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INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT International Peer Reviewed & Refereed Journals, Open Access Journal ISSN Approved Journal No: 2456-4184 | Impact factor: 8.76 | ESTD Year: 2016 Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 8.76 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool) , Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(DOI) |
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| Paper Title: | REAL-TIME HAND GESTURE RECOGNITION FOR SIGN LANGUAGE INTERPRETATION AND TEXT GENERATION |
| Authors Name: | Prince Sindhu , Anshika Sahai , Kavya Tewari , Pragya Verma , Prof(Dr) Shailendra Narayan Singh |
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IJNRD_192820
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| Published Paper Id: | IJNRD2304628 |
| Published In: | Volume 8 Issue 4, April-2023 |
| DOI: | |
| Abstract: | Effective communication with individuals who have hearing loss can be challenging, but sign language has emerged as a successful solution for those with hearing and speech disabilities. Sign language facilitates integration between individuals with disabilities and those without. However, it can be difficult for those who do not know sign language or understand it in a foreign language to interpret the hand gestures accurately. Fortunately, recent advancements in technology have provided new solutions to bridge this communication gap. A new study focuses on using a web camera to capture hand gestures, which are then identified by the system and displayed as an image name. The system uses the HSV color algorithm to detect hand motions and various computer vision methods to process the images. The area of interest, such as the hand motion, is then separated and analyzed using binary pixels. The system employs Convolutional Neural Networks (CNN) to classify the images, resulting in a high level of accuracy of over 95 percent. |
| Keywords: | Computer Vision, Conventional Neural Network (CNN), Artificial Neural Network (ANN), Machine Learning, Gesture Recognition, Sign Language Recognition, Hue Saturation Value Algorithm (HSV) |
| Cite Article: | "REAL-TIME HAND GESTURE RECOGNITION FOR SIGN LANGUAGE INTERPRETATION AND TEXT GENERATION", International Journal of Novel Research and Development (www.ijnrd.org), ISSN:2456-4184, Vol.8, Issue 4, page no.g223-g227, April-2023, Available :http://www.ijnrd.org/papers/IJNRD2304628.pdf |
| Downloads: | 000118757 |
| ISSN: |
2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar| ESTD YEAR: 2016 An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.76 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator |
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Published Paper ID:IJNRD2304628 Registration ID: 192820 Published In: Volume 8 Issue 4, April-2023 DOI (Digital Object Identifier): Page No: g223-g227 Country: Noida, Uttar Pradesh, India Research Area: Computer Science & Technology Publisher : IJ Publication Published Paper URL : https://www.ijnrd.org/viewpaperforall?paper=IJNRD2304628 Published Paper PDF: https://www.ijnrd.org/papers/IJNRD2304628 |
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ISSN: 2456-4184
Impact Factor: 8.76 and ISSN APPROVED
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