Text-to-picture tools, systems, and approaches: a survey
<p>Text-to-picture systems attempt to facilitate high-level, user-friendly communication between humans and computers while promoting understanding of natural language. These systems interpret a natural language text and transform it into a visual format as pictures or images that are either s...
محفوظ في:
| المؤلف الرئيسي: | |
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| مؤلفون آخرون: | , |
| منشور في: |
2019
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| الموضوعات: | |
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إضافة وسم
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| _version_ | 1864513567568429056 |
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| author | Jezia Zakraoui (14151399) |
| author2 | Moutaz Saleh (14151402) Jihad Al Ja’am (14151405) |
| author2_role | author author |
| author_facet | Jezia Zakraoui (14151399) Moutaz Saleh (14151402) Jihad Al Ja’am (14151405) |
| author_role | author |
| dc.creator.none.fl_str_mv | Jezia Zakraoui (14151399) Moutaz Saleh (14151402) Jihad Al Ja’am (14151405) |
| dc.date.none.fl_str_mv | 2019-04-25T00:00:00Z |
| dc.identifier.none.fl_str_mv | 10.1007/s11042-019-7541-4 |
| dc.relation.none.fl_str_mv | https://figshare.com/articles/journal_contribution/Text-to-picture_tools_systems_and_approaches_a_survey/21597405 |
| dc.rights.none.fl_str_mv | CC BY 4.0 info:eu-repo/semantics/openAccess |
| dc.subject.none.fl_str_mv | Information and computing sciences Computer vision and multimedia computation Distributed computing and systems software Text-to-picture systems Natural language processing Natural language understanding Text illustration Text visualization Multimedia |
| dc.title.none.fl_str_mv | Text-to-picture tools, systems, and approaches: a survey |
| dc.type.none.fl_str_mv | Text Journal contribution info:eu-repo/semantics/publishedVersion text contribution to journal |
| description | <p>Text-to-picture systems attempt to facilitate high-level, user-friendly communication between humans and computers while promoting understanding of natural language. These systems interpret a natural language text and transform it into a visual format as pictures or images that are either static or dynamic. In this paper, we aim to identify current difficulties and the main problems faced by prior systems, and in particular, we seek to investigate the feasibility of automatic visualization of Arabic story text through multimedia. Hence, we analyzed a number of well-known text-to-picture systems, tools, and approaches. We showed their constituent steps, such as knowledge extraction, mapping, and image layout, as well as their performance and limitations. We also compared these systems based on a set of criteria, mainly natural language processing, natural language understanding, and input/output modalities. Our survey showed that currently emerging techniques in natural language processing tools and computer vision have made promising advances in analyzing general text and understanding images and videos. Furthermore, important remarks and findings have been deduced from these prior works, which would help in developing an effective text-to-picture system for learning and educational purposes.</p><h2>Other Information</h2> <p> Published in: Multimedia Tools and Applications<br> License: <a href="https://creativecommons.org/licenses/by/4.0" target="_blank">https://creativecommons.org/licenses/by/4.0</a><br>See article on publisher's website: <a href="http://dx.doi.org/10.1007/s11042-019-7541-4" target="_blank">http://dx.doi.org/10.1007/s11042-019-7541-4</a></p> |
| eu_rights_str_mv | openAccess |
| id | Manara2_4f2f2966a7f421792b9054e3ca3504c9 |
| identifier_str_mv | 10.1007/s11042-019-7541-4 |
| network_acronym_str | Manara2 |
| network_name_str | Manara2 |
| oai_identifier_str | oai:figshare.com:article/21597405 |
| publishDate | 2019 |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| rights_invalid_str_mv | CC BY 4.0 |
| spelling | Text-to-picture tools, systems, and approaches: a surveyJezia Zakraoui (14151399)Moutaz Saleh (14151402)Jihad Al Ja’am (14151405)Information and computing sciencesComputer vision and multimedia computationDistributed computing and systems softwareText-to-picture systemsNatural language processingNatural language understandingText illustrationText visualizationMultimedia<p>Text-to-picture systems attempt to facilitate high-level, user-friendly communication between humans and computers while promoting understanding of natural language. These systems interpret a natural language text and transform it into a visual format as pictures or images that are either static or dynamic. In this paper, we aim to identify current difficulties and the main problems faced by prior systems, and in particular, we seek to investigate the feasibility of automatic visualization of Arabic story text through multimedia. Hence, we analyzed a number of well-known text-to-picture systems, tools, and approaches. We showed their constituent steps, such as knowledge extraction, mapping, and image layout, as well as their performance and limitations. We also compared these systems based on a set of criteria, mainly natural language processing, natural language understanding, and input/output modalities. Our survey showed that currently emerging techniques in natural language processing tools and computer vision have made promising advances in analyzing general text and understanding images and videos. Furthermore, important remarks and findings have been deduced from these prior works, which would help in developing an effective text-to-picture system for learning and educational purposes.</p><h2>Other Information</h2> <p> Published in: Multimedia Tools and Applications<br> License: <a href="https://creativecommons.org/licenses/by/4.0" target="_blank">https://creativecommons.org/licenses/by/4.0</a><br>See article on publisher's website: <a href="http://dx.doi.org/10.1007/s11042-019-7541-4" target="_blank">http://dx.doi.org/10.1007/s11042-019-7541-4</a></p>2019-04-25T00:00:00ZTextJournal contributioninfo:eu-repo/semantics/publishedVersiontextcontribution to journal10.1007/s11042-019-7541-4https://figshare.com/articles/journal_contribution/Text-to-picture_tools_systems_and_approaches_a_survey/21597405CC BY 4.0info:eu-repo/semantics/openAccessoai:figshare.com:article/215974052019-04-25T00:00:00Z |
| spellingShingle | Text-to-picture tools, systems, and approaches: a survey Jezia Zakraoui (14151399) Information and computing sciences Computer vision and multimedia computation Distributed computing and systems software Text-to-picture systems Natural language processing Natural language understanding Text illustration Text visualization Multimedia |
| status_str | publishedVersion |
| title | Text-to-picture tools, systems, and approaches: a survey |
| title_full | Text-to-picture tools, systems, and approaches: a survey |
| title_fullStr | Text-to-picture tools, systems, and approaches: a survey |
| title_full_unstemmed | Text-to-picture tools, systems, and approaches: a survey |
| title_short | Text-to-picture tools, systems, and approaches: a survey |
| title_sort | Text-to-picture tools, systems, and approaches: a survey |
| topic | Information and computing sciences Computer vision and multimedia computation Distributed computing and systems software Text-to-picture systems Natural language processing Natural language understanding Text illustration Text visualization Multimedia |