Stereo-vision calibration by multi-layer perceptrons of an artificial neural network
The aim of this study is to restore some vision to the visually impaired individual via non-invasive digital stimulation. The objective is attained by transmitting processed information to the vision cortex, via non-invasive Trans-cranial Magnetic Stimulation (TMS) technique so as to excite the elem...
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2011
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| Online Access: | http://hdl.handle.net/10725/6721 http://libraries.lau.edu.lb/research/laur/terms-of-use/articles.php http://ieeexplore.ieee.org/abstract/document/6046679/ |
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| _version_ | 1864513466188955648 |
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| author | Nasr, George |
| author2 | Achkar, Roger Fayad, Fadi |
| author2_role | author author |
| author_facet | Nasr, George Achkar, Roger Fayad, Fadi |
| author_role | author |
| dc.creator.none.fl_str_mv | Nasr, George Achkar, Roger Fayad, Fadi |
| dc.date.none.fl_str_mv | 2011 2017-12-05T13:08:41Z 2017-12-05T13:08:41Z 2017-12-05 |
| dc.identifier.none.fl_str_mv | 978-953-184-159-7 http://hdl.handle.net/10725/6721 Nasr, G., Achkar, R., & Fayad, F. (2011, September). Stereo-vision calibration by multi-layer perceptrons of an artificial neural network. In Image and Signal Processing and Analysis (ISPA), 2011 7th International Symposium on (pp. 621-626). IEEE. http://libraries.lau.edu.lb/research/laur/terms-of-use/articles.php http://ieeexplore.ieee.org/abstract/document/6046679/ |
| dc.language.none.fl_str_mv | en |
| dc.publisher.none.fl_str_mv | IEEE Xplore |
| dc.rights.*.fl_str_mv | info:eu-repo/semantics/openAccess |
| dc.title.none.fl_str_mv | Stereo-vision calibration by multi-layer perceptrons of an artificial neural network |
| dc.type.none.fl_str_mv | Conference Paper / Proceeding info:eu-repo/semantics/publishedVersion info:eu-repo/semantics/conferenceObject |
| description | The aim of this study is to restore some vision to the visually impaired individual via non-invasive digital stimulation. The objective is attained by transmitting processed information to the vision cortex, via non-invasive Trans-cranial Magnetic Stimulation (TMS) technique so as to excite the elementary unit of the nervous system. The feeding of the vision neural system is done through an Artificial Vision Neural Network (AVNN) of interconnected cells that generate images which help the vision impaired individual to recognize objects. The AVNN adapts the processed information to a form suitable for transmission. The said information is wirelessly sent by an array of electrodes to the brain; that is, a neuron to neuron communication is applied. This process is easy to apply since the function and the structure of the AVNN are similar to those of the neurons found in human's vision system, and which can be replaced by a well learned network. The AVNN network is fed with the 3D image provided by a digital stereo vision system, which by itself is an auto updated stereovision neural network. In this study, the calibration phase by neural network is achieved. |
| eu_rights_str_mv | openAccess |
| format | conferenceObject |
| id | LAURepo_ee5130e9770b9e716d3bcae220ab96f3 |
| identifier_str_mv | 978-953-184-159-7 Nasr, G., Achkar, R., & Fayad, F. (2011, September). Stereo-vision calibration by multi-layer perceptrons of an artificial neural network. In Image and Signal Processing and Analysis (ISPA), 2011 7th International Symposium on (pp. 621-626). IEEE. |
| language_invalid_str_mv | en |
| network_acronym_str | LAURepo |
| network_name_str | Lebanese American University repository |
| oai_identifier_str | oai:laur.lau.edu.lb:10725/6721 |
| publishDate | 2011 |
| publisher.none.fl_str_mv | IEEE Xplore |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| spelling | Stereo-vision calibration by multi-layer perceptrons of an artificial neural networkNasr, GeorgeAchkar, RogerFayad, FadiThe aim of this study is to restore some vision to the visually impaired individual via non-invasive digital stimulation. The objective is attained by transmitting processed information to the vision cortex, via non-invasive Trans-cranial Magnetic Stimulation (TMS) technique so as to excite the elementary unit of the nervous system. The feeding of the vision neural system is done through an Artificial Vision Neural Network (AVNN) of interconnected cells that generate images which help the vision impaired individual to recognize objects. The AVNN adapts the processed information to a form suitable for transmission. The said information is wirelessly sent by an array of electrodes to the brain; that is, a neuron to neuron communication is applied. This process is easy to apply since the function and the structure of the AVNN are similar to those of the neurons found in human's vision system, and which can be replaced by a well learned network. The AVNN network is fed with the 3D image provided by a digital stereo vision system, which by itself is an auto updated stereovision neural network. In this study, the calibration phase by neural network is achieved.N/AIEEE Xplore2017-12-05T13:08:41Z2017-12-05T13:08:41Z20112017-12-05Conference Paper / Proceedinginfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/conferenceObject978-953-184-159-7http://hdl.handle.net/10725/6721Nasr, G., Achkar, R., & Fayad, F. (2011, September). Stereo-vision calibration by multi-layer perceptrons of an artificial neural network. In Image and Signal Processing and Analysis (ISPA), 2011 7th International Symposium on (pp. 621-626). IEEE.http://libraries.lau.edu.lb/research/laur/terms-of-use/articles.phphttp://ieeexplore.ieee.org/abstract/document/6046679/eninfo:eu-repo/semantics/openAccessoai:laur.lau.edu.lb:10725/67212021-03-19T10:43:11Z |
| spellingShingle | Stereo-vision calibration by multi-layer perceptrons of an artificial neural network Nasr, George |
| status_str | publishedVersion |
| title | Stereo-vision calibration by multi-layer perceptrons of an artificial neural network |
| title_full | Stereo-vision calibration by multi-layer perceptrons of an artificial neural network |
| title_fullStr | Stereo-vision calibration by multi-layer perceptrons of an artificial neural network |
| title_full_unstemmed | Stereo-vision calibration by multi-layer perceptrons of an artificial neural network |
| title_short | Stereo-vision calibration by multi-layer perceptrons of an artificial neural network |
| title_sort | Stereo-vision calibration by multi-layer perceptrons of an artificial neural network |
| url | http://hdl.handle.net/10725/6721 http://libraries.lau.edu.lb/research/laur/terms-of-use/articles.php http://ieeexplore.ieee.org/abstract/document/6046679/ |