Project description
Enhancing human robot collaboration safety
Human-robot collaboration (HRC) is essential in robotics within Industry 4.0. To prevent collisions and enhance safety, techniques such as external cameras, sensor-embedded robot skins, and image-based feedback control, primarily using vision-based technology, are employed. The EU-funded HRC project will improve safety in HRC by using a novel convergent stereo-camera model that eliminates the need for image rectification. This model offers lower computational complexity and faster execution times than existing stereovision techniques. Additionally, the project will advance robot skin technology by integrating high-resolution visual data and enhancing tactile capabilities with visual features based on the stereo-camera model. Ultimately, it will deepen understanding of robotic vision and control.
Objective
Human-robot collaboration (HRC) is an important and established subject of study and research in the field of robotics (as part of Industry 4.0) which currently pervades many aspects of human endeavour. Advances in HRC have diversified the application of robots from the traditional production line to intelligent manufacturing, homecare, and healthcare. In such applications, human-robot collisions are bound to occur, with adverse consequences. To overcome the challenge of collision and improve safety in HRC in a shared workspace, several techniques (which employ vision, acoustics or haptics technology) have been developed. The techniques include external positioning of cameras in the workspace, use of robot skin embedded with sensors, and image-based feedback control. These three methods typically apply vision-based technology.
This proposal aims to employ a novel and validated convergent stereo camera model (that does not require image rectification) in robots with a view to improving safety in HRC. The model is characterized by less computational complexity and short execution time relative to existing reconstruction models in stereovision literature. Subsequently, the project will introduce an improvement for robot skin to also have visual information from high-resolution cameras by extending the geometric analysis and mathematical modeling of non-rectification stereo imaging to multicamera imaging in the light of safety improvement in HRC using robot skin. This will complement the tactile sensation capabilities of robot skin with enhanced visual features that incorporate elements of the validated stereo camera model. Finally, a double-view image-based visual servoing control strategy will be developed for the improvement of safety in HRC using the validated model. While contributing to robotics literature and presenting new approaches to collision avoidance in HRC, this project will ultimately deepen the researcher’s understanding of robotic vision and control.
Fields of science (EuroSciVoc)
CORDIS classifies projects with EuroSciVoc, a multilingual taxonomy of fields of science, through a semi-automatic process based on NLP techniques. See: The European Science Vocabulary.
CORDIS classifies projects with EuroSciVoc, a multilingual taxonomy of fields of science, through a semi-automatic process based on NLP techniques. See: The European Science Vocabulary.
- engineering and technology electrical engineering, electronic engineering, information engineering electronic engineering sensors optical sensors
- engineering and technology electrical engineering, electronic engineering, information engineering electronic engineering robotics
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Keywords
Project’s keywords as indicated by the project coordinator. Not to be confused with the EuroSciVoc taxonomy (Fields of science)
Project’s keywords as indicated by the project coordinator. Not to be confused with the EuroSciVoc taxonomy (Fields of science)
Programme(s)
Multi-annual funding programmes that define the EU’s priorities for research and innovation.
Multi-annual funding programmes that define the EU’s priorities for research and innovation.
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HORIZON.4.1 - Widening participation and spreading excellence
MAIN PROGRAMME
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Topic(s)
Calls for proposals are divided into topics. A topic defines a specific subject or area for which applicants can submit proposals. The description of a topic comprises its specific scope and the expected impact of the funded project.
Calls for proposals are divided into topics. A topic defines a specific subject or area for which applicants can submit proposals. The description of a topic comprises its specific scope and the expected impact of the funded project.
Funding Scheme
Funding scheme (or “Type of Action”) inside a programme with common features. It specifies: the scope of what is funded; the reimbursement rate; specific evaluation criteria to qualify for funding; and the use of simplified forms of costs like lump sums.
Funding scheme (or “Type of Action”) inside a programme with common features. It specifies: the scope of what is funded; the reimbursement rate; specific evaluation criteria to qualify for funding; and the use of simplified forms of costs like lump sums.
HORIZON-TMA-MSCA-PF-EF - HORIZON TMA MSCA Postdoctoral Fellowships - European Fellowships
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Call for proposal
Procedure for inviting applicants to submit project proposals, with the aim of receiving EU funding.
Procedure for inviting applicants to submit project proposals, with the aim of receiving EU funding.
(opens in new window) HORIZON-WIDERA-2024-TALENTS-02
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Net EU financial contribution. The sum of money that the participant receives, deducted by the EU contribution to its linked third party. It considers the distribution of the EU financial contribution between direct beneficiaries of the project and other types of participants, like third-party participants.
708 00 OSTRAVA PORUBA
Czechia
The total costs incurred by this organisation to participate in the project, including direct and indirect costs. This amount is a subset of the overall project budget.