Vision-based manipulation of deformable and rigid objects using subspace projections of 2D contours
نویسندگان
چکیده
This paper proposes a unified vision-based manipulation framework using image contours of deformable/rigid objects. Instead explicitly defining the features by geometries or functions, robot automatically learns visual from processed vision data. Our method simultaneously generates – same data both and interaction matrix that relates them to control inputs. Extraction feature vector commands is done online adaptively, requires little for initialization. allows manipulate an object without knowing whether it rigid deformable. To validate our approach, we conduct numerical simulations experiments with deformable
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ژورنال
عنوان ژورنال: Robotics and Autonomous Systems
سال: 2021
ISSN: ['0921-8890', '1872-793X']
DOI: https://doi.org/10.1016/j.robot.2021.103798