Recognition of Sign Language using Image Processing Article Swipe
Sandhya Arora
,
Ananya Roy
·
YOU?
·
· 2017
· Open Access
·
· DOI: https://doi.org/10.1504/ijbidm.2017.10004374
YOU?
·
· 2017
· Open Access
·
· DOI: https://doi.org/10.1504/ijbidm.2017.10004374
According to World Health Organization, over 5% of the world's population have hearing and speaking disabilities. The primary language of communication for people who are deaf and mute is the sign language. The proposed system aims to recognise the American Sign Language and converts it to text. Input given to the system is an image of the hand depicting the necessary alphabet. The histogram of the input image is then computed and checked for similarity with the histograms of pre-saved images by using the Bhattacharyya Distance Metric. Implementation of the system will be a small step in overcoming the social barrier of communication between the deaf-mute people and the people who do not understand sign language. OpenCV is used as a tool for implementing proposed system.
Related Topics
Concepts
Computer science
Sign language
Bhattacharyya distance
Sign (mathematics)
Histogram
Natural language processing
Artificial intelligence
Image processing
Population
Metric (unit)
Pictogram
Alphabet
Image (mathematics)
Speech recognition
Linguistics
Mathematics
Economics
Philosophy
Demography
Mathematical analysis
Operations management
Sociology
Metadata
- Type
- article
- Language
- en
- Landing Page
- http://doi.org/10.1504/ijbidm.2017.10004374
- https://doi.org/10.1504/ijbidm.2017.10004374
- OA Status
- bronze
- Cited By
- 5
- References
- 2
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W2604758835
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
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https://openalex.org/W2604758835Canonical identifier for this work in OpenAlex
- DOI
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https://doi.org/10.1504/ijbidm.2017.10004374Digital Object Identifier
- Title
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Recognition of Sign Language using Image ProcessingWork title
- Type
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articleOpenAlex work type
- Language
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enPrimary language
- Publication year
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2017Year of publication
- Publication date
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2017-01-01Full publication date if available
- Authors
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Sandhya Arora, Ananya RoyList of authors in order
- Landing page
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https://doi.org/10.1504/ijbidm.2017.10004374Publisher landing page
- PDF URL
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https://doi.org/10.1504/ijbidm.2017.10004374Direct link to full text PDF
- Open access
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YesWhether a free full text is available
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bronzeOpen access status per OpenAlex
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https://doi.org/10.1504/ijbidm.2017.10004374Direct OA link when available
- Concepts
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Computer science, Sign language, Bhattacharyya distance, Sign (mathematics), Histogram, Natural language processing, Artificial intelligence, Image processing, Population, Metric (unit), Pictogram, Alphabet, Image (mathematics), Speech recognition, Linguistics, Mathematics, Economics, Philosophy, Demography, Mathematical analysis, Operations management, SociologyTop concepts (fields/topics) attached by OpenAlex
- Cited by
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5Total citation count in OpenAlex
- Citations by year (recent)
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2023: 1, 2022: 1, 2021: 2, 2019: 1Per-year citation counts (last 5 years)
- References (count)
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2Number of works referenced by this work
- Related works (count)
-
10Other works algorithmically related by OpenAlex
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| abstract_inverted_index.language | 18 |
| abstract_inverted_index.proposed | 33, 124 |
| abstract_inverted_index.speaking | 14 |
| abstract_inverted_index.According | 0 |
| abstract_inverted_index.alphabet. | 61 |
| abstract_inverted_index.deaf-mute | 105 |
| abstract_inverted_index.depicting | 58 |
| abstract_inverted_index.histogram | 63 |
| abstract_inverted_index.language. | 31, 115 |
| abstract_inverted_index.necessary | 60 |
| abstract_inverted_index.pre-saved | 79 |
| abstract_inverted_index.recognise | 37 |
| abstract_inverted_index.histograms | 77 |
| abstract_inverted_index.overcoming | 97 |
| abstract_inverted_index.population | 10 |
| abstract_inverted_index.similarity | 74 |
| abstract_inverted_index.understand | 113 |
| abstract_inverted_index.implementing | 123 |
| abstract_inverted_index.Bhattacharyya | 84 |
| abstract_inverted_index.Organization, | 4 |
| abstract_inverted_index.communication | 20, 102 |
| abstract_inverted_index.disabilities. | 15 |
| abstract_inverted_index.Implementation | 87 |
| cited_by_percentile_year.max | 95 |
| cited_by_percentile_year.min | 89 |
| countries_distinct_count | 0 |
| institutions_distinct_count | 2 |
| sustainable_development_goals[0].id | https://metadata.un.org/sdg/4 |
| sustainable_development_goals[0].score | 0.7900000214576721 |
| sustainable_development_goals[0].display_name | Quality Education |
| citation_normalized_percentile.value | 0.49375135 |
| citation_normalized_percentile.is_in_top_1_percent | False |
| citation_normalized_percentile.is_in_top_10_percent | False |