An Approach for Air Drawing Using Background Subtraction and Contour Extraction
–arXiv.org Artificial Intelligence
--In this paper, we propose a novel approach for air drawing that uses image processing techniques to draw on the screen by moving fingers in the air . This approach benefits a wide range of applications such as sign language, in-air drawing, and'writing' in the air as a new way of input. The approach starts with preparing ROI (Region of Interest) background images by taking a running average in initial camera frames and later subtracting it from the live camera frames to get a binary mask image. We calculate the pointer's position as the top of the contour on the binary image. When drawing a circle on the canvas in that position, it simulates the drawing. Furthermore, we combine the pre-trained T esseract model for OCR purposes. T o address the false contours, we perform hand detection based on the haar cascade before performing the background subtraction. In an experimental setup, we achieved a latency of only 100ms in air drawing.
arXiv.org Artificial Intelligence
Mar-3-2025
- Country:
- North America > United States (0.05)
- Europe > Germany (0.05)
- Genre:
- Research Report > Promising Solution (0.35)
- Technology: