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SecondHands SIGNED

SecondHands: A Robot Assistant For Industrial Maintenance Tasks

Total Cost €

EC-Contrib. €

Partnership

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Outcomes and
results

SecondHands project word cloud

Explore the words cloud of the SecondHands project. It provides you a very rough idea of what is the project "SecondHands" about.

scope routine monitoring technicians behavioural dynamic once something subject generalise performing competencies coupled training prompting pro previously perceptual preventative actual maintenance pair recognition conceptually representative actively validation engineer context base trained action recognise predict technician repertoire assistant generation assistance robot hands unseen theory either construction understand learnt describes usefully

Project "SecondHands" data sheet

The following table provides information about the project.

Coordinator	OCADO GROUP PLC Organization address address: BUILDINGS ONE & TWO TRIDENT PLACE MOSQUITO WAY city: HATFIELD postcode: AL10 9UL website: n.a. contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.
Coordinator Country	United Kingdom [UK]
Project website	http://www.secondhands.eu
Total cost	6˙930˙000 €
EC max contribution	5˙994˙000 € (86%)
Programme	1. H2020-EU.2.1.1.5. (Advanced interfaces and robots: Robotics and smart spaces)
Code Call	H2020-ICT-2014-1
Funding Scheme	RIA
Starting year	2015
Duration (year-month-day)	from 2015-05-01 to 2020-04-30

Partnership

Take a look of project's partnership.

#	participants	country	role	EC contrib. [€]
1	OCADO GROUP PLC OCADO GROUP PLC Organization address address: BUILDINGS ONE & TWO TRIDENT PLACE MOSQUITO WAY city: HATFIELD postcode: AL10 9UL website: n.a. contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	UK (HATFIELD)	coordinator	1˙768˙250.00
2	KARLSRUHER INSTITUT FUER TECHNOLOGIE KARLSRUHER INSTITUT FUER TECHNOLOGIE Organization address address: KAISERSTRASSE 12 city: KARLSRUHE postcode: 76131 website: www.kit.edu contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	DE (KARLSRUHE)	participant	2˙249˙750.00
3	UNIVERSITA DEGLI STUDI DI ROMA LA SAPIENZA UNIVERSITA DEGLI STUDI DI ROMA LA SAPIENZA Organization address address: Piazzale Aldo Moro 5 city: ROMA postcode: 185 website: www.uniroma1.it contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	IT (ROMA)	participant	993˙750.00
4	UNIVERSITY COLLEGE LONDON UNIVERSITY COLLEGE LONDON Organization address address: GOWER STREET city: LONDON postcode: WC1E 6BT website: n.a. contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	UK (LONDON)	participant	982˙250.00
5	ECOLE POLYTECHNIQUE FEDERALE DE LAUSANNE ECOLE POLYTECHNIQUE FEDERALE DE LAUSANNE Organization address address: BATIMENT CE 3316 STATION 1 city: LAUSANNE postcode: 1015 website: www.epfl.ch contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	CH (LAUSANNE)	participant	0.00

Map

Project objective

The subject of this proposal is a robot assistant that is trained to understand maintenance tasks so that it can either pro-actively or as a result of prompting, offer assistance to maintenance technicians performing routine and preventative maintenance. Conceptually the robot's task is to provide a second pair of hands to the maintenance engineer, such that once the robot has been trained it can predict when and how it can usefully provide help.

The robot's behavioural repertoire is learnt in a training phase that includes the monitoring of maintenance technician activity, the construction of a knowledge base that describes the context of a task, and a theory of action that enables dynamic behaviour generation. The result is a set of competencies coupled with an ability to recognise the state of a task and an understanding of how these competencies can be usefully deployed given the state.

The scope of work includes the construction of a robot assistant, the systems that facilitate the training, the actual training on a number of representative tasks, perceptual systems that facilitate activity recognition, and validation of the system's ability to usefully contribute to tasks in collaboration with a maintenance engineer. Assessment of the system will test its ability to recognise when it doesn't know something as well as its ability to generalise its knowledge to previously unseen tasks.

Deliverables

List of deliverables.
Task generation and task switching preliminary implementation	Other	2019-08-29 13:28:51
3D object recognition for a small number of object categories and action recognition for a simple vocabulary of gestures. Interface with other work packages	Other	2019-08-29 13:28:55
Preliminary Knowledge learning model in completely known scenario; planning and execution of a pre-generated maintenance task	Other	2019-04-29 08:15:04
3D Human pose estimation in uncluttered lab-based background. Interface with other work packages	Other	2019-04-29 08:15:04
Dense 3D geometry acquisition and segmentation in a simplified lab environment (no articulated or non-rigid objects). Interface with other work packages	Other	2019-04-29 08:15:04

Take a look to the deliverables list in detail: detailed list of SecondHands deliverables.

Publications

List of publications.
year	authors and title	journal	last update
2016	Jan Niehues, Thai Son Nguyen, Eunah Cho, Thanh-Le Ha, Kevin Kilgour, Markus MÃ¼ller, Matthias Sperber, Sebastian StÃ¼ker, and Alex Waibel Dynamic transcription for low-latency speech translation published pages: , ISSN: , DOI:	Proceedings of INTERSPEECH Annual	2019-05-29
2015	M. Sanzari, F. Natola, F. Nardi, V. Ntouskos, M. Qudseya, and F. Pirri Rigid tool affordance matching points of regard published pages: , ISSN: , DOI:	\"Proceedings of the IROS 2015 Workshop \"\"Learning object affordances: a fundamental step to allow prediction, planning and tool use?\"\"\"	2019-05-29
2016	F. Natola, V. Ntouskos, F. Pirri, and M. Sanzari Single image object modeling based on BRDF and r-surfaces learning published pages: , ISSN: , DOI:	IEEE conference on Computer Vision and Pattern Recognition Annual	2019-05-29
2016	Mirko WÃ¤chter, Simon Ottenhaus, Manfred KrÃ¶hnert, Nikolaus Vahrenkamp, Tamim Asfour The ArmarX Statechart Concept: Graphical Programing of Robot Behavior published pages: , ISSN: 2296-9144, DOI: 10.3389/frobt.2016.00033	Frontiers in Robotics and AI 3	2019-05-29
2018	Penate-Sanchez, Adrian; Agapito, Lourdes 3D Pick & Mix: Object Part Blending in Joint Shape and Image Manifolds published pages: , ISSN: , DOI:	Proceedings of the Asian Conference on Computer Vision (ACCVâ€™18) 2	2019-06-06
2019	Manuel A. Ruiz Garcia, Rafael A. Rojas, Fiora Pirri Object-Centered Teleoperation of Mobile Manipulators With Remote Center of Motion Constraint published pages: 1745-1752, ISSN: 2377-3766, DOI: 10.1109/LRA.2019.2897172	IEEE Robotics and Automation Letters 4/2	2019-06-06
2019	Camil Demetrescu, Francesco Lupia, Angelo Mendicelli, Andrea Ribichini, Francesco Scarcello, Marco Schaerf On the Shapley value and its application to the Italian VQR research assessment exercise published pages: 87-104, ISSN: 1751-1577, DOI: 10.1016/j.joi.2018.11.008	Journal of Informetrics 13/1	2019-06-06
2019	Constantin, Stefan; Niehues, Jan; Waibel, Alex Multi-task learning to improve natural language understanding published pages: , ISSN: , DOI:	Proceedings of the Tenth International Workshop on Spoken Dialogue Systems (IWSDS) 10	2019-06-06
2018	Camil Demetrescu, Andrea Ribichini, Marco Schaerf Accuracy of author names in bibliographic data sources: an Italian case study published pages: 1777-1791, ISSN: 0138-9130, DOI: 10.1007/s11192-018-2945-x	Scientometrics 117/3	2019-06-06
2019	Mauro, Lorenzo; Puja, Francesco; Grazioso, Simone; Ntouskos, Valsamis; Sanzari, Marta; Alati, Edoardo; Pirri, Fiora Visual search and recognition for robot task execution and monitoring published pages: 94-109, ISSN: , DOI: 10.3233/978-1-61499-929-4-94	Frontiers in Artificial Intelligence and Applications 2	2019-06-06
2016	Ntouskos, Valsamis; Pirri, Fiora Confidence driven TGV fusion published pages: , ISSN: , DOI:	5	2019-05-27
2019	Marta Sanzari, Valsamis Ntouskos, Fiora Pirri Discovery and recognition of motion primitives in human activities published pages: e0214499, ISSN: 1932-6203, DOI: 10.1371/journal.pone.0214499	PLOS ONE 14/4	2019-05-27
2018	Nikolaus Vahrenkamp, Eduard Koch, Mirko Wachter, Tamim Asfour Planning High-Quality Grasps Using Mean Curvature Object Skeletons published pages: 911-918, ISSN: 2377-3766, DOI: 10.1109/lra.2018.2792694	IEEE Robotics and Automation Letters 3/2	2019-05-27
2017	Puja, Francesco; Grazioso, Simone; Tammaro, Antonio; Ntouskos, Valsmis; Sanzari, Marta; Pirri, Fiora Vision-based deep execution monitoring published pages: , ISSN: , DOI:	CoRR 2017 1	2019-05-27
2018	Constantin, Stefan; Niehues, Jan; Waibel, Alex An End-to-End Goal-Oriented Dialog System with a Generative Natural Language Response Generation published pages: , ISSN: , DOI:	IWSDS 2018 1	2019-05-27
2018	RÃ¼nz, Martin; Buffier, Maud; Agapito, Lourdes MaskFusion: Real-Time Recognition, Tracking and Reconstruction of Multiple Moving Objects published pages: , ISSN: , DOI:	IEEE International Symposium on Mixed and Augmented Reality (ISMAR) 2018 1	2019-05-27
2017	Lorenzo Porzi, Samuel Rota Bulo, Adrian Penate-Sanchez, Elisa Ricci, Francesc Moreno-Noguer Learning Depth-Aware Deep Representations for Robotic Perception published pages: 468-475, ISSN: 2377-3766, DOI: 10.1109/LRA.2016.2637444	IEEE Robotics and Automation Letters 2/2	2019-05-27
2016	Liu-Yin, Qi; Yu, Rui; Agapito, Lourdes; Fitzgibbon, Andrew; Russell, Chris Better Together: Joint Reasoning for Non-rigid 3D Reconstruction with Specularities and Shading published pages: , ISSN: , DOI:	British Machine Vision Conference (BMVC) 2016 1	2019-05-27
2017	Ruede, Robin; MÃ¼ller, Markus; StÃ¼ker, Sebastian; Waibel, Alex Yeah, Right, Uh-Huh: A Deep Learning Backchannel Predictor published pages: , ISSN: , DOI:	Proceedings of the Eight International Workshop on Spoken Dialogue System 3	2019-05-27
2016	Matthias Plappert, Christian Mandery, Tamim Asfour The KIT Motion-Language Dataset published pages: 236-252, ISSN: 2167-6461, DOI: 10.1089/big.2016.0028	Big Data 4/4	2019-05-27
2016	JosÃ© Medina, Klas Kronander, and Aude Billard Risk-sensitive Model Predictive Control for Reproducing Uncertain Dynamical Systems published pages: , ISSN: , DOI:	Workshop on Dynamic Locomotion and Manipulation	2019-05-30

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