Publications
44 publications from 2003 to 2011: three journal articles, 30 conference and workshop papers, five books and book chapters, three theses, a patent and two magazine articles.
More than 2,000 citations according to Semantic Scholar. All entries as a single BibTeX file.
2011
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6-DoF Model-based Tracking of Arbitrarily Shaped 3D Objects
IEEE International Conference on Robotics and Automation (ICRA), Shanghai, China, pp. 5204–5209.
@inproceedings{Azad2011, author = {P. Azad and D. Münch and T. Asfour and R. Dillmann}, title = {6-DoF Model-based Tracking of Arbitrarily Shaped 3D Objects}, booktitle = {IEEE International Conference on Robotics and Automation (ICRA)}, year = {2011}, pages = {5204--5209}, doi = {10.1109/ICRA.2011.5979950} } -
From Sensorimotor Primitives to Manipulation and Imitation Strategies in Humanoid Robots
Robotics Research: International Symposium on Robotics Research (ISRR 2009), Springer Tracts in Advanced Robotics, Springer, pp. 363–378.
@inproceedings{Asfour2011, author = {T. Asfour and M. Do and K. Welke and A. Bierbaum and P. Azad and N. Vahrenkamp and S. Gärtner and A. Ude and R. Dillmann}, title = {From Sensorimotor Primitives to Manipulation and Imitation Strategies in Humanoid Robots}, booktitle = {Robotics Research: International Symposium on Robotics Research (ISRR 2009)}, series = {Springer Tracts in Advanced Robotics}, publisher = {Springer}, year = {2011}, pages = {363--378}, doi = {10.1007/978-3-642-19457-3_22} }
2010
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Advances in Robot Programming by Demonstration
KI – Künstliche Intelligenz, vol. 24, no. 4, pp. 295–303.
@article{Dillmann2010, author = {R. Dillmann and T. Asfour and M. Do and R. Jäkel and A. Kasper and P. Azad and A. Ude and S. R. Schmidt-Rohr and M. Lösch}, title = {Advances in Robot Programming by Demonstration}, journal = {KI -- Künstliche Intelligenz}, year = {2010}, volume = {24}, number = {4}, pages = {295--303}, doi = {10.1007/s13218-010-0060-0} }
2009
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Combining Harris Interest Points and the SIFT Descriptor for Fast Scale-Invariant Object Recognition
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), St. Louis, USA, pp. 4275–4280.
@inproceedings{Azad2009, author = {P. Azad and T. Asfour and R. Dillmann}, title = {Combining Harris Interest Points and the SIFT Descriptor for Fast Scale-Invariant Object Recognition}, booktitle = {IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)}, year = {2009}, pages = {4275--4280}, doi = {10.1109/IROS.2009.5354611} } -
Accurate Shape-based 6-DoF Pose Estimation of Single-colored Objects
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), St. Louis, USA, pp. 2690–2695.
@inproceedings{Azad2009a, author = {P. Azad and T. Asfour and R. Dillmann}, title = {Accurate Shape-based 6-DoF Pose Estimation of Single-colored Objects}, booktitle = {IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)}, year = {2009}, pages = {2690--2695}, doi = {10.1109/IROS.2009.5354606} } -
Stereo-based vs. Monocular 6-DoF Pose Estimation using Point Features: A Quantitative Comparison
Autonome Mobile Systeme (AMS), Karlsruhe, Germany, pp. 41–48.
@inproceedings{Azad2009b, author = {P. Azad and T. Asfour and R. Dillmann}, title = {Stereo-based vs. Monocular 6-DoF Pose Estimation using Point Features: A Quantitative Comparison}, booktitle = {Autonome Mobile Systeme (AMS)}, year = {2009}, pages = {41--48}, doi = {10.1007/978-3-642-10284-4_6} } -
Grasp Recognition and Mapping on Humanoid Robots
IEEE/RAS International Conference on Humanoid Robots (Humanoids), Paris, France, pp. 465–471.
@inproceedings{Do2009, author = {M. Do and J. Romero and H. Kjellström and P. Azad and T. Asfour and D. Kragic and R. Dillmann}, title = {Grasp Recognition and Mapping on Humanoid Robots}, booktitle = {IEEE/RAS International Conference on Humanoid Robots (Humanoids)}, year = {2009}, pages = {465--471}, doi = {10.1109/ICHR.2009.5379538} } -
Markerless Human Motion Tracking with a Flexible Model and Appearance Learning
IEEE International Conference on Robotics and Automation (ICRA), Kobe, Japan, pp. 3173–3179.
@inproceedings{Hecht2009, author = {F. Hecht and P. Azad and R. Dillmann}, title = {Markerless Human Motion Tracking with a Flexible Model and Appearance Learning}, booktitle = {IEEE International Conference on Robotics and Automation (ICRA)}, year = {2009}, pages = {3173--3179}, doi = {10.1109/ROBOT.2009.5152494} } -
Automatic Classification of Minimally Invasive Instruments based on Endoscopic Image Sequences
SPIE Medical Imaging, Lake Buena Vista, USA, Proc. SPIE vol. 7261, 72610A.
@inproceedings{Speidel2009, author = {S. Speidel and J. Benzko and S. Krappe and G. Sudra and P. Azad and B. P. Müller-Stich and C. N. Gutt and R. Dillmann}, title = {Automatic Classification of Minimally Invasive Instruments based on Endoscopic Image Sequences}, booktitle = {SPIE Medical Imaging}, year = {2009}, volume = {7261}, doi = {10.1117/12.811112} } -
Visual Perception for Manipulation and Imitation in Humanoid Robots
Cognitive Systems Monographs, vol. 4, Springer, Berlin, Germany.
@book{Azad2009c, author = {P. Azad}, title = {Visual Perception for Manipulation and Imitation in Humanoid Robots}, series = {Cognitive Systems Monographs}, publisher = {Springer}, year = {2009}, volume = {4}, edition = {1}, doi = {10.1007/978-3-642-04229-4} }
2008
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Visual Perception for Manipulation and Imitation in Humanoid Robots
PhD thesis, Universität Karlsruhe (TH), Karlsruhe, Germany.
@phdthesis{Azad2008, author = {P. Azad}, title = {Visual Perception for Manipulation and Imitation in Humanoid Robots}, school = {Universität Karlsruhe (TH)}, year = {2008}, doi = {10.5445/IR/1000011294} } -
Robust Real-time Stereo-based Markerless Human Motion Capture
IEEE/RAS International Conference on Humanoid Robots (Humanoids), Daejeon, Korea, pp. 700–707.
@inproceedings{Azad2008a, author = {P. Azad and T. Asfour and R. Dillmann}, title = {Robust Real-time Stereo-based Markerless Human Motion Capture}, booktitle = {IEEE/RAS International Conference on Humanoid Robots (Humanoids)}, year = {2008}, pages = {700--707}, doi = {10.1109/ICHR.2008.4755975} } -
Imitation of Human Motion on a Humanoid Robot using Nonlinear Optimization
IEEE/RAS International Conference on Humanoid Robots (Humanoids), Daejeon, Korea, pp. 545–552.
@inproceedings{Do2008, author = {M. Do and P. Azad and T. Asfour and R. Dillmann}, title = {Imitation of Human Motion on a Humanoid Robot using Nonlinear Optimization}, booktitle = {IEEE/RAS International Conference on Humanoid Robots (Humanoids)}, year = {2008}, pages = {545--552}, doi = {10.1109/ICHR.2008.4756029} } -
Visual Servoing for Humanoid Grasping and Manipulation Tasks
IEEE/RAS International Conference on Humanoid Robots (Humanoids), Daejeon, Korea, pp. 406–412.
@inproceedings{Vahrenkamp2008a, author = {N. Vahrenkamp and S. Wieland and P. Azad and D. Gonzalez and T. Asfour and R. Dillmann}, title = {Visual Servoing for Humanoid Grasping and Manipulation Tasks}, booktitle = {IEEE/RAS International Conference on Humanoid Robots (Humanoids)}, year = {2008}, pages = {406--412}, doi = {10.1109/ICHR.2008.4755985} } -
The Karlsruhe Humanoid Head
IEEE/RAS International Conference on Humanoid Robots (Humanoids), Daejeon, Korea, pp. 447–453.
@inproceedings{Asfour2008c, author = {T. Asfour and K. Welke and P. Azad and A. Ude and R. Dillmann}, title = {The Karlsruhe Humanoid Head}, booktitle = {IEEE/RAS International Conference on Humanoid Robots (Humanoids)}, year = {2008}, pages = {447--453}, doi = {10.1109/ICHR.2008.4755993} } -
Imitation Learning of Dual-Arm Manipulation Tasks in Humanoid Robots
International Journal of Humanoid Robotics, vol. 5, no. 2, pp. 183–202.
@article{Asfour2008a, author = {T. Asfour and P. Azad and F. Gyarfas and R. Dillmann}, title = {Imitation Learning of Dual-Arm Manipulation Tasks in Humanoid Robots}, journal = {International Journal of Humanoid Robotics}, year = {2008}, volume = {5}, number = {2}, pages = {183--202}, doi = {10.1142/S0219843608001431} } -
Toward Humanoid Manipulation in Human-Centred Environments
Robotics and Autonomous Systems, vol. 56, no. 1, pp. 54–65.
@article{Asfour2008b, author = {T. Asfour and P. Azad and N. Vahrenkamp and K. Regenstein and A. Bierbaum and K. Welke and J. Schröder and R. Dillmann}, title = {Toward Humanoid Manipulation in Human-Centred Environments}, journal = {Robotics and Autonomous Systems}, year = {2008}, volume = {56}, number = {1}, pages = {54--65}, doi = {10.1016/j.robot.2007.09.013} } -
Perceiving Objects and Movements to Generate Actions on a Humanoid Robot
Unifying Perspectives in Computational and Robot Vision, Lecture Notes in Electrical Engineering, vol. 8, Springer, pp. 41–55.
@incollection{Asfour2008d, author = {T. Asfour and K. Welke and A. Ude and P. Azad and R. Dillmann}, title = {Perceiving Objects and Movements to Generate Actions on a Humanoid Robot}, booktitle = {Unifying Perspectives in Computational and Robot Vision}, series = {Lecture Notes in Electrical Engineering}, publisher = {Springer}, year = {2008}, volume = {8}, pages = {41--55}, doi = {10.1007/978-0-387-75523-6_4} } -
Computer Vision — Principles and Practice
Elektor International Media BV, Netherlands.
@book{Azad2008b, author = {P. Azad and T. Gockel and R. Dillmann}, title = {Computer Vision -- Principles and Practice}, publisher = {Elektor International Media BV}, year = {2008} } -
Gesichtskontrolle — Biometrie per Webcam selbstgemacht
c't Magazin für Computer Technik, vol. 13, pp. 168–175.
@article{Azad2008c, author = {P. Azad and T. Gockel and R. Dillmann}, title = {Gesichtskontrolle -- Biometrie per Webcam selbstgemacht}, journal = {c't Magazin für Computer Technik}, year = {2008}, volume = {13}, pages = {168--175} }
2007
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Stereo-based 6D Object Localization for Grasping with Humanoid Robot Systems
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), San Diego, USA, pp. 919–924.
@inproceedings{Azad2007, author = {P. Azad and T. Asfour and R. Dillmann}, title = {Stereo-based 6D Object Localization for Grasping with Humanoid Robot Systems}, booktitle = {IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)}, year = {2007}, pages = {919--924}, doi = {10.1109/IROS.2007.4399135} } -
Stereo-based Markerless Human Motion Capture for Humanoid Robot Systems
IEEE International Conference on Robotics and Automation (ICRA), Rome, Italy, pp. 3951–3956.
@inproceedings{Azad2007b, author = {P. Azad and A. Ude and T. Asfour and R. Dillmann}, title = {Stereo-based Markerless Human Motion Capture for Humanoid Robot Systems}, booktitle = {IEEE International Conference on Robotics and Automation (ICRA)}, year = {2007}, pages = {3951--3956}, doi = {10.1109/ROBOT.2007.364085} } -
Toward an Unified Representation for Imitation of Human Motion on Humanoids
IEEE International Conference on Robotics and Automation (ICRA), Rome, Italy, pp. 2558–2563.
@inproceedings{Azad2007c, author = {P. Azad and T. Asfour and R. Dillmann}, title = {Toward an Unified Representation for Imitation of Human Motion on Humanoids}, booktitle = {IEEE International Conference on Robotics and Automation (ICRA)}, year = {2007}, pages = {2558--2563}, doi = {10.1109/ROBOT.2007.363850} } -
Computer Vision — Das Praxisbuch
Elektor-Verlag, Germany.
@book{Azad2007a, author = {P. Azad and T. Gockel and R. Dillmann}, title = {Computer Vision -- Das Praxisbuch}, publisher = {Elektor-Verlag}, year = {2007} }
2006
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Combining Appearance-based and Model-based Methods for Real-Time Object Recognition and 6D Localization
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Beijing, China, pp. 5339–5344.
@inproceedings{Azad2006, author = {P. Azad and T. Asfour and R. Dillmann}, title = {Combining Appearance-based and Model-based Methods for Real-Time Object Recognition and 6D Localization}, booktitle = {IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)}, year = {2006}, pages = {5339--5344}, doi = {10.1109/IROS.2006.282094} } -
Image-based Markerless 3D Human Motion Capture using Multiple Cues
International Workshop on Vision Based Human-Robot Interaction, Palermo, Italy.
@inproceedings{Azad2006a, author = {P. Azad and A. Ude and T. Asfour and G. Cheng and R. Dillmann}, title = {Image-based Markerless 3D Human Motion Capture using Multiple Cues}, booktitle = {International Workshop on Vision Based Human-Robot Interaction}, year = {2006} } -
Fast and Robust Feature-based Recognition of Multiple Objects
IEEE/RAS International Conference on Humanoid Robots (Humanoids), Genova, Italy, pp. 264–269.
@inproceedings{Welke2006, author = {K. Welke and P. Azad and R. Dillmann}, title = {Fast and Robust Feature-based Recognition of Multiple Objects}, booktitle = {IEEE/RAS International Conference on Humanoid Robots (Humanoids)}, year = {2006}, pages = {264--269}, doi = {10.1109/ICHR.2006.321395} } -
Unconstrained Real-time Markerless Hand Tracking for Humanoid Interaction
IEEE/RAS International Conference on Humanoid Robots (Humanoids), Genova, Italy, pp. 88–93.
@inproceedings{Gumpp2006, author = {T. Gumpp and P. Azad and K. Welke and E. Oztop and R. Dillmann and G. Cheng}, title = {Unconstrained Real-time Markerless Hand Tracking for Humanoid Interaction}, booktitle = {IEEE/RAS International Conference on Humanoid Robots (Humanoids)}, year = {2006}, pages = {88--93}, doi = {10.1109/ICHR.2006.321368} } -
Integrated Grasp Planning and Visual Object Localization For a Humanoid Robot with Five-Fingered Hands
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Beijing, China, pp. 5663–5668.
@inproceedings{Morales2006, author = {A. Morales and T. Asfour and P. Azad and S. Knoop and R. Dillmann}, title = {Integrated Grasp Planning and Visual Object Localization For a Humanoid Robot with Five-Fingered Hands}, booktitle = {IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)}, year = {2006}, pages = {5663--5668}, doi = {10.1109/IROS.2006.282367} } -
An Anthropomorphic Grasping Approach for an Assistant Humanoid Robot
International Symposium on Robotics (ISR), Munich, Germany.
@inproceedings{Morales2006a, author = {A. Morales and P. Azad and T. Asfour and D. Kraft and S. Knoop and R. Dillmann and A. Kargov and C. Pylatiuk and S. Schulz}, title = {An Anthropomorphic Grasping Approach for an Assistant Humanoid Robot}, booktitle = {International Symposium on Robotics (ISR)}, year = {2006} } -
Imitation Learning of Dual-Arm Manipulation Tasks in Humanoid Robots
IEEE/RAS International Conference on Humanoid Robots (Humanoids), Genova, Italy, pp. 40–47.
@inproceedings{Asfour2006, author = {T. Asfour and F. Gyarfas and P. Azad and R. Dillmann}, title = {Imitation Learning of Dual-Arm Manipulation Tasks in Humanoid Robots}, booktitle = {IEEE/RAS International Conference on Humanoid Robots (Humanoids)}, year = {2006}, pages = {40--47}, doi = {10.1109/ICHR.2006.321361} } -
ARMAR-III: An Integrated Humanoid Platform for Sensory-Motor Control
IEEE/RAS International Conference on Humanoid Robots (Humanoids), Genova, Italy, pp. 169–175.
@inproceedings{Asfour2006b, author = {T. Asfour and K. Regenstein and P. Azad and J. Schröder and A. Bierbaum and N. Vahrenkamp and R. Dillmann}, title = {ARMAR-III: An Integrated Humanoid Platform for Sensory-Motor Control}, booktitle = {IEEE/RAS International Conference on Humanoid Robots (Humanoids)}, year = {2006}, pages = {169--175}, doi = {10.1109/ICHR.2006.321380} } -
ARMAR-III: A Humanoid Platform for Perception-Action Integration
2nd International Workshop on Human-Centered Robotic Systems (HCRS), Munich, Germany.
@inproceedings{Asfour2006c, author = {T. Asfour and K. Regenstein and P. Azad and J. Schröder and R. Dillmann}, title = {ARMAR-III: A Humanoid Platform for Perception-Action Integration}, booktitle = {2nd International Workshop on Human-Centered Robotic Systems (HCRS)}, year = {2006} }
2005
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3D Vision Sensing for Grasp Planning: A New, Robust and Affordable Structured Light Approach
IEEE International Conference on Robotics and Automation (ICRA), Barcelona, Spain, pp. 2529–2534.
@inproceedings{Gockel2005, author = {T. Gockel and J. Ahlmann and R. Dillmann and P. Azad}, title = {3D Vision Sensing for Grasp Planning: A New, Robust and Affordable Structured Light Approach}, booktitle = {IEEE International Conference on Robotics and Automation (ICRA)}, year = {2005}, pages = {2529--2534}, doi = {10.1109/ROBOT.2005.1570493} } -
Verfahren zur dynamischen, dreidimensionalen Erfassung und Darstellung einer Oberfläche
Patent DE 103 59 104 B3.
@patent{Gockel2005a, author = {T. Gockel and P. Azad and R. Dillmann}, title = {Verfahren zur dynamischen, dreidimensionalen Erfassung und Darstellung einer Oberfläche}, year = {2005}, number = {DE 103 59 104 B3} } -
Embedded Robotics — Das Praxisbuch
Elektor-Verlag, Germany.
@book{Bierbaum2005, author = {A. Bierbaum and A. Piaseczki and J. Schröder and P. Azad}, title = {Embedded Robotics -- Das Praxisbuch}, publisher = {Elektor-Verlag}, year = {2005} }
2004
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3D Shape Acquisition using a Combined SSD and Least Squares Correlation Approach
International Conference on Information Technology: Coding and Computing (ITCC), Las Vegas, USA, vol. 2, pp. 367–371.
@inproceedings{Azad2004, author = {P. Azad and T. Gockel and R. Dillmann}, title = {3D Shape Acquisition using a Combined SSD and Least Squares Correlation Approach}, booktitle = {International Conference on Information Technology: Coding and Computing (ITCC)}, year = {2004}, volume = {2}, pages = {367--371}, doi = {10.1109/ITCC.2004.1286665} } -
A Full Body Human Motion Capture System using Particle Filtering and On-The-Fly Edge Detection
IEEE/RAS International Conference on Humanoid Robots (Humanoids), Santa Monica, USA, vol. 2, pp. 941–959.
@inproceedings{Azad2004a, author = {P. Azad and A. Ude and R. Dillmann and G. Cheng}, title = {A Full Body Human Motion Capture System using Particle Filtering and On-The-Fly Edge Detection}, booktitle = {IEEE/RAS International Conference on Humanoid Robots (Humanoids)}, year = {2004}, volume = {2}, pages = {941--959}, doi = {10.1109/ICHR.2004.1442696} } -
Calibration Issues for Projector-based 3D-Scanning
International Conference on Shape Modeling and Applications (SMI), Genova, Italy, pp. 367–370.
@inproceedings{Gockel2004, author = {T. Gockel and P. Azad and R. Dillmann}, title = {Calibration Issues for Projector-based 3D-Scanning}, booktitle = {International Conference on Shape Modeling and Applications (SMI)}, year = {2004}, pages = {367--370}, doi = {10.1109/SMI.2004.1314529} } -
3D-Modellerfassung mittels eines innovativen One-Shot-Musterprojektionsverfahrens
3D-NordOst-Workshop, Berlin, Germany.
@inproceedings{Gockel2004a, author = {T. Gockel and P. Azad and R. Dillmann}, title = {3D-Modellerfassung mittels eines innovativen One-Shot-Musterprojektionsverfahrens}, booktitle = {3D-NordOst-Workshop}, year = {2004} }
2003
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Entwicklung eines Projektor-basierten 3D-Scanners für dynamische Szenen
Diploma thesis (Diplomarbeit), Universität Karlsruhe (TH), Karlsruhe, Germany.
@mastersthesis{Azad2003, author = {P. Azad}, title = {Entwicklung eines Projektor-basierten 3D-Scanners für dynamische Szenen}, type = {Diplomarbeit}, school = {Universität Karlsruhe (TH)}, year = {2003} } -
Entwurf, Aufbau und Kalibrierung eines 3D-Laser-Scanners für medizinische Anwendungen
Student research thesis (Studienarbeit), Universität Karlsruhe (TH), Karlsruhe, Germany.
@mastersthesis{Azad2003a, author = {P. Azad}, title = {Entwurf, Aufbau und Kalibrierung eines 3D-Laser-Scanners für medizinische Anwendungen}, type = {Studienarbeit}, school = {Universität Karlsruhe (TH)}, year = {2003} } -
EduKaBot — Aufbau eines edukativen Roboter-Baukastensystems
Autonome Mobile Systeme (AMS), Karlsruhe, Germany, pp. 311–321.
@inproceedings{Gockel2003, author = {T. Gockel and O. Taminé and P. Azad and R. Dillmann}, title = {EduKaBot -- Aufbau eines edukativen Roboter-Baukastensystems}, booktitle = {Autonome Mobile Systeme (AMS)}, year = {2003}, pages = {311--321}, doi = {10.1007/978-3-642-18986-9_32} } -
Flash-Board als Schachcomputer — Deep Evelyn — der Gewinner im Flash-Board-Wettbewerb
Elektor Elektronik & Computertechnik, vol. 422.
@article{Azad2003b, author = {P. Azad and T. Gockel}, title = {Flash-Board als Schachcomputer -- Deep Evelyn -- der Gewinner im Flash-Board-Wettbewerb}, journal = {Elektor Elektronik \& Computertechnik}, year = {2003}, volume = {422} }