Human – robot interaction review and challenges on task planning and programming
Abstract
The wide interest of research and industry in the human–robot interaction (HRI) related topics is proportional to the increased productivity and flexibility of the production lines, as it combines human and robot capabilities. This paper presents a review of recent research and progress on HRI, related to task planning/coordination and programming with emphasis on the manufacturing/production environment. Human–robot task allocation and scheduling, metrics for HRI, as well as the social aspects are reviewed. The role of digital human modelling systems for human–robot task planning related issues is also discussed. The process of learning by demonstration as well as the instructive systems is reviewed, focussing mainly on programming through visual guidance and imitation, voice commands and haptic interaction. The aspect of physical HRI as well as the safety related issues are also discussed. Additionally, a survey on multimodal communication frameworks is presented. Challenges encountered and directions for future research are discussed.
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LaValle, S. (2006) · Cambridge University Press eBooks · doi:10.1017/cbo9780511546877 · Cited by 4,004 · see citing works
Vision-based hand pose estimation: A review
Erol, A., Bebis, G. N., Nicolescu, M., Boyle, R. D., & Twombly, X. (2007) · Computer Vision and Image Understanding · doi:10.1016/j.cviu.2006.10.012 · Cited by 866 · see citing works
Cooperation of human and machines in assembly lines
Krüger, J., Lien, T. K., & Verl, A. W. (2009) · CIRP Annals · doi:10.1016/j.cirp.2009.09.009 · Cited by 846 · see citing works
An atlas of physical human–robot interaction
Santis, A. D., Siciliano, B., Luca, A. D., & Bicchi, A. (2007) · Mechanism and Machine Theory · doi:10.1016/j.mechmachtheory.2007.03.003 · Cited by 825 · see citing works
Common metrics for human-robot interaction
Steinfeld, A. M., Fong, T., KABER, D. B., Lewis, M., Scholtz, J. C., Schultz, A. C., & Goodrich, M. A. (2006) · ACM/IEEE International Conference on Human-Robot Interaction (HRI) · doi:10.1145/1121241.1121249 · Cited by 771 · see citing works
Human-aware robot navigation: A survey
Kruse, T., Pandey, A. K., Alami, R., & Kirsch, A. (2013) · Robotics and Autonomous Systems · doi:10.1016/j.robot.2013.05.007 · Cited by 750 · see citing works
Parasuraman, R., Sheridan, T., & Wickens, C. (2008) · Journal of Cognitive Engineering and Decision Making · doi:10.1518/155534308x284417 · Cited by 729 · see citing works
Review Article Tactile sensing for mechatronics—a state of the art survey
Lee, M. H., & Nicholls, H. R. (1999) · Mechatronics · doi:10.1016/s0957-4158(98)00045-2 · Cited by 710 · see citing works
Dual arm manipulation—A survey
Smith, C., Karayiannidis, Y., Nalpantidis, L., Gratal, X., Qi, P., Dimarogonas, D. V., & Kragić, D. (2012) · Robotics and Autonomous Systems · doi:10.1016/j.robot.2012.07.005 · Cited by 562 · see citing works
A New Actuation Approach for Human Friendly Robot Design
Zinn, M., Roth, B., Khatib, O., & Salisbury, J. K. (2004) · The International Journal of Robotics Research · doi:10.1177/0278364904042193 · Cited by 441 · see citing works
Theory and evaluation of human robot interactions
Scholtz, J. (2003) · 36th Annual Hawaii International Conference on System Sciences, 2003. Proceedings of the · doi:10.1109/hicss.2003.1174284 · Cited by 428 · see citing works
The occupational ergonomics handbook
Karwowski, W., & Marras, W. S. (2006) · Cited by 396 · see citing works
Classifying human-robot interaction: an updated taxonomy
Yanco, H. A., & Drury, J. L. (2005) · Conference proceedings/Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics · doi:10.1109/icsmc.2004.1400763 · Cited by 385 · see citing works
Peshkin, M. A., Colgate, J. E., Wannasuphoprasit, W., Moore, C. A., Gillespie, R. B., & Akella, P. N. (2001) · IEEE Transactions on Robotics and Automation · doi:10.1109/70.954751 · Cited by 373 · see citing works
Simulation in Manufacturing: Review and Challenges
Mourtzis, D., Doukas, M., & Bernidaki, D. (2014) · Procedia CIRP · doi:10.1016/j.procir.2014.10.032 · Cited by 359 · see citing works
Digital manufacturing: History, perspectives, and outlook
Chryssolouris, G., Mavrikios, D., Papakostas, N., Mourtzis, D., Michalos, G., & Georgoulias, K. (2009) · Proceedings of the Institution of Mechanical Engineers Part B Journal of Engineering Manufacture · doi:10.1243/09544054jem1241 · Cited by 326 · see citing works
Self-citationA Gesture Based Interface for Human-Robot Interaction
Waldherr, S., Romero, R. A. F., & Thrun, S. (2000) · Autonomous Robots · doi:10.1023/a:1008918401478 · Cited by 320 · see citing works
Teaching and learning of robot tasks via observation of human performance
Dillmann, R. (2004) · Robotics and Autonomous Systems · doi:10.1016/j.robot.2004.03.005 · Cited by 303 · see citing works
Robot task planning using semantic maps
Galindo, C., Fernández‐Madrigal, J., González, J., & Saffiotti, A. (2008) · Robotics and Autonomous Systems · doi:10.1016/j.robot.2008.08.007 · Cited by 292 · see citing works
Collaboration, Dialogue, Human-Robot Interaction
Fong, T., Thorpe, C., & Baur, C. (2007) · Springer eBooks · doi:10.1007/3-540-36460-9_17 · Cited by 278 · see citing works
Analyzing the Effects of Human-Aware Motion Planning on Close-Proximity Human–Robot Collaboration
Lasota, P. A., & Shah, J. (2015) · Human Factors The Journal of the Human Factors and Ergonomics Society · doi:10.1177/0018720814565188 · Cited by 273 · see citing works
Development and evaluation of interactive humanoid robots
Kanda, T., Ishiguro, H., Imai, M., & Ono, T. (2004) · Proceedings of the IEEE · doi:10.1109/jproc.2004.835359 · Cited by 266 · see citing works
Awareness in human-robot interactions
Drury, J. L., Scholtz, J. C., & Yanco, H. A. (2004) · Conference proceedings/Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics · doi:10.1109/icsmc.2003.1243931 · Cited by 266 · see citing works
Decision-making authority, team efficiency and human worker satisfaction in mixed human–robot teams
Gombolay, M., Gutierrez, R. A., Clarke, S. G., Sturla, G. F., & Shah, J. (2015) · Autonomous Robots · doi:10.1007/s10514-015-9457-9 · Cited by 258 · see citing works
Integrated control for pHRI: Collision avoidance, detection, reaction and collaboration
Luca, A. D., & Flacco, F. (2012) · 2022 9th IEEE RAS/EMBS International Conference for Biomedical Robotics and Biomechatronics (BioRob) · doi:10.1109/biorob.2012.6290917 · Cited by 258 · see citing works
Assessment of operator stress induced by robot collaboration in assembly
Arai, T., Kato, R., & Fujita, M. (2010) · CIRP Annals · doi:10.1016/j.cirp.2010.03.043 · Cited by 256 · see citing works
RESULTS OF SCREENING COLONOSCOPY AMONG PERSONS 40 TO 49 YEARS OF AGE
Mperiale, T. H. F. I., Agner, D. A. R. W., In, H. Y. L., Arkin, N. L., Ogge, J. A. D. R., & Ansohoff, D. A. F. R. (2002) · Cited by 256 · see citing works
Metrics for Evaluating Human-Robot Interactions
Goodrich, M. A., & Olsen, D. R. (2003) · ScholarsArchive (Brigham Young University) · Cited by 244 · see citing works
Productivity and age: Evidence from work teams at the assembly line
Borsch-Supan, A. H., & Weiss, M. (2016) · The Journal of the Economics of Ageing · doi:10.1016/j.jeoa.2015.12.001 · Cited by 233 · see citing works
Improving digital human modelling for proactive ergonomics in design
Chaffin, D. B. (2005) · Ergonomics · doi:10.1080/00140130400029191 · Cited by 219 · see citing works
Human-robot interaction and future industrial robotics applications
Heyer, C. (2010) · IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) · doi:10.1109/iros.2010.5651294 · Cited by 203 · see citing works
Force/tactile sensor for robotic applications
Maria, G. D., Natale, C., & Pirozzi, S. (2011) · Sensors and Actuators A Physical · doi:10.1016/j.sna.2011.12.042 · Cited by 203 · see citing works
Proceedings of the 6th World Multiconference on Systemics, Cybernetics and Informatics
Callaos, N., Breda, A., & Fernández, J. (2002) · Cited by 165 · see citing works
A Survey of Robot Programming Systems
Biggs, G. (2010) · Cited by 162 · see citing works
Imitation Learning of Dual-Arm Manipulation Tasks in Humanoid Robots
Asfour, T., Gyarfas, F., Azad, P., & Dillmann, R. (2006) · IEEE-RAS International Conference on Humanoid Robots (Humanoids) · doi:10.1109/ichr.2006.321361 · Cited by 157 · see citing works
Vakanski, A., Mantegh, I., Irish, A. T., & Janabi‐Sharifi, F. (2012) · IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) · doi:10.1109/tsmcb.2012.2185694 · Cited by 157 · see citing works
Fast tracking of hands and fingertips in infrared images for augmented desk interface
Sato, Y., KOBAYASHI, Y., & Koike, H. (2002) · International Conference on Automatic Face and Gesture Recognition · doi:10.1109/afgr.2000.840675 · Cited by 143 · see citing works
Gestures for industry Intuitive human-robot communication from human observation
Gleeson, B. T., MacLean, K. E., Haddadi, A., Croft, E. A., & Alcazar, J. A. (2013) · ACM/IEEE International Conference on Human-Robot Interaction (HRI) · doi:10.1109/hri.2013.6483609 · Cited by 142 · see citing works
Cobots for the automobile assembly line
Akella, P., Peshkin, M., Colgate, E., Wannasuphoprasit, W., Nagesh, N., Wells, J., Holland, S., Pearson, T., & Peacock, B. (2003) · Proceedings 1999 IEEE International Conference on Robotics and Automation (Cat. No.99CH36288C) · doi:10.1109/robot.1999.770061 · Cited by 139 · see citing works
Programming by demonstration: dual-arm manipulation tasks for humanoid robots
Zöllner, R., Asfour, T., & Dillmann, R. (2005) · IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) · doi:10.1109/iros.2004.1389398 · Cited by 129 · see citing works
Robot‐by‐voice: experiments on commanding an industrial robot using the human voice
Pires, J. N. (2005) · Industrial Robot the international journal of robotics research and application · doi:10.1108/01439910510629244 · Cited by 128 · see citing works
Real-time safety for human–robot interaction
Kulić, D., & Croft, E. A. (2005) · Robotics and Autonomous Systems · doi:10.1016/j.robot.2005.10.005 · Cited by 113 · see citing works
Safe Human-Robot Cooperation in an Industrial Environment
Pedrocchi, N., Vicentini, F., Malosio, M., & Tosatti, L. M. (2013) · International Journal of Advanced Robotic Systems · doi:10.5772/53939 · Cited by 112 · see citing works
Hand Gesture Recognition Research Based on Surface EMG Sensors and 2D-accelerometers
Chen, X. '., Zhang, X., Zhao, Z., Yang, J., Lantz, V., & Wang, K. (2007) · Proceedings · doi:10.1109/iswc.2007.4373769 · Cited by 111 · see citing works
Stochastic gesture production and recognition model for a humanoid robot
Calinon, S., & Billard, A. G. (2005) · IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) · doi:10.1109/iros.2004.1389828 · Cited by 108 · see citing works
Reinforcement learning of clothing assistance with a dual-arm robot
Tamei, T., Matsubara, T., Rai, A., & Shibata, T. (2011) · 2011 11th IEEE-RAS International Conference on Humanoid Robots · doi:10.1109/humanoids.2011.6100915 · Cited by 103 · see citing works
Human and robot allocation method for hybrid assembly systems
Takata, S., & Hirano, T. (2011) · CIRP Annals · doi:10.1016/j.cirp.2011.03.128 · Cited by 100 · see citing works
A new cell production assembly system with human–robot cooperation
Morioka, M., & Sakakibara, S. (2010) · CIRP Annals · doi:10.1016/j.cirp.2010.03.044 · Cited by 100 · see citing works
Force controlled robotic assembly without a force sensor
Stolt, A., Linderoth, M., Robertsson, A., & Johansson, R. (2012) · Proceedings - IEEE International Conference on Robotics and Automation/Proceedings · doi:10.1109/icra.2012.6224837 · Cited by 100 · see citing works
Intuitive dual arm robot programming for assembly operations
Makris, S., Tsarouchi, P., Šurdilović, D., & Krüger, J. (2014) · CIRP Annals · doi:10.1016/j.cirp.2014.03.017 · Cited by 99 · see citing works
Self-citationZaeh, M. F., Beetz, M., Shea, K., Reinhart, G., Bender, K., Lau, C., Ostgathe, M., Vogl, W. F., Wiesbeck, M., Engelhard, M., et al. (2008) · Springer series in advanced manufacturing · doi:10.1007/978-1-84882-067-8_20 · Cited by 90 · see citing works
Task planning for human-robot interaction
Alami, R., Clodic, A., Montreuil, V., Sisbot, E. A., & Chatila, R. (2005) · doi:10.1145/1107548.1107574 · Cited by 88 · see citing works
KI 2007: Advances in Artificial Intelligence
Hertzberg, J., Englert, R., & Beetz, M. (2007) · Lecture notes in computer science · doi:10.1007/978-3-540-74565-5 · Cited by 87 · see citing works
An intelligent search algorithm-based method to derive assembly line design alternatives
Michalos, G., Makris, S., & Mourtzis, D. (2011) · International Journal of Computer Integrated Manufacturing · doi:10.1080/0951192x.2011.627949 · Cited by 81 · see citing works
Self-citationGestures for industry: intuitive human-robot communication from human observationPreprint
Gleeson, B. T., MacLean, K. E., Haddadi, A., et al. (2013) · doi:10.5555/2447556.2447679 · Cited by 81 · see citing works
A new digital human environment and assessment of vehicle interior design
Yang, J., Kim, J. H., Abdel-Malek, K. A., Marler, T., Beck, S., & Kopp, G. R. (2007) · Computer-Aided Design · doi:10.1016/j.cad.2006.11.007 · Cited by 77 · see citing works
Real-time and continuous hand gesture spotting: An approach based on artificial neural networks
Neto, P., Pereira, D., Pires, J. N., & Moreira, A. P. (2013) · Proceedings - IEEE International Conference on Robotics and Automation/Proceedings · doi:10.1109/icra.2013.6630573 · Cited by 74 · see citing works
Survey of metrics for human-robot interaction
Murphy, R. R., & Schreckenghost, D. L. (2013) · ACM/IEEE International Conference on Human-Robot Interaction (HRI) · doi:10.1109/hri.2013.6483569 · Cited by 72 · see citing works
Neto, P., Pires, J. N., & Moreira, A. P. (2010) · Industrial Robot the international journal of robotics research and application · doi:10.1108/01439911011018911 · Cited by 70 · see citing works
Neto, P., Pires, J. N., & Moreira, A. P. (2010) · Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT) · Cited by 70 · see citing works
Kick it with elasticity: Safety and performance in human–robot soccer
Haddadin, S., Laue, T., Frese, U., Wolf, S., Albu‐Schäffer, A., & Hirzinger, G. (2009) · Robotics and Autonomous Systems · doi:10.1016/j.robot.2009.03.004 · Cited by 68 · see citing works
Intelligent Assist Systems for Flexible Assembly
Krüger, J., Bernhardt, R., Šurdilović, D., & Spur, G. (2006) · CIRP Annals · doi:10.1016/s0007-8506(07)60359-x · Cited by 61 · see citing works
Planning human centered robot activities
Montreuil, V., Clodic, A., Ransan, M., & Alami, R. (2007) · Conference proceedings/Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics · doi:10.1109/icsmc.2007.4413992 · Cited by 52 · see citing works
Gesture recognition using laser-based tracking system
Perrin, S., Cassinelli, Á., & Ishikawa, M. (2004) · International Conference on Automatic Face and Gesture Recognition · doi:10.1109/afgr.2004.1301589 · Cited by 51 · see citing works
Robust control of force-coupled human–robot-interaction in assembly processes
Krüger, J., & Šurdilović, D. (2008) · CIRP Annals · doi:10.1016/j.cirp.2008.03.005 · Cited by 50 · see citing works
New Approach for Static Gesture Recognition
Chang, C. C., Chen, J., Tai, W., & Han, C. (2006) · doi:10.6688/jise.2006.22.5.4 · Cited by 49 · see citing works
COSA ? A generic cognitive system architecture based on a cognitive model of human behavior
Putzer, H. J., & Onken, R. (2003) · Cognition Technology & Work · doi:10.1007/s10111-003-0120-4 · Cited by 47 · see citing works
ErgoToolkit: an ergonomic analysis tool in a virtual manufacturing environment
Alexopoulos, K., Mavrikios, D., & Chryssolouris, G. (2012) · International Journal of Computer Integrated Manufacturing · doi:10.1080/0951192x.2012.731610 · Cited by 47 · see citing works
Self-citationEvaluation Methods for Human-System Performance of Intelligent Systems
Scholtz, J. C. (2002) · Cited by 45 · see citing works
Mavrikios, D., Karabatsou, V., Παππάς, Μ., & Chryssolouris, G. (2006) · Robotics and Computer-Integrated Manufacturing · doi:10.1016/j.rcim.2006.05.009 · Cited by 43 · see citing works
Self-citationA skill-based approach towards hybrid assembly
Wallhoff, F., Blume, J., Bannat, A., Rösel, W., Lenz, C., & Knoll, A. (2010) · Advanced Engineering Informatics · doi:10.1016/j.aei.2010.05.013 · Cited by 42 · see citing works
Design guidelines for improved human-robot interaction
Drury, J. L., Hestand, D., Yanco, H. A., & Scholtz, J. C. (2004) · CHI Conference Extended Abstracts on Human Factors in Computing Systems (CHI EA) · doi:10.1145/985921.986116 · Cited by 41 · see citing works
A Multimodal Human-Robot-Interaction Scenario: Working Together with an Industrial Robot
Bannat, A., Gast, J., Rehrl, T., Rösel, W., Rigoll, G., & Wallhoff, F. (2009) · Lecture notes in computer science · doi:10.1007/978-3-642-02577-8_33 · Cited by 40 · see citing works
Directly or on detours? How should industrial robots approximate humans?
Bortot, D., Born, M., & Bengler, K. J. (2013) · ACM/IEEE International Conference on Human-Robot Interaction (HRI) · doi:10.1109/hri.2013.6483515 · Cited by 39 · see citing works
A framework to develop an analysis agent for evaluating human performance in manufacturing systems
Shahrokhi, M., & Bernard, A. L. (2009) · CIRP journal of manufacturing science and technology · doi:10.1016/j.cirpj.2009.08.002 · Cited by 37 · see citing works
Robonaut: the 'short list' of technology hurdles
Rehnmark, F., Bluethmann, W. J., Mehling, J. S., Ambrose, R. O., Diftler, M. A., Chu, M. W., & Necessary, R. (2005) · Computer · doi:10.1109/mc.2005.32 · Cited by 36 · see citing works
Communication and knowledge sharing in human–robot interaction and learning from demonstration
Koenig, N. P., Takayama, L. A., & Matarić, M. J. (2010) · Neural Networks · doi:10.1016/j.neunet.2010.06.005 · Cited by 36 · see citing works
Force controlled assembly of emergency stop button
Stolt, A., Linderoth, M., Robertsson, A., & Johansson, R. (2011) · Proceedings - IEEE International Conference on Robotics and Automation/Proceedings · doi:10.1109/icra.2011.5979745 · Cited by 35 · see citing works
Planning of proactive behaviors for human–robot cooperative tasks under uncertainty
Kwon, W. Y., & Suh, I. H. (2014) · Knowledge-Based Systems · doi:10.1016/j.knosys.2014.08.021 · Cited by 34 · see citing works
Human Weaknesses and strengths in collaboration with robots
Ogorodnikova, O. (2008) · Periodica Polytechnica Mechanical Engineering · doi:10.3311/pp.me.2008-1.05 · Cited by 33 · see citing works
Online touch behavior recognition of hard-cover robot using temporal decision tree classifier
Koo, S., Lim, J. G., & Kwon, D. (2008) · IEEE RO-MAN · doi:10.1109/roman.2008.4600703 · Cited by 33 · see citing works
Cognitive Engineering of Automated Assembly Processes
Mayer, M. P., Odenthal, B., Faber, M., Winkelholz, C., & Schlick, C. M. (2012) · Human Factors and Ergonomics in Manufacturing & Service Industries · doi:10.1002/hfm.20390 · Cited by 32 · see citing works
Visual servoing for dual arm motions on a humanoid robot
Vahrenkamp, N., Böge, C., Welke, K., Asfour, T., Walter, J., & Dillmann, R. (2009) · IEEE-RAS International Conference on Humanoid Robots (Humanoids) · doi:10.1109/ichr.2009.5379577 · Cited by 32 · see citing works
Position teaching of a robot arm by demonstration with a wearable input device
Aleotti, J., Skoglund, A., & Duckett, T. (2004) · Cited by 31 · see citing works
Workforce Aging in Production Systems: Modeling and Performance Evaluation
Boenzi, F., Mossa, G., Mummolo, G., & Romano, V. A. (2015) · Procedia Engineering · doi:10.1016/j.proeng.2015.01.473 · Cited by 30 · see citing works
Towards generalized performance metrics for human-robot interaction
Saleh, J. A., & Karray, F. O. (2010) · Autonomous and Intelligent Systems · doi:10.1109/ais.2010.5547049 · Cited by 30 · see citing works
Planning and Plan-execution for Human-Robot Cooperative Task achievement
Alili, S., Warnier, M., Ali, M., & Alami, R. (2009) · Cited by 30 · see citing works
An approach for allocating manufacturing resources to production tasks
Chryssolouris, G., Pierce, J. E., & Dicke, K. (1991) · Journal of Manufacturing Systems · doi:10.1016/0278-6125(91)90055-7 · Cited by 29 · see citing works
Self-citationIntegrating task planning and interactive learning for robots to work in human environments
Agostini, A., Torras, C., & Wörgötter, F. (2011) · RECERCAT (Consorci de Serveis Universitaris de Catalunya) · Cited by 29 · see citing works
Pick‐and‐place application development using voice and visual commands
van Delden, S., Umrysh, M. A., Rosario, C., & Hess, G. (2012) · Industrial Robot the international journal of robotics research and application · doi:10.1108/01439911211268796 · Cited by 27 · see citing works
Directly or on detours?: how should industrial robots approximate humans?
Bortot, D., Born, M., & Bengler, K. J. (2013) · doi:10.5555/2447556.2447581 · Cited by 26 · see citing works
Assembly strategy modeling and selection for human and robot coordinated cell assembly
Chen, F., Sekiyama, K., Sasaki, H., Huang, J., Sun, B., & Fukuda, T. (2011) · IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) · doi:10.1109/iros.2011.6094715 · Cited by 25 · see citing works
A Survey of Quantitative Team Performance Metrics For Human-Robot Collaboration
Singer, S. M., & Akin, D. L. (2011) · International Conference on Environmental Systems (ICES) · doi:10.2514/6.2011-5248 · Cited by 24 · see citing works
Touch: The direct type of human interaction with a redundant service robot
Grunwald, G., Schreiber, G., Albu‐Schäffer, A., & Hirzinger, G. (2002) · IEEE RO-MAN · doi:10.1109/roman.2001.981928 · Cited by 23 · see citing works
Robot behavior engineering using DD-Designer
Bredenfeld, A., & Indiveri, G. (2002) · Proceedings - IEEE International Conference on Robotics and Automation/Proceedings · doi:10.1109/robot.2001.932554 · Cited by 22 · see citing works
Dynamic gesture vocabulary design for intuitive human-robot dialog
Bodiroža, S., Stern, H. I., & Edan, Y. (2012) · ACM/IEEE International Conference on Human-Robot Interaction (HRI) · doi:10.1145/2157689.2157710 · Cited by 19 · see citing works
Optimization of Multi-Agent Workflow for Human-Robot Collaboration in Assembly Manufacturing
Wilcox, R., & Shah, J. (2012) · AIAA Infotech@Aerospace Conference · doi:10.2514/6.2012-2535 · Cited by 19 · see citing works
Onda, H., Suehiro, T., & KITAGAKI, K. (2003) · IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) · doi:10.1109/irds.2002.1041739 · Cited by 17 · see citing works
The roles of humans and computers in distributed planning for dynamic domains
Shalin, V. L. (2005) · Cognition Technology & Work · doi:10.1007/s10111-005-0186-2 · Cited by 17 · see citing works
Motion capture from demonstrator's viewpoint and its application to robot teaching
Yokokohji, Y., Kitaoka, Y., & Yoshikawa, T. (2003) · Journal of Robotic Systems · doi:10.1002/rob.20050 · Cited by 14 · see citing works
A general framework for incremental processing of multimodal inputs
Ameri, A., Akan, B., Çürüklü, B., & Asplund, L. (2011) · INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION · doi:10.1145/2070481.2070521 · Cited by 12 · see citing works
A real‐time vision‐based interface using Motion Processor and applications to robotics
Mihara, I., Yamauchi, Y., & Doi, M. (2003) · Systems and Computers in Japan · doi:10.1002/scj.10203 · Cited by 12 · see citing works
Chryssolouris, G., Mavrikios, D., & Παππάς, Μ. (2008) · Springer eBooks · doi:10.1007/978-3-540-78431-9_5 · Cited by 11 · see citing works
Self-citationHuman and automation: a matter of cooperation.
Hoc, J. (2007) · HAL · Cited by 11 · see citing works
A multisensor system for observation of user actions in programming by demonstration
Ehrenmann, M., Steinhaus, P., & Dillmann, R. (2003) · doi:10.1109/mfi.1999.815981 · Cited by 11 · see citing works
Zuo, X., Iwahashi, N., Taguchi, R., Matsuda, S., Sugiura, K., Funakoshi, K., Nakano, M., & Oka, N. (2010) · IEEE International Conference on Acoustics Speech and Signal Processing · doi:10.1109/icassp.2010.5494889 · Cited by 10 · see citing works
Single robot – Multiple human interaction via intelligent user interfaces
Kumar, S. S., & Sekmen, A. (2008) · Knowledge-Based Systems · doi:10.1016/j.knosys.2008.03.008 · Cited by 9 · see citing works
Human Robot Interaction Solutions for Intuitive Industrial Robot Programming
Akan, B. (2012) · Cited by 7 · see citing works
A cooperative robotic system based on multiple sensors to construct metallic structures
Gil, P., Pomares, J., Méndez, S. T. P., Candelas-Herías, F. A., Garcia, G. J., Ramón, J. A. C., & Torres, F. (2009) · The International Journal of Advanced Manufacturing Technology · doi:10.1007/s00170-009-1997-8 · Cited by 7 · see citing works
The Robot Voice-control System with Interactive Learning
Holada, M., & Pelc, M. (2008) · InTech eBooks · doi:10.5772/6284 · Cited by 5 · see citing works
Voice control for noisy industrial environments
Bartholomew, J. C., & Miller, G. E. (1988) · Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society · doi:10.1109/iembs.1988.95354 · Cited by 4 · see citing works
Cooperative Dual Arm with Vision Guidance
Charoenseang, S., & Chaisongkhram, S. (2013) · International Journal of Engineering and Technology · doi:10.7763/ijet.2013.v5.534 · Cited by 3 · see citing works
Learning by Observation through System Identification
Nehmzow, U., Akanyeti, O., Weinrich, C., Kyriacou, T., & Billings, S. A. (2007) · White Rose Research Online (University of Leeds, The University of Sheffield, University of York) · Cited by 2 · see citing works
An approach for allocating manufacturing resources to production tasks
(1993) · Journal of Manufacturing Systems · doi:10.1016/0278-6125(93)90251-n · Cited by 1 · see citing works
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Villani, V., Pini, F., Leali, F., & Secchi, C. (2018) · Mechatronics · doi:10.1016/j.mechatronics.2018.02.009 · Cited by 1,278 · see citing works
Zhang, J., & Tao, D. (2021) · IEEE Internet of Things Journal · doi:10.1109/jiot.2020.3039359 · Cited by 774 · see citing works
Symbiotic human-robot collaborative assembly
Wang, L., Gao, R. X., Váncza, J., Krüger, J., Wang, X. V., Makris, S., & Chryssolouris, G. (2019) · CIRP Annals · doi:10.1016/j.cirp.2019.05.002 · Cited by 570 · see citing works
Self-citationService robots in hotels: understanding the service quality perceptions of human-robot interaction
Choi, Y., Choi, M., Oh, M., & Kim, S. (2019) · Journal of Hospitality Marketing & Management · doi:10.1080/19368623.2020.1703871 · Cited by 560 · see citing works
Hentout, A., Mustapha, A., Maoudj, A., & Akli, I. (2019) · Advanced Robotics · doi:10.1080/01691864.2019.1636714 · Cited by 463 · see citing works
Safety bounds in human robot interaction: A survey
Zacharaki, A., Kostavelis, I., Gasteratos, A. C., & Dokas, Ι. M. (2020) · Safety Science · doi:10.1016/j.ssci.2020.104667 · Cited by 300 · see citing works
Large language models for human–robot interaction: A review
Zhang, C., Chen, J., Li, J., Peng, Y., & Mao, Z. (2023) · Biomimetic Intelligence and Robotics · doi:10.1016/j.birob.2023.100131 · Cited by 269 · see citing works
AR-based interaction for human-robot collaborative manufacturing
Hietanen, A., Pieters, R., Lanz, M., Latokartano, J., & Kämäräinen, J. (2019) · Robotics and Computer-Integrated Manufacturing · doi:10.1016/j.rcim.2019.101891 · Cited by 256 · see citing works
Hjorth, S., & Chrysostomou, D. (2021) · Robotics and Computer-Integrated Manufacturing · doi:10.1016/j.rcim.2021.102208 · Cited by 252 · see citing works
A conceptual framework to evaluate human-robot collaboration
Gervasi, R., Mastrogiacomo, L., & Franceschini, F. (2020) · The International Journal of Advanced Manufacturing Technology · doi:10.1007/s00170-020-05363-1 · Cited by 241 · see citing works
Collaborative Robots and Industrial Revolution 4.0 (IR 4.0)
Sherwani, F., Asad, M. M., & Ibrahim, B. S. K. K. (2020) · International Conference on Emerging Trends in Smart Technologies (ICETST) · doi:10.1109/icetst49965.2020.9080724 · Cited by 229 · see citing works
Oyekan, J. O., Hutabarat, W., Tiwari, A., Grech, R., Aung, M. H., Mariani, M. P., López-Dávalos, L., Ricaud, T., Singh, S., & Dupuis, C. (2019) · Robotics and Computer-Integrated Manufacturing · doi:10.1016/j.rcim.2018.07.006 · Cited by 215 · see citing works
Human-robot collaboration in disassembly for sustainable manufacturing
Liu, Q., Liu, Z., Xu, W., Tang, Q., Zhou, Z., & Pham, D. T. (2019) · International Journal of Production Research · doi:10.1080/00207543.2019.1578906 · Cited by 224 · see citing works
Malik, A. A., Masood, T., & Bilberg, A. (2019) · International Journal of Computer Integrated Manufacturing · doi:10.1080/0951192x.2019.1690685 · Cited by 209 · see citing works
Seamless human robot collaborative assembly – An automotive case study
Michalos, G., Kousi, N., Karagiannis, P., Gkournelos, C., Dimoulas, K., Koukas, S., Mparis, K., Papavasileiou, A., & Makris, S. (2018) · Mechatronics · doi:10.1016/j.mechatronics.2018.08.006 · Cited by 199 · see citing works
Self-citationCollaborative Robotics: A Survey
Vicentini, F. (2020) · Journal of Mechanical Design · doi:10.1115/1.4046238 · Cited by 198 · see citing works
Proia, S., Carli, R., Cavone, G., & Dotoli, M. (2021) · IEEE Transactions on Automation Science and Engineering · doi:10.1109/tase.2021.3131011 · Cited by 198 · see citing works
Inkulu, A. K., Bahubalendruni, M. V. A. R., Ashok, D., & Sankaranarayanasamy, K. (2021) · Industrial Robot the international journal of robotics research and application · doi:10.1108/ir-04-2021-0077 · Cited by 186 · see citing works
Service Robots: Trends and Technology
Gonzalez-Aguirre, J. A., Osorio-Oliveros, R., Rodríguez-Hernández, K. L., Lizárraga-Iturralde, J., Morales-Menéndez, R., Ramírez-Mendoza, R. A., Ramírez-Moreno, M. A., & Lozoya-Santos, J. D. J. (2021) · Applied Sciences · doi:10.3390/app112210702 · Cited by 172 · see citing works
Balancing of assembly lines with collaborative robots
Weckenborg, C., Kieckhäfer, K., Müller, C., Grunewald, M., & Spengler, T. (2019) · BuR - Business Research · doi:10.1007/s40685-019-0101-y · Cited by 171 · see citing works
Designing assembly lines with humans and collaborative robots: A genetic approach
Mura, M. D., & Dini, G. (2019) · CIRP Annals · doi:10.1016/j.cirp.2019.04.006 · Cited by 163 · see citing works
Brain-computer interface for hands-free teleoperation of construction robots
Liu, Y., Habibnezhad, M., & Jebelli, H. (2021) · Automation in Construction · doi:10.1016/j.autcon.2020.103523 · Cited by 152 · see citing works
Overview of Human-Robot Collaboration in Manufacturing
Wang, L., Liu, S., Liu, H., & Wang, X. V. (2020) · Lecture notes in mechanical engineering · doi:10.1007/978-3-030-46212-3_2 · Cited by 155 · see citing works
Capability-based Task Allocation in Human-robot Collaboration
Ranz, F., Hummel, V., & Sihn, W. (2017) · Procedia Manufacturing · doi:10.1016/j.promfg.2017.04.011 · Cited by 145 · see citing works
On a human–robot workplace design and task allocation system
Tsarouchi, P., Michalos, G., Makris, S., Athanasatos, T., Dimoulas, K., & Chryssolouris, G. (2017) · International Journal of Computer Integrated Manufacturing · doi:10.1080/0951192x.2017.1307524 · Cited by 135 · see citing works
Self-citationA method for planning human robot shared tasks
Michalos, G., Spiliotopoulos, J., Makris, S., & Chryssolouris, G. (2018) · CIRP journal of manufacturing science and technology · doi:10.1016/j.cirpj.2018.05.003 · Cited by 135 · see citing works
Self-citationTowards seamless human robot collaboration: integrating multimodal interaction
Papanastasiou, S., Kousi, N., Karagiannis, P., Gkournelos, C., Papavasileiou, A., Dimoulas, K., Baris, K., Koukas, S., Michalos, G., & Makris, S. (2019) · The International Journal of Advanced Manufacturing Technology · doi:10.1007/s00170-019-03790-3 · Cited by 133 · see citing works
Self-citationMoniz, A. B., & Krings, B.-J. (2016) · Societies · doi:10.3390/soc6030023 · Cited by 136 · see citing works
Toward Artificial Emotional Intelligence for Cooperative Social Human–Machine Interaction
Erol, B. A., Majumdar, A., Benavidez, P. J., Rad, P., Choo, K. R., & Jamshidi, M. M. (2019) · IEEE Transactions on Computational Social Systems · doi:10.1109/tcss.2019.2922593 · Cited by 133 · see citing works
Review on existing VR/AR solutions in human–robot collaboration
Dianatfar, M., Latokartano, J., & Lanz, M. (2021) · Procedia CIRP · doi:10.1016/j.procir.2020.05.259 · Cited by 126 · see citing works
Hashemi-Petroodi, S. E., Thevenin, S., Kovalev, S., & Dolgui, A. B. (2020) · Annual Reviews in Control · doi:10.1016/j.arcontrol.2020.04.009 · Cited by 124 · see citing works
BIM-based task-level planning for robotic brick assembly through image-based 3D modeling
Ding, L., Jiang, W., Zhou, Y., Zhou, C., & Liu, S. (2020) · Advanced Engineering Informatics · doi:10.1016/j.aei.2019.100993 · Cited by 116 · see citing works
Digital Twin: Where do humans fit in?
Agrawal, A., Thiel, R. W., Jain, P., Singh, V., & Fischer, M. A. (2023) · Automation in Construction · doi:10.1016/j.autcon.2023.104749 · Cited by 119 · see citing works
Innovative control of assembly systems and lines
Krüger, J., Wang, L., Verl, A. W., Bauernhansl, T., Carpanzano, E., Makris, S., Fleischer, J., Reinhart, G., Franke, J. E., & Pellegrinelli, S. (2017) · CIRP Annals · doi:10.1016/j.cirp.2017.05.010 · Cited by 111 · see citing works
Self-citationA survey on human-aware robot navigation
Möller, R., Furnari, A., Battiato, S., Härmä, A., & Farinella, G. M. (2021) · Robotics and Autonomous Systems · doi:10.1016/j.robot.2021.103837 · Cited by 108 · see citing works
Trends of Human-Robot Collaboration in Industry Contexts: Handover, Learning, and Metrics
Castro, A., da Silva, F. M. T. P., & Santos, V. M. F. (2021) · Sensors · doi:10.3390/s21124113 · Cited by 106 · see citing works
CoboSkin: Soft Robot Skin With Variable Stiffness for Safer Human–Robot Collaboration
Pang, G., Yang, G., Heng, W., Ye, Z., Huang, X., Yang, H., & Pang, Z. (2020) · IEEE Transactions on Industrial Electronics · doi:10.1109/tie.2020.2978728 · Cited by 102 · see citing works
Digital Twin for Human–Robot Collaboration in Manufacturing: Review and Outlook
Ramasubramanian, A. K., Mathew, R., Kelly, M., Hargaden, V., & Papakostas, N. (2022) · Applied Sciences · doi:10.3390/app12104811 · Cited by 108 · see citing works
Influence of robots service quality on customers' acceptance in restaurants
Shah, T. R., Kautish, P., & Mehmood, K. (2023) · Asia Pacific Journal of Marketing and Logistics · doi:10.1108/apjml-09-2022-0780 · Cited by 110 · see citing works
Working With Robots: Human Resource Development Considerations in Human–Robot Interaction
Kim, S. (2022) · Human Resource Development Review · doi:10.1177/15344843211068810 · Cited by 99 · see citing works
Review of Interfaces for Industrial Human-Robot Interaction
Berg, J., & Lu, S. (2020) · Current Robotics Reports · doi:10.1007/s43154-020-00005-6 · Cited by 92 · see citing works
Power and force limiting on industrial robots for human-robot collaboration
Aivaliotis, P., Aivaliotis, S., Gkournelos, C., Kokkalis, K., Michalos, G., & Makris, S. (2019) · Robotics and Computer-Integrated Manufacturing · doi:10.1016/j.rcim.2019.05.001 · Cited by 86 · see citing works
Self-citationDual arm robot in cooperation with humans for flexible assembly
Makris, S., Tsarouchi, P., Matthaiakis, A.-S., Athanasatos, A., Chatzigeorgiou, X., Stefos, M., Giavridis, K., & Aivaliotis, S. (2017) · CIRP Annals · doi:10.1016/j.cirp.2017.04.097 · Cited by 83 · see citing works
Self-citationPalleschi, A., Hamad, M., Abdolshah, S., Garabini, M., Haddadin, S., & Pallottino, L. (2021) · IEEE Robotics and Automation Letters · doi:10.1109/lra.2021.3076968 · Cited by 83 · see citing works
Skeleton-RGB integrated highly similar human action prediction in human-robot collaborative assembly
Zhang, Y.-Q., Ding, K., Hui, J.-Z., Liu, S.-C., Guo, W.-J., & Wang, L. (2024) · Robotics Comput. Integr. Manuf. · doi:10.1016/j.rcim.2023.102659 · Cited by 79 · see citing works
Terminology in safety of collaborative robotics
Vicentini, F. (2019) · Robotics and Computer-Integrated Manufacturing · doi:10.1016/j.rcim.2019.101921 · Cited by 81 · see citing works
Cazzato, D., Leo, M., Distante, C., & Voos, H. (2020) · Sensors · doi:10.3390/s20133739 · Cited by 81 · see citing works
Bogner, K., Pferschy, U., Unterberger, R., & Zeiner, H. (2018) · International Journal of Production Research · doi:10.1080/00207543.2018.1470695 · Cited by 80 · see citing works
Survey on Human-Robot Interaction for Robot Programming in Industrial Applications
Villani, V., Pini, F., Leali, F., Secchi, C., & Fantuzzi, C. (2018) · IFAC-PapersOnLine · doi:10.1016/j.ifacol.2018.08.236 · Cited by 78 · see citing works
Towards an Ergonomic Assessment Framework for Industrial Assembly Workstations—A Case Study
Colim, A., Faria, C., Braga, A. C., Sousa, N., Rocha, L. A., Carneiro, ́., Costa, N., & Arezes, P. (2020) · Applied Sciences · doi:10.3390/app10093048 · Cited by 73 · see citing works
Progress and Prospects of Multimodal Fusion Methods in Physical Human–Robot Interaction: A Review
Xue, T., Wang, W., Ma, J., Liu, W., Pan, Z., & Han, M. (2020) · IEEE Sensors Journal · doi:10.1109/jsen.2020.2995271 · Cited by 74 · see citing works
Bibliometric Analysis of Social Robotics Research: Identifying Research Trends and Knowledgebase
Mejía, C., & Kajikawa, Y. (2017) · Applied Sciences · doi:10.3390/app7121316 · Cited by 72 · see citing works
Evaluation of User Experience in Human–Robot Interaction: A Systematic Literature Review
Apraiz, A., Lasa, G., & Mazmela, M. (2023) · International Journal of Social Robotics · doi:10.1007/s12369-022-00957-z · Cited by 71 · see citing works
Review of task allocation for human-robot collaboration in assembly
Petzoldt, C., Harms, M., & Freitag, M. (2023) · International Journal of Computer Integrated Manufacturing · doi:10.1080/0951192x.2023.2204467 · Cited by 69 · see citing works
Georgopoulou, A., Michel, S., Vanderborght, B., & Clemens, F. J. (2020) · Sensors and Actuators A Physical · doi:10.1016/j.sna.2020.112433 · Cited by 66 · see citing works
Nonlinear Model Predictive Control for Mobile Medical Robot Using Neural Optimization
Hu, Y., Su, H., Fu, J., Karimi, H. R., Ferrigno, G., Momi, E. D., & Knoll, A. (2020) · IEEE Transactions on Industrial Electronics · doi:10.1109/tie.2020.3044776 · Cited by 66 · see citing works
A review on the interactions of robotic systems and lean principles in offsite construction
Brissi, S. G., Chong, O. W., Debs, L., & Zhang, J. (2021) · Engineering Construction & Architectural Management · doi:10.1108/ecam-10-2020-0809 · Cited by 66 · see citing works
Shahid, A. A., Piga, D., Braghin, F., & Roveda, L. (2022) · Autonomous Robots · doi:10.1007/s10514-022-10034-z · Cited by 66 · see citing works
Application of Wearable Devices for Supporting Operators in Human-Robot Cooperative Assembly Tasks
Gkournelos, C., Karagiannis, P., Kousi, N., Michalos, G., Koukas, S., & Makris, S. (2018) · Procedia CIRP · doi:10.1016/j.procir.2018.01.019 · Cited by 65 · see citing works
Self-citationHigh Level Robot Programming Using Body and Hand Gestures
Tsarouchi, P., Athanasatos, A., Makris, S., Chatzigeorgiou, X., & Chryssolouris, G. (2016) · Procedia CIRP · doi:10.1016/j.procir.2016.09.020 · Cited by 64 · see citing works
Self-citationGeneralization of orientation trajectories and force-torque profiles for robotic assembly
Kramberger, A., Gams, A., Nemec, B., Chrysostomou, D., Madsen, O., & Ude, A. (2017) · Robotics and Autonomous Systems · doi:10.1016/j.robot.2017.09.019 · Cited by 63 · see citing works
Spatial Iterative Learning Control for Robotic Path Learning
Yang, L., Li, Y., Huang, D., Xia, J., & Zhou, X. (2022) · IEEE Transactions on Cybernetics · doi:10.1109/tcyb.2021.3138992 · Cited by 62 · see citing works
Augmented reality-based robot teleoperation system using RGB-D imaging and attitude teaching device
Pan, Y., Chen, C., Li, D., Zhao, Z., & Hong, J. (2021) · Robotics and Computer-Integrated Manufacturing · doi:10.1016/j.rcim.2021.102167 · Cited by 61 · see citing works
Literature Review on Recent Trends and Perspectives of Collaborative Robotics in Work 4.0
Weidemann, C., Mandischer, N., van Kerkom, F., Corves, B. J., Hüsing, M., Kraus, T., & Garus, C. (2023) · Robotics · doi:10.3390/robotics12030084 · Cited by 64 · see citing works
Multi-modal interfaces for natural Human-Robot Interaction
Andronas, D., Apostolopoulos, G., Fourtakas, N., & Makris, S. (2021) · Procedia Manufacturing · doi:10.1016/j.promfg.2021.07.030 · Cited by 60 · see citing works
Self-citationHuman–Robot Interaction in Agriculture: A Systematic Review
Benos, L. T., Moysiadis, V., Katerıs, D., Tagarakis, A. C., Busato, P., Pearson, S., & Bochtis, D. (2023) · Sensors · doi:10.3390/s23156776 · Cited by 60 · see citing works
Park, S., Wang, X., Menassa, C. C., Kamat, V. R., & Chai, J. Y. (2024) · Automation in Construction · doi:10.1016/j.autcon.2024.105345 · Cited by 67 · see citing works
Minimum distance calculation using skeletal tracking for safe human-robot interaction
Secil, S., & Özkan, M. (2021) · Robotics and Computer-Integrated Manufacturing · doi:10.1016/j.rcim.2021.102253 · Cited by 57 · see citing works
Gervasi, R., Capponi, M., Mastrogiacomo, L., & Franceschini, F. (2023) · Production Engineering · doi:10.1007/s11740-023-01230-6 · Cited by 57 · see citing works
An approach for task and action planning in Human–Robot Collaborative cells using AI
Evangelou, G., Dimitropoulos, N., Michalos, G., & Makris, S. (2021) · Procedia CIRP · doi:10.1016/j.procir.2020.08.006 · Cited by 56 · see citing works
Self-citationAugmented reality integration into MES for connected workers
Blaga, A. D., Militaru, C., Mezei, A.-D., & Tamás, L. (2020) · Robotics and Computer-Integrated Manufacturing · doi:10.1016/j.rcim.2020.102057 · Cited by 55 · see citing works
Mokhtarzadeh, M., Tavakkoli-Moghaddam, R. R., Vahedi-Nouri, B., & Farsi, A. (2020) · International Journal of Computer Integrated Manufacturing · doi:10.1080/0951192x.2020.1736713 · Cited by 54 · see citing works
Grushko, S., Vysocký, A., Oščádal, P., Vocetka, M., Novák, P., & Bobovský, Z. (2021) · Sensors · doi:10.3390/s21113673 · Cited by 54 · see citing works
Lin, C. J., Wang, K., Tadesse, A. A., & Woldegiorgis, B. H. (2021) · Journal of Manufacturing Systems · doi:10.1016/j.jmsy.2021.12.001 · Cited by 53 · see citing works
A function block based cyber-physical production system for physical human–robot interaction
Yao, B., Zhou, Z., Wang, L., Xu, W., Yan, J., & Liu, Q. (2018) · Journal of Manufacturing Systems · doi:10.1016/j.jmsy.2018.04.010 · Cited by 52 · see citing works
Zhang, M., Li, C., Shang, Y., Huang, H., Zhu, W., & Liu, Y. (2021) · International Journal of Production Research · doi:10.1080/00207543.2021.1937746 · Cited by 51 · see citing works
A Mixed-Integer Linear Programming Formulation for Human Multi-Robot Task Allocation
Lippi, M., & Marino, A. (2021) · IEEE RO-MAN · doi:10.1109/ro-man50785.2021.9515362 · Cited by 51 · see citing works
Enhancing Disassembly Practices for Electric Vehicle Battery Packs: A Narrative Comprehensive Review
Beghi, M., Braghin, F., & Roveda, L. (2023) · Designs · doi:10.3390/designs7050109 · Cited by 51 · see citing works
Planning Ergonomic Sequences of Actions in Human-Robot Interaction
Busch, B., Toussaint, M., & Lopes, M. C. (2018) · Proceedings - IEEE International Conference on Robotics and Automation/Proceedings · doi:10.1109/icra.2018.8462927 · Cited by 50 · see citing works
Vision-Based Hand Gesture Recognition for Human-Robot Collaboration: A Survey
Xia, Z., Lei, Q., Yang, Y., Zhang, H., He, Y. L., Wang, W., & Huang, M. (2019) · International Conference on Control, Automation and Robotics (ICCAR) · doi:10.1109/iccar.2019.8813509 · Cited by 50 · see citing works
Human-Robot-Interaction for mobile industrial robot teams
Berg, J., Lottermoser, A., Richter, C., & Reinhart, G. (2019) · Procedia CIRP · doi:10.1016/j.procir.2019.02.080 · Cited by 49 · see citing works
Kousi, N., Stoubos, C., Gkournelos, C., Michalos, G., & Makris, S. (2019) · Procedia CIRP · doi:10.1016/j.procir.2019.04.328 · Cited by 49 · see citing works
Self-citationTowards an optimal avoidance strategy for collaborative robots
Zanchettin, A. M., Rocco, P., Chiappa, S., & Rossi, R. (2019) · Robotics and Computer-Integrated Manufacturing · doi:10.1016/j.rcim.2019.01.015 · Cited by 48 · see citing works
A hybrid approach to user-oriented programming of collaborative robots
Fogli, D., Gargioni, L., Guida, G., & Tampalini, F. (2021) · Robotics and Computer-Integrated Manufacturing · doi:10.1016/j.rcim.2021.102234 · Cited by 44 · see citing works
Human-centered AI and robotics
Doncieux, S., Chatila, R., Straube, S., & Kirchner, F. (2022) · AI Perspectives · doi:10.1186/s42467-021-00014-x · Cited by 48 · see citing works
Liu, Z., Liu, Q., Wang, L., Xu, W., & Zhou, Z. (2021) · The International Journal of Advanced Manufacturing Technology · doi:10.1007/s00170-021-07265-2 · Cited by 45 · see citing works
Improvement of an Industrial Robotic Flaw Detection System
Algburi, R. N. A., Gao, H., & Al‐Huda, Z. (2022) · IEEE Transactions on Automation Science and Engineering · doi:10.1109/tase.2022.3141248 · Cited by 45 · see citing works
The path towards contact-based physical human–robot interaction
Farajtabar, M., & Charbonneau, M. (2024) · Robotics and Autonomous Systems · doi:10.1016/j.robot.2024.104829 · Cited by 44 · see citing works
Cycle Time and Human Fatigue Minimization for Human-Robot Collaborative Assembly Cell
Zhang, M., Li, C., Shang, Y., & Liu, Z. (2022) · IEEE Robotics and Automation Letters · doi:10.1109/lra.2022.3149058 · Cited by 42 · see citing works
Storm, F. A., Chiappini, M., Dei, C., Piazza, C., André, E., Reißner, N., Brdar, I., Fave, A. D., Gebhard, P., Malosio, M., et al. (2022) · Human Factors and Ergonomics in Manufacturing & Service Industries · doi:10.1002/hfm.20952 · Cited by 42 · see citing works
AR based robot programming using teaching by demonstration techniques
Lotsaris, K., Gkournelos, C., Fousekis, N., Kousi, N., & Makris, S. (2021) · Procedia CIRP · doi:10.1016/j.procir.2020.09.186 · Cited by 42 · see citing works
Self-citationComparison of RGB-D and IMU-based gesture recognition for human-robot interaction in remanufacturing
Roda-Sánchez, L., Garrido-Hidalgo, C., García, A. S., Olivares, T., & Fernández‐Caballero, A. (2021) · The International Journal of Advanced Manufacturing Technology · doi:10.1007/s00170-021-08125-9 · Cited by 44 · see citing works
Hussain, A., Amin, S. U., Fayaz, M., & Seo, S. (2023) · Computer Systems Science and Engineering · doi:10.32604/csse.2023.037258 · Cited by 41 · see citing works
Dynamic distribution of assembly tasks in a collaborative workcell of humans and robots
Antonelli, D., & Bruno, G. (2019) · FME Transaction · doi:10.5937/fmet1904723a · Cited by 41 · see citing works
MEGURU: a gesture-based robot program builder for Meta-Collaborative workstations
Nuzzi, C., Pasinetti, S., Pagani, R., Ghidini, S., Beschi, M., Coffetti, G., & Sansoni, G. (2020) · Robotics and Computer-Integrated Manufacturing · doi:10.1016/j.rcim.2020.102085 · Cited by 41 · see citing works
Reyes-Uquillas, D., & Hsiao, T. (2021) · Robotics and Computer-Integrated Manufacturing · doi:10.1016/j.rcim.2021.102127 · Cited by 41 · see citing works
Performance Analysis of Body Tracking with the Microsoft Azure Kinect
Romeo, L., Marani, R., Malosio, M., Perri, A. G., & D’Orazio, T. (2021) · Mediterranean Conference on Control and Automation (MED) · doi:10.1109/med51440.2021.9480177 · Cited by 41 · see citing works
Enabling robotic social intelligence by engineering human social-cognitive mechanisms
Wiltshire, T. J., Warta, S. F., Barber, D. J., & Fiore, S. M. (2016) · Cognitive Systems Research · doi:10.1016/j.cogsys.2016.09.005 · Cited by 40 · see citing works
Closed-Loop Robotic Arm Manipulation Based on Mixed Reality
Mourtzis, D., Angelopoulos, J., & Panopoulos, N. (2022) · Applied Sciences · doi:10.3390/app12062972 · Cited by 40 · see citing works
Salunkhe, O., Stahre, J., Romero, D., Li, D., & Johansson, B. (2023) · Computers & Industrial Engineering · doi:10.1016/j.cie.2023.109572 · Cited by 39 · see citing works
- Authors
- Tsarouchi, P., Makris, S., & Chryssolouris, G.
- Affiliations
- University of Patras (GR)
- Corresponding author
- Chryssolouris, George
- Venue
- International Journal of Computer Integrated Manufacturing
- Publisher
- Informa UK Limited
- Published
- 2016-02-29
- Volume
- 29
- Issue
- 8
- Pages
- 916-931
- ISSN
- 0951-192X (ISSN-L)
- 1362-3052
- OpenAlex
- W2312797433
- Cited by
- 376
- References
- 115
- Citations by year
- 2026: 19 · 2025: 19 · 2024: 31 · 2023: 44 · 2022: 42 · 2021: 62 · 2020: 62 · 2019: 39 · 2018: 31 · 2017: 24 · 2016: 3
- FWCI
- 27.20
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- International Journal of Computer Integrated Manufacturing (publishedVersion)
- Topics
- Physical Sciences › Engineering › Control and Systems Engineering › Robot Manipulation and Learning
- Social Sciences › Psychology › Social Psychology › Social Robot Interaction and HRI
- Physical Sciences › Engineering › Control and Systems Engineering › Robotics and Automated Systems
- Keywords
- human-robot interaction, task planning, robot programming, task allocation, task scheduling, digital human models, imitation learning, voice commands, haptic interaction, physical human-robot interaction, robot safety, multimodal communication, manufacturing automation
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