The Visual Neuroscience of Robotic Grasping: Achieving Sensorimotor Skills through Dorsal-Ventral Stream Integration
This book presents interdisciplinary research that pursues the mutual enrichment of neuroscience and robotics. Building on experimental work, and on the wealth of literature regarding the two cortical pathways of visual processing - the dorsal and ventral streams - we define and implement, computati...
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| Ngôn ngữ: | English |
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Springer
2015
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| Truy cập trực tuyến: | https://scholar.dlu.edu.vn/thuvienso/handle/DLU123456789/58598 |
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oai:scholar.dlu.edu.vn:DLU123456789-585982023-11-11T06:18:05Z The Visual Neuroscience of Robotic Grasping: Achieving Sensorimotor Skills through Dorsal-Ventral Stream Integration Chinellato, Eris del Pobil, Angel P Neurosciences Engineering Bioinformatics This book presents interdisciplinary research that pursues the mutual enrichment of neuroscience and robotics. Building on experimental work, and on the wealth of literature regarding the two cortical pathways of visual processing - the dorsal and ventral streams - we define and implement, computationally and on a real robot, a functional model of the brain areas involved in vision-based grasping actions. Grasping in robotics is largely an unsolved problem, and we show how the bio-inspired approach is successful in dealing with some fundamental issues of the task. Our robotic system can safely perform grasping actions on different unmodeled objects, denoting especially reliable visual and visuomotor skills. The computational model and the robotic experiments help in validating theories on the mechanisms employed by the brain areas more directly involved in grasping actions. This book offers new insights and research hypotheses regarding such mechanisms, especially for what concerns the interaction between the dorsal and ventral streams. Moreover, it helps in establishing a common research framework for neuroscientists and roboticists regarding research on brain functions. 2015-09-29T08:38:11Z 2015-09-29T08:38:11Z 2015 Book 978-3-319-20303-4 978-3-319-20302-7 https://scholar.dlu.edu.vn/thuvienso/handle/DLU123456789/58598 en application/pdf Springer |
| institution |
Thư viện Trường Đại học Đà Lạt |
| collection |
Thư viện số |
| language |
English |
| topic |
Neurosciences Engineering Bioinformatics |
| spellingShingle |
Neurosciences Engineering Bioinformatics Chinellato, Eris del Pobil, Angel P The Visual Neuroscience of Robotic Grasping: Achieving Sensorimotor Skills through Dorsal-Ventral Stream Integration |
| description |
This book presents interdisciplinary research that pursues the mutual enrichment of neuroscience and robotics. Building on experimental work, and on the wealth of literature regarding the two cortical pathways of visual processing - the dorsal and ventral streams - we define and implement, computationally and on a real robot, a functional model of the brain areas involved in vision-based grasping actions.
Grasping in robotics is largely an unsolved problem, and we show how the bio-inspired approach is successful in dealing with some fundamental issues of the task. Our robotic system can safely perform grasping actions on different unmodeled objects, denoting especially reliable visual and visuomotor skills.
The computational model and the robotic experiments help in validating theories on the mechanisms employed by the brain areas more directly involved in grasping actions. This book offers new insights and research hypotheses regarding such mechanisms, especially for what concerns the interaction between the dorsal and ventral streams. Moreover, it helps in establishing a common research framework for neuroscientists and roboticists regarding research on brain functions. |
| format |
Book |
| author |
Chinellato, Eris del Pobil, Angel P |
| author_facet |
Chinellato, Eris del Pobil, Angel P |
| author_sort |
Chinellato, Eris |
| title |
The Visual Neuroscience of Robotic Grasping:
Achieving Sensorimotor Skills through Dorsal-Ventral Stream Integration |
| title_short |
The Visual Neuroscience of Robotic Grasping:
Achieving Sensorimotor Skills through Dorsal-Ventral Stream Integration |
| title_full |
The Visual Neuroscience of Robotic Grasping:
Achieving Sensorimotor Skills through Dorsal-Ventral Stream Integration |
| title_fullStr |
The Visual Neuroscience of Robotic Grasping:
Achieving Sensorimotor Skills through Dorsal-Ventral Stream Integration |
| title_full_unstemmed |
The Visual Neuroscience of Robotic Grasping:
Achieving Sensorimotor Skills through Dorsal-Ventral Stream Integration |
| title_sort |
visual neuroscience of robotic grasping:
achieving sensorimotor skills through dorsal-ventral stream integration |
| publisher |
Springer |
| publishDate |
2015 |
| url |
https://scholar.dlu.edu.vn/thuvienso/handle/DLU123456789/58598 |
| _version_ |
1782540992945061888 |