ManuScript Details
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Paper Id:
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IJARW2920
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Title:
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REAL-TIME HAND FINGER RECOGNITION AND COUNTING (USING OPENCV AND MEDIAPIPE)
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| Published in: |
International Journal Of All Research Writings |
| Publisher: |
IJARW |
| ISSN: |
2582-1008 |
| Volume / Issue: |
Volume 7 Issue 8 |
| Pages: |
5
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| Published On: |
2/21/2026 3:11:41 AM (MM/dd/yyyy) |
Main Author Details
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Name:
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Bhumika Sahu |
| Institute: |
RSR Rungta College Of Engineering and Technology |
Co - Author Details
| Author Name |
Author Institute |
| Kiran Rajpoot |
RSR Rungta College Of Engineering and Technology |
Abstract
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Research Area:
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Computer Science & Engineering |
| KeyWord: |
Hand Gesture Recognition, MediaPipe, OpenCV, Finger Detection, Real-Time Systems, Human–Computer Interaction, Computer Vision. |
| Abstract: |
Gesture-based interaction has become an important component of modern human–computer interfaces, enabling users to communicate with digital systems in a more intuitive and contactless manner. This study presents the development of a real-time hand gesture recognition system capable of detecting and counting raised fingers using computer vision techniques. The proposed framework combines OpenCV for video acquisition and processing with MediaPipe’s hand landmark detection model for precise tracking of finger positions. The system captures live video through a standard RGB camera, extracts hand landmarks from each frame, and applies a rule-based algorithm to determine the number of extended fingers for both hands independently. The solution operates efficiently across varying lighting conditions and hand orientations while maintaining real-time performance on conventional hardware. The key contribution of this work is the implementation of a lightweight, affordable, and scalable approach for gesture recognition, demonstrating the practicality of computer vision for natural human–machine interaction. |
Citations
Copy and paste a formatted citation or use one of the links to import into a bibliography manager and reference.
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IEEE
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Bhumika Sahu, Kiran Rajpoot, "REAL-TIME HAND FINGER RECOGNITION AND COUNTING (USING OPENCV AND MEDIAPIPE)", International Journal Of All Research Writings,
vol. 7, no. 8, pp. 29-33, 2026.
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MLA
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Bhumika Sahu, Kiran Rajpoot "REAL-TIME HAND FINGER RECOGNITION AND COUNTING (USING OPENCV AND MEDIAPIPE)." International Journal Of All Research Writings,
vol 7, no. 8, 2026, pp. 29-33.
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APA
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Bhumika Sahu, Kiran Rajpoot (2026). REAL-TIME HAND FINGER RECOGNITION AND COUNTING (USING OPENCV AND MEDIAPIPE). International Journal Of All Research Writings,
7(8), 29-33.
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REAL-TIME HAND FINGER RECOGNITION AND COUNTING (USING OPENCV AND MEDIAPIPE)
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