistance: Implementation, test and case study under everyday conditions in private apartments.Horst-Michael Gross, Steffen Mller, Christof Schrter, Michael Volkhardt, Andrea Scheidig, Klaus Debes, Katja Richter, Nicola Doering
2015IROSIRON: A fast interest point descriptor for robust NDT-map matching and its application to robot localization.Thomas Schmiedel, Erik Einhorn, Horst-Michael Gross
2014IASGeneric Distance-Invariant Features for Detecting People with Walking Aid in 2D Laser Range Data.Christoph Weinrich, Tim Wengefeld, Michael Volkhardt, Andrea Scheidig, Horst-Michael Gross
2014SMCMobile Robotic Rehabilitation Assistant for walking and orientation training of Stroke Patients: A report on work in progress.Horst-Michael Gross, Klaus Debes, Erik Einhorn, Steffen Mller, Andrea Scheidig, Christoph Weinrich, Andreas Bley, Christian Martin
2014RO-MANOnline adaptation of dialog strategies based on probabilistic planning.Steffen Mller, Sina Sprenger, Horst-Michael Gross
2014RO-MANNon-contact video-based pulse rate measurement on a mobile service robot.Ronny Stricker, Steffen Mller, Horst-Michael Gross
2014RO-MANPeople detection and distinction of their walking aids in 2D laser range data based on generic distance-invariant features.Christoph Weinrich, Tim Wengefeld, Christof Schrter, Horst-Michael Gross
2013AVSSAPFel: The intelligent video analysis and surveillance system for assisting human operators.Alexander Kolarow, Konrad Schenk, Markus Eisenbach, Michael Dose, Michael Brauckmann, Klaus Debes, Horst-Michael Gross
2013ESANNEvolutionary computation based system decomposition with neural networks.Robert Kaltenhaeuser, Erik Schaffernicht, Frank-Florian Steege, Horst-Michael Gross
2013ICANNLearning Features for Activity Recognition with Shift-Invariant Sparse Coding.Christian Vollmer, Horst-Michael Gross, Julian Eggert
2013ICRARealization and user evaluation of a companion robot for people with mild cognitive impairments.Ch. Schroeter, Steffen Mller, Michael Volkhardt, Erik Einhorn, Claire A. G. J. Huijnen, Herjan van den Heuvel, Andreas van Berlo, Andreas Bley, Horst-Michael Gross
2013ICRAPrediction of human collision avoidance behavior by lifelong learning for socially compliant robot navigation.Christoph Weinrich, Michael Volkhardt, Erik Einhorn, Horst-Michael Gross
2013SMCFinding People in Apartments with a Mobile Robot.Michael Volkhardt, Horst-Michael Gross
2013SMCFallen Person Detection for Mobile Robots Using 3D Depth Data.Michael Volkhardt, Friederike Schneemann, Horst-Michael Gross
2013SMCPeople Tracking on a Mobile Companion Robot.Michael Volkhardt, Christoph Weinrich, Horst-Michael Gross
2013SMCAppearance-Based 3D Upper-Body Pose Estimation and Person Re-identification on Mobile Robots.Christoph Weinrich, Michael Volkhardt, Horst-Michael Gross
2012AVSSView Invariant Appearance-Based Person Reidentification Using Fast Online Feature Selection and Score Level Fusion.Markus Eisenbach, Alexander Kolarow, Konrad Schenk, Klaus Debes, Horst-Michael Gross
2012AVSSAutomatic Calibration of Multiple Stationary Laser Range Finders Using Trajectories.Konrad Schenk, Alexander Kolarow, Markus Eisenbach, Klaus Debes, Horst-Michael Gross
2012IROSMIRA - middleware for robotic applications.Erik Einhorn, Tim Langner, Ronny Stricker, Christian Martin, Horst-Michael Gross
2012IROSI'll keep you in sight: Finding a good position to observe a person.Jens Kessler, Daniel Iser, Horst-Michael Gross
2012IROSVision-based hyper-real-time object tracker for robotic applications.Alexander Kolarow, Michael Brauckmann, Markus Eisenbach, Konrad Schenk, Erik Einhorn, Klaus Debes, Horst-Michael Gross
2012IROSAutomatic calibration of a stationary network of laser range finders by matching movement trajectories.Konrad Schenk, Alexander Kolarow, Markus Eisenbach, Klaus Debes, Horst-Michael Gross
2012IROSEstimation of human upper body orientation for mobile robotics using an SVM decision tree on monocular images.Christoph Weinrich, Christian Vollmer, Horst-Michael Gross
2012KIAvoiding Moving Persons by Using Simple Trajectory Prediction and Spatio Temporal Planning.Jens Kessler, Jrgen Strobel, Horst-Michael Gross
2012KIModeling Human Motion Trajectories by Sparse Activation of Motion Primitives Learned from Unpartitioned Data.Christian Vollmer, Julian Eggert, Horst-Michael Gross
2012SMCFurther progress towards a home robot companion for people with mild cognitive impairment.Horst-Michael Gross, Ch. Schroeter, Steffen Mller, Michael Volkhardt, Erik Einhorn, Andreas Bley, Tim Langner, Matthias Merten, Claire A. G. J. Huijnen, Herjan van den Heuvel, Andreas van Berlo
2012RO-MANInteractive mobile robots guiding visitors in a university building.Ronny Stricker, Steffen Mller, Erik Einhorn, Christof Schrter, Michael Volkhardt, Klaus Debes, Horst-Michael Gross
2011ICANNWeighted Mutual Information for Feature Selection.Erik Schaffernicht, Horst-Michael Gross
2011ICRAFinding the adequate resolution for grid mapping - Cell sizes locally adapting on-the-fly.Erik Einhorn, Christof Schrter, Horst-Michael Gross
2011IROSProgress in developing a socially assistive mobile home robot companion for the elderly with mild cognitive impairment.Horst-Michael Gross, Christof Schrter, Steffen Mller, Michael Volkhardt, Erik Einhorn, Andreas Bley, Christian Martin, Tim Langner, Matthias Merten
2011KIComparison of Laser-Based Person Tracking at Feet and Upper-Body Height.Konrad Schenk, Markus Eisenbach, Alexander Kolarow, Horst-Michael Gross
2011SMCI'll keep an eye on you: Home robot companion for elderly people with cognitive impairment.Horst-Michael Gross, Christof Schrter, Steffen Mller, Michael Volkhardt, Erik Einhorn, Andreas Bley, Tim Langner, Christian Martin, Matthias Merten
2010ICANNOn Estimating Mutual Information for Feature Selection.Erik Schaffernicht, Robert Kaltenhaeuser, Saurabh Shekhar Verma, Horst-Michael Gross
2010ICANNReinforcement Learning Based Neural Controllers for Dynamic Processes without Exploration.Frank-Florian Steege, Andr Hartmann, Erik Schaffernicht, Horst-Michael Gross
2010ICANNExploring Continuous Action Spaces with Diffusion Trees for Reinforcement Learning.Christian Vollmer, Erik Schaffernicht, Horst-Michael Gross
2010IROSCan't take my eye off you: Attention-driven monocular obstacle detection and 3D mapping.Erik Einhorn, Christof Schrter, Horst-Michael Gross
2009ESANNForward feature selection using Residual Mutual Information.Erik Schaffernicht, Christoph Mller, Klaus Debes, Horst-Michael Gross
2009ICANNBasis Decomposition of Motion Trajectories Using Spatio-temporal NMF.Sven Hellbach, Julian Eggert, Edgar Krner, Horst-Michael Gross
2009ICANNAdaptive Feature Transformation for Image Data from Non-stationary Processes.Erik Schaffernicht, Volker Stephan, Horst-Michael Gross
2009IROSTOOMAS: Interactive Shopping Guide robots in everyday use - final implementation and experiences from long-term field trials.Horst-Michael Gross, Hans-Joachim Boehme, Christof Schrter, Steffen Mller, Alexander Koenig, Erik Einhorn, Christian Martin, Matthias Merten, Andreas Bley
2009ICRAAutonomous robot cameraman - Observation pose optimization for a mobile service robot in indoor living space.Christof Schrter, Matthias Hoechemer, Steffen Mller, Horst-Michael Gross
2009ICVSIncreasing the Robustness of 2D Active Appearance Models for Real-World Applications.Ronny Stricker, Christian Martin, Horst-Michael Gross
2009KIPrediction and Classification of Motion Trajectories Using Spatio-Temporal NMF.Julian Eggert, Sven Hellbach, Alexander Kolarow, Edgar Krner, Horst-Michael Gross
2009KIMachine Learning Techniques for Selforganizing Combustion Control.Erik Schaffernicht, Volker Stephan, Klaus Debes, Horst-Michael Gross
2009KIMaximum a Posteriori Estimation of Dynamically Changing Distributions.Michael Volkhardt, Sren Kalesse, Steffen Mller, Horst-Michael Gross
2008ICANNEcho State Networks for Online Prediction of Movement Data - Comparing Investigations.Sven Hellbach, Sren Strauss, Julian Eggert, Edgar Krner, Horst-Michael Gross
2008ICONIPTime Series Analysis for Long Term Prediction of Human Movement Trajectories.Sven Hellbach, Julian Eggert, Edgar Krner, Horst-Michael Gross
2008ICONIPA Vector Quantization Approach for Life-Long Learning of Categories.Stephan Kirstein, Heiko Wersing, Horst-Michael Gross, Edgar Krner
2008ICONIPAn Integrated System for Incremental Learning of Multiple Visual Categories.Stephan Kirstein, Heiko Wersing, Horst-Michael Gross, Edgar Krner
2008IROSA graph matching technique for an appearance-based, visual SLAM-approach using Rao-Blackwellized Particle Filters.Alexander Koenig, Jens Kessler, Horst-Michael Gross
2008IROSA sensor-independent approach to RBPF SLAM - Map Match SLAM applied to visual mapping.Christof Schrter, Horst-Michael Gross
2008SMCShopBot: Progress in developing an interactive mobile shopping assistant for everyday use.Horst-Michael Gross, Hans-Joachim Bhme, Christof Schrter, Steffen Mller, Alexander Knig, Christian Martin, Matthias Merten, Andreas Bley
2008RO-MANWhom to talk to? Estimating user interest from movement trajectories.Steffen Mller, Sven Hellbach, Erik Schaffernicht, Antje Ober, Andrea Scheidig, Horst-Michael Gross
2007ICRAAdaptive Noise Reduction and Voice Activity Detection for improved Verbal Human-Robot Interaction using Binaural Data.Robert Brckmann, Andrea Scheidig, Horst-Michael Gross
2006IJCNNProbabilistic Multi-modal People Tracker and Monocular Pointing Pose Estimator for Visual Instruction of Mobile Robot Assistants.Horst-Michael Gross, Jan Richarz, Steffen Mller, Andrea Scheidig, Christian Martin
2006RO-MANThere You Go! - Estimating Pointing Gestures In Monocular Images For Mobile Robot Instruction.Jan Richarz, Christian Martin, Andrea Scheidig, Horst-Michael Gross
2006RO-MANGenerating Persons Movement Trajectories on a Mobile Robot.Andrea Scheidig, Steffen Mller, Christian Martin, Horst-Michael Gross
2005ICANNNeural Architecture for Concurrent Map Building and Localization Using Adaptive Appearance Maps.Steffen Mller, Alexander Koenig, Horst-Michael Gross
2005ICANNClassification of Face Images for Gender, Age, Facial Expression, and Identity.Torsten Wilhelm, Hans-Joachim Bhme, Horst-Michael Gross
2005KIA Probabilistic Multimodal Sensor Aggregation Scheme Applied for a Mobile Robot.Erik Schaffernicht, Christian Martin, Andrea Scheidig, Horst-Michael Gross
2005SMCOmniview-based concurrent map building and localization using adaptive appearance maps.Horst-Michael Gross, Alexander Knig, Steffen Mller
2004ICPRRobust Omniview-based Probabilistic Self-Localization for Mobile Robots in Large Maze-like Environments.Horst-Michael Gross, Alexander Koenig
2004IJCNNDesign and optimization of Amari neural fields for early auditory-visual integration.Carsten Schauer, Horst-Michael Gross
2004SMCConception and realization of a multi-sensory interactive mobile office guide.Christian Martin, Hans-Joachim Bhme, Horst-Michael Gross
2004SMCRobust map building for an autonomous robot using low-cost sensors.Christof Schrter, Hans-Joachim Bhme, Horst-Michael Gross
2004SMCStatistical and neural methods for vision-based analysis of facial expressions and gender.Torsten Wilhelm, Hans-Joachim Bhme, Horst-Michael Gross, Andreas Backhaus
2003ICMITowards an attentive robotic dialog partner.Torsten Wilhelm, Hans-Joachim Bhme, Horst-Michael Gross
2003IROSOmnivision-based probabilistic self-localization for a mobile shopping assistant continued.Horst-Michael Gross, Alexander Koenig, Christof Schrter, Hans-Joachim Bhme
2002IROSVision-based Monte Carlo self-localization for a mobile service robot acting as shopping assistant in a home store.Horst-Michael Gross, Alexander Knig, Hans-Joachim Bhme, Christof Schrter
2001ICANNAnticipation-Based Control Architecture for a Mobile Robot.Andrea Heinze, Horst-Michael Gross
2001ICANNA Model of Horizontal 360° Object Localization Based on Binaural Hearing and Monocular Vision.Carsten Schauer, Horst-Michael Gross
2001ICANNNeural Architecture for Mental Imaging of Sequences Based on Optical Flow Predictions.Volker Stephan, Horst-Michael Gross
2001SMCContribution to vision-based localization, tracking and navigation methods for an interactive mobile service-robot.Horst-Michael Gross, Hans-Joachim Boehme, Torsten Wilhelm
2001SMCNeural anticipative architecture for expectation driven perception.Volker Stephan, Horst-Michael Gross
2000ICASSPImplementation and comparison of three architectures for gesture recognition.Andrea Corradini, Horst-Michael Gross
2000ICASSPBinaural sound localization in an artificial neural network.Carsten Schauer, Thomas Zahn, Peter Paschke, Horst-Michael Gross
2000IJCNNCamera-Based Gesture Recognition for Robot Control.Andrea Corradini, Horst-Michael Gross
2000IJCNNA Reinforcement Learning Based Neural Multi-Agent-System for Control of a Combustion Process.Volker Stephan, Klaus Debes, Horst-Michael Gross, F. Wintrich, H. Wintrich
2000IJCNNFast and Robust Prediction of Optical Flow Field Sequences for Visuomotor Anticipation.Volker Stephan, Torsten Winkler, Horst-Michael Gross
2000SMCPERSES-a vision-based interactive mobile shopping assistant.Horst-Michael Gross, Hans-Joachim Boehme
1999ESANNVisual-based posture recognition using hybrid neural networks.Andrea Corradini, Hans-Joachim Bhme, Horst-Michael Gross
1998ESANNPerception and action selection by anticipation of sensorimotor consequences.Torsten Seiler, Volker Stephan, Horst-Michael Gross
1998MVAContour-Based Person Localizaion by 3D Neural Fields and Steerable Filters.Andrea Corradini, Ulf-Dietrich Braumann, Hans-Joachim Bhme, Horst-Michael Gross
1997ICANNObject Selection with Dynamic Neural Maps.Fred Henrik Hamker, Horst-Michael Gross
1995ESANNAn episodic knowledge base for object understanding.Ulf-Dietrich Braumann, Hans-Joachim Bhme, Horst-Michael Gross