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Contenuto archiviato il 2024-06-18

Clothes Perception and Manipulation

Descrizione del progetto


Cognitive Systems and Robotics

The CloPeMa project aims to advance the state of the art in the autonomous perception and manipulation of all kinds of fabrics, textiles and garments. Various garments will be presented in a random pile on an arbitrary background and novel ways of manipulating them (sorting, folding, etc.) will be learned on demand in a real-life dynamic environment.
The removal of previously indispensable deterministic assumptions about the modes of the textiles presentation and handling is expected to lead to greater robustness, reliability, and a wider field of applications. CloPeMa's main objective is closer integration of perception, action, learning, and reasoning.

This project aims to advance the state of the art in the autonomous perception and manipulation of all kinds of fabrics, textiles and garments.The novelty and uniqueness of this project is due chiefly to its generality. Various garments will be presented in a random pile on an arbitrary background and novel ways of manipulating them (sorting, folding, etc.) will be learned on demand in a real-life dynamic environment. The removal of previously indispensable deterministic assumptions about the modes of the textiles presentation and handling is expected to lead to greater robustness, reliability, and a wider field of applications.CloPeMa's main objective is closer integration of perception, action, learning, and reasoning. Perception means integrated haptic and visual sensing, recognition, and support for perception-action reactive cycle. Actions will be performed by a cooperating pair of robotic hands, part of the CloPeMa experimental testbed duplicated in three project partners. The hands will combine all state of the art solutions for manipulation of limp material: variable impedance actuation on a compliant hand mechanism architecture using smart materials and tactile sensorization with artificial skin on large areas.Goals and actions will be learned in a dynamic environment. All components will be subject to statistical learning, spatial reasoning, and high-level reasoning. Thus integrated, CloPeMa is aimed at functionalities that had hitherto proved elusive for systems using only some of these parts in isolation.Data and procedures to obtain them on the experimental testbed will be collected and made public. Results will be measured and analysed within three carefully defined demonstrator projects of increasing difficulty.The consortium includes expertise in all the component areas, as well as industrial involvement promising cross-fertilisation and applicability. Both basic exploratory research and implementations of its results are foreseen.

Campo scientifico (EuroSciVoc)

CORDIS classifica i progetti con EuroSciVoc, una tassonomia multilingue dei campi scientifici, attraverso un processo semi-automatico basato su tecniche NLP. Cfr.: Il Vocabolario Scientifico Europeo.

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FP7-ICT-2011-7
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Coordinatore

ETHNIKO KENTRO EREVNAS KAI TECHNOLOGIKIS ANAPTYXIS
Contributo UE
€ 677 368,00
Indirizzo
CHARILAOU THERMI ROAD 6 KM
57 001 THERMI THESSALONIKI
Grecia

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Βόρεια Ελλάδα Κεντρική Μακεδονία Θεσσαλονίκη
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