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International Journal for Research Trends and Innovation
International Peer Reviewed & Refereed Journals, Open Access Journal
ISSN Approved Journal No: 2456-3315 | Impact factor: 8.14 | ESTD Year: 2016
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Volume 10 | Issue 12
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Impact Factor : 8.14
Issue per Year : 12
Volume Published : 10
Issue Published : 115
Article Submitted : 19459
Article Published : 8041
Total Authors : 21252
Total Reviewer : 769
Total Countries : 145
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Published Paper Details
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| Paper Title: | An AI-Powered AR Game Platform for Hand-Drawn Sketch Recognition |
| Authors Name: | Jithika M , Jagan K K , Jibin P V , Muhammed Fayiz V C , Rhuthoshika K |
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IJRTI_202306
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| Published Paper Id: | IJRTI2504138 |
| Published In: | Volume 10 Issue 4, April-2025 |
| DOI: | |
| Abstract: | Augmented Reality (AR) systems like Google’s Quick, Draw! and Microsoft’s Azure Spatial Anchors have advanced in using computer vision and AI for interactive applications. However, these platforms face challenges in recognizing user drawings accurately due to variations in sketch styles, lighting conditions, and inconsistent rendering. Additionally, they often have steep learning curves, which impact user experience and accessibility. The main challenges of current systems include variability in user sketches, poor performance under different lighting, and non-intuitive interfaces, leading to frustrations like delayed responses and inaccurate recognition. These issues make existing systems less effective, especially when dealing with complex drawings in real-time. A comprehensive system is proposed that combines deep learning-based feature extraction, AR frame detection, AR rendering, game physics, and real-time processing. It also integrates mobile AR control synchronization and AI-powered hand gesture recognition. This platform enables users to play games like Sudoku, block games, and snake games from hand-drawn images, providing a seamless, real-time experience by combining computer vision, deep learning, and AR. |
| Keywords: | Augmented Reality (AR),Hand-Drawn Image Recognition,Real-Time Interaction,Gesture Recognition,AR Game Framework,User Experience in AR |
| Cite Article: | "An AI-Powered AR Game Platform for Hand-Drawn Sketch Recognition", International Journal of Science & Engineering Development Research (www.ijrti.org), ISSN:2455-2631, Vol.10, Issue 4, page no.b289-b320, April-2025, Available :http://www.ijrti.org/papers/IJRTI2504138.pdf |
| Downloads: | 000370 |
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2456-3315 | IMPACT FACTOR: 8.14 Calculated By Google Scholar| ESTD YEAR: 2016 An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.14 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: IJRTI2504138
Registration ID:202306
Published In: Volume 10 Issue 4, April-2025
DOI (Digital Object Identifier):
Page No: b289-b320 Country: Kannur - 670 702, KERALA, India Research Area: Computer Science & Technology Publisher : IJ Publication Published Paper URL : https://www.ijrti.org/viewpaperforall?paper=IJRTI2504138 Published Paper PDF: https://www.ijrti.org/papers/IJRTI2504138 |
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ISSN: 2456-3315
Impact Factor: 8.14 and ISSN APPROVED,
Journal Starting Year (ESTD) : 2016
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