Research on neuromorphic vision sensor and its applications
Neuromorphic vision sensor is a biologically inspired artificial neural system that mimics algorithmic behavior of biological vision systems,which has numerous advantages over standard vision sensors,such as high temporal resolution,low latency,low power,high dynamic range,etc.At first,a brief intro...
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| Main Authors: | , , , , |
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| Format: | Article |
| Language: | zho |
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China InfoCom Media Group
2019-12-01
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| Series: | 物联网学报 |
| Subjects: | |
| Online Access: | http://www.wlwxb.com.cn/zh/article/doi/10.11959/j.issn.2096-3750.2019.00133/ |
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| _version_ | 1841531203092480000 |
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| author | Yongsheng SANG Renhao LI Yaoqian LI Qiangwei WANG Yao MAO |
| author_facet | Yongsheng SANG Renhao LI Yaoqian LI Qiangwei WANG Yao MAO |
| author_sort | Yongsheng SANG |
| collection | DOAJ |
| description | Neuromorphic vision sensor is a biologically inspired artificial neural system that mimics algorithmic behavior of biological vision systems,which has numerous advantages over standard vision sensors,such as high temporal resolution,low latency,low power,high dynamic range,etc.At first,a brief introduction to neuromorphic engineering,neuromorphic chips,and vision sensors was given.Then the main computing methods for neuromorphic vision were reviewed,including probability and statistics,spiking neural network and deep neural network.Finally,several kinds of applications based on neuromorphic vision sensors were given,such as simultaneous localization and mapping (SLAM),image reconstruction (IR),etc.A review of hardware,computing methods and applications for neuromorphic vision sensors was given,which provided a comprehensive reference for researchers. |
| format | Article |
| id | doaj-art-cff21e53bae2444fb234143aafb2a8fd |
| institution | Kabale University |
| issn | 2096-3750 |
| language | zho |
| publishDate | 2019-12-01 |
| publisher | China InfoCom Media Group |
| record_format | Article |
| series | 物联网学报 |
| spelling | doaj-art-cff21e53bae2444fb234143aafb2a8fd2025-01-15T02:52:42ZzhoChina InfoCom Media Group物联网学报2096-37502019-12-013637159645276Research on neuromorphic vision sensor and its applicationsYongsheng SANGRenhao LIYaoqian LIQiangwei WANGYao MAONeuromorphic vision sensor is a biologically inspired artificial neural system that mimics algorithmic behavior of biological vision systems,which has numerous advantages over standard vision sensors,such as high temporal resolution,low latency,low power,high dynamic range,etc.At first,a brief introduction to neuromorphic engineering,neuromorphic chips,and vision sensors was given.Then the main computing methods for neuromorphic vision were reviewed,including probability and statistics,spiking neural network and deep neural network.Finally,several kinds of applications based on neuromorphic vision sensors were given,such as simultaneous localization and mapping (SLAM),image reconstruction (IR),etc.A review of hardware,computing methods and applications for neuromorphic vision sensors was given,which provided a comprehensive reference for researchers.http://www.wlwxb.com.cn/zh/article/doi/10.11959/j.issn.2096-3750.2019.00133/neuromorphic vision sensorevent-based cameraframe-based cameraneural networksimultaneous localization and mappingimage reconstruction |
| spellingShingle | Yongsheng SANG Renhao LI Yaoqian LI Qiangwei WANG Yao MAO Research on neuromorphic vision sensor and its applications 物联网学报 neuromorphic vision sensor event-based camera frame-based camera neural network simultaneous localization and mapping image reconstruction |
| title | Research on neuromorphic vision sensor and its applications |
| title_full | Research on neuromorphic vision sensor and its applications |
| title_fullStr | Research on neuromorphic vision sensor and its applications |
| title_full_unstemmed | Research on neuromorphic vision sensor and its applications |
| title_short | Research on neuromorphic vision sensor and its applications |
| title_sort | research on neuromorphic vision sensor and its applications |
| topic | neuromorphic vision sensor event-based camera frame-based camera neural network simultaneous localization and mapping image reconstruction |
| url | http://www.wlwxb.com.cn/zh/article/doi/10.11959/j.issn.2096-3750.2019.00133/ |
| work_keys_str_mv | AT yongshengsang researchonneuromorphicvisionsensoranditsapplications AT renhaoli researchonneuromorphicvisionsensoranditsapplications AT yaoqianli researchonneuromorphicvisionsensoranditsapplications AT qiangweiwang researchonneuromorphicvisionsensoranditsapplications AT yaomao researchonneuromorphicvisionsensoranditsapplications |