Ferenc Bálint-Benczédi

fbalint.jpg
Research Staff

Tel: –49 -421 218 64027
Fax: –49 -421 218 64047
Room: TAB 1.80
Mail: balintbe(at)cs[dot]uni-bremen[dot]de

As of June 2012 I am PhD candidate at the Institute for Artificial Intelligence, University of Bremen, under the supervision of Prof. Michael Beetz. Before joining the group, from September 2011 I was a research assistant at the Intelligent Autonomous Systems Group of the Technical University of Munich, focusing on robotic systems and robotic perception in household environments.

Projects involved in

Teaching

Research Interests

  • Robotic Perception
  • Computer Vision
  • Machine Learning
  • Artificial Intelligence

Publications

Journal Articles and Book Chapters
[1] Jan-Hendrik Worch, Ferenc Bálint-Benczédi, Michael Beetz, "Perception for Everyday Human Robot Interaction", In KI - Künstliche Intelligenz, Springer Berlin-Heidelberg, vol. 30, no. 1, pp. 21-27, 2015. [bib] [pdf] [doi]
[2] Karol Hausman, Dejan Pangercic, Zoltán-Csaba Márton, Ferenc Bálint-Benczédi, Christian Bersch, Megha Gupta, Gaurav Sukhatme, Michael Beetz, "Interactive Segmentation of Textured and Textureless Objects", In Handling Uncertainty and Networked Structure in Robot Control, Springer International Publishing, Cham, pp. 237-262, 2015. [bib] [pdf] [doi]
[3] Michael Beetz, Ferenc Bálint-Benczédi, Nico Blodow, Christian Kerl, Zoltán-Csaba Márton, Daniel Nyga, Florian Seidel, Thiemo Wiedemeyer, Jan-Hendrik Worch, "RoboSherlock: Unstructured Information Processing Framework for Robotic Perception", In Handling Uncertainty and Networked Structure in Robot Control, Springer International Publishing, Cham, pp. 181-208, 2015. [bib] [pdf] [doi]
[4] Zoltan-Csaba Marton, Ferenc Balint-Benczedi, Oscar Martines Mozos, Nico Blodow, Asako Kanezaki, Lucian-Cosmin Goron, Dejan Pangercic, Michael Beetz, "Part-Based Geometric Categorization and Object Reconstruction in Cluttered Table-Top Scenes", In Journal of Intelligent and Robotic Systems, Springer Netherlands, pp. 1-22, 2014. [bib] [pdf] [doi]
[5] Zoltan-Csaba Marton, Florian Seidel, Ferenc Balint-Benczedi, Michael Beetz, "Ensembles of Strong Learners for Multi-cue Classification", In Pattern Recognition Letters (PRL), Special Issue on Scene Understandings and Behaviours Analysis, 2012. [bib] [pdf]
Conference Papers
[6] J. Winkler, F. Bálint-Benczédi, T. Fromm, C. A. Müller, N. Vaskevicius, A. Birk, M. Beetz, "Knowledge-Enabled Robotic Agents for Shelf Replenishment in Cluttered Retail Environments", In Proceedings of the 15th International Conference on Autonomous Agents and Multiagent Systems (AAMAS), Singapore, 2016. [bib]
[7] Michael Beetz, Daniel Beßler, Jan Winkler, Jan-H. Worch, Ferenc Balint-Benczedi, Georg Bartels, Aude Billard, Asil K. Bozcuoglu, Zhou Fang, Nadia Figueroa, Andrei Haidu, Hagen Langer, Alexis Maldonado, Ana-Lucia Pais, Moritz. Tenorth, Thiemo Wiedemeyer, "Open Robotics Research Using Web-based Knowledge Services", In International Conference on Robotics and Automation (ICRA), Stockholm, Sweden, 2016. [bib] [pdf]
[8] Ferenc Balint-Benczedi, Patrick Mania, Michael Beetz, "Scaling Perception Towards Autonomous Object Manipulation --- In Knowledge Lies the Power", In International Conference on Robotics and Automation (ICRA), Stockholm, Sweden, 2016. [bib] [pdf]
[9] Jan Winkler, Ferenc Balint-Benczedi, Thiemo Wiedemeyer, Michael Beetz, Narunas Vaskevicius, Christian A. Mueller, Tobias Fromm, Andreas Birk, "Knowledge-Enabled Robotic Agents for Shelf Replenishment in Cluttered Retail Environments: (Extended Abstract)", In Proceedings of the 2016 International Conference on Autonomous Agents &\38; Multiagent Systems, International Foundation for Autonomous Agents and Multiagent Systems, Richland, SC, pp. 1421-1422, 2016. [bib] [pdf]
[10] Gheorghe Lisca, Daniel Nyga, Ferenc Bálint-Benczédi, Hagen Langer, Michael Beetz, "Towards Robots Conducting Chemical Experiments", In IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Hamburg, Germany, 2015. [bib] [pdf]
[11] Michael Beetz, Georg Bartels, Alin Albu-Schäffer, Ferenc Bálint-Benczédi, Rico Belder, Daniel Beßler, Sami Haddadin, Alexis Maldonado, Nico Mansfeld, Thiemo Wiedemeyer, Roman Weitschat, Jan-Hendrik Worch, "Robotic Agents Capable of Natural and Safe Physical Interaction with Human Co-workers", In IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Hamburg, Germany, 2015. [bib] [pdf]
[12] Michael Beetz, Ferenc Balint-Benczedi, Nico Blodow, Daniel Nyga, Thiemo Wiedemeyer, Zoltan-Csaba Marton, "RoboSherlock: Unstructured Information Processing for Robot Perception", In IEEE International Conference on Robotics and Automation (ICRA), Seattle, Washington, USA, 2015. Best Service Robotics Paper Award [bib] [pdf]
[13] Thiemo Wiedemeyer, Ferenc Balint-Benczedi, Michael Beetz, "Pervasive 'Calm' Perception for Autonomous Robotic Agents", In Proceedings of the 2015 International Conference on Autonomous Agents and Multiagen Systems, ACM, Istanbul, Turkey, 2015. [bib] [pdf]
[14] Daniel Nyga, Ferenc Balint-Benczedi, Michael Beetz, "PR2 Looking at Things: Ensemble Learning for Unstructured Information Processing with Markov Logic Networks", In IEEE International Conference on Robotics and Automation (ICRA), Hong Kong, China, 2014. [bib] [pdf]
[15] Moritz Tenorth, Stefan Profanter, Ferenc Balint-Benczedi, Michael Beetz, "Decomposing CAD Models of Objects of Daily Use and Reasoning about their Functional Parts", In IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Tokyo Big Sight, Japan, pp. 5943-5949, 2013. [bib] [pdf]
[16] Karol Hausman, Ferenc Balint-Benczedi, Dejan Pangercic, Zoltan-Csaba Marton, Ryohei Ueda, Kei Okada, Michael Beetz, "Tracking-based Interactive Segmentation of Textureless Objects", In IEEE International Conference on Robotics and Automation (ICRA), Karlsruhe, Germany, 2013. [bib]
[17] Zoltan-Csaba Marton, Ferenc Balint-Benczedi, Florian Seidel, Lucian Cosmin Goron, Michael Beetz, "Object Categorization in Clutter using Additive Features and Hashing of Part-graph Descriptors", In Proceedings of Spatial Cognition (SC), Abbey Kloster Seeon, Germany, 2012. [bib] [pdf]
[18] Ferenc Balint-Benczedi, Zoltan-Csaba Marton, Michael Beetz, "Efficient Part-Graph Hashes for Object Categorization", In 5th International Conference on Cognitive Systems (CogSys), 2012. [bib]
Workshop Papers
[19] Ferenc Balint-Benczedi, Thiemo Wiedemeyer, Moritz Tenorth, Daniel Beßler, Michael Beetz, "A Knowledge-Based Approach to Robotic Perception using Unstructured Information Management", In Proceedings of the 14th International Conference on Autonomous Agents and Multiagent Systems (AAMAS), Istanbul, Turkey, 2015. [bib]
[20] Zoltan-Csaba Marton, Ferenc Balint-Benczedi, Oscar Martinez Mozos, Dejan Pangercic, Michael Beetz, "Incremental Object Categorization in Clutter", In 2nd Workshop on Robots in Clutter, in conjunction with RSS2013, Berlin,Germany, 2013. [bib]
[21] Lucian Cosmin Goron, Ferenc Balint-Benczedi, Zoltan-Csaba Marton, Michael Beetz, "Incremental Modeling and Object Classification based on the Segmentation from Cluttered Settings", In Workshop on Low Cost 3D Sensors, Algorithms and Application, Berlin,Germany, 2012. [bib]
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