Time Complexity of Color Camera Depth Map Hand Edge Closing Recognition Algorithm

  • Shahan Yamin Siddiqui Department of Computer Science, Minhaj University Lahore, Lahore, Pakistan
  • , Ghanwa Batool Department of Computer Science, Minhaj University Lahore, Lahore, Pakistan
  • Muhammad Sohail Irshad Department of Computer Science, Minhaj University Lahore, Lahore, Pakistan
  • Hafiz Muhammad Usama Department of Computer Science, Minhaj University Lahore, Lahore, Pakistan
  • Muhammad Tariq Siddique Department of Computer Science, Minhaj University Lahore, Lahore, Pakistan
  • Bilal Shoaib Department of Computer Science, Minhaj University Lahore, Lahore, Pakistan
  • Sajid Farooq School of Computer Science, National College of Business Administration & Economics, Lahore, Pakistan
  • , Arfa Hassan STS, University of Management & Technology, Lahore, Pakistan
Keywords: Depth map, 2D minima, time complexity, MATLAB.

Abstract

The objective of this paper is to calculate the time complexity of the colored camera depth map hand edge closing algorithm of the hand gesture recognition technique. It has been identified as hand gesture recognition through human-computer interaction using color camera and depth map technique, which is used to find the time complexity of the algorithms using 2D minima methods, brute force, and plane sweep. Human-computer interaction is a very much essential component of most people's daily life. The goal of gesture recognition research is to establish a system that can classify specific human gestures and can make its use to convey information for the device control. These methods have different input types and different classifiers and techniques to identify hand gestures. This paper includes the algorithm of one of the hand gesture recognition “Color camera depth map hand edge recognition” algorithm and its time complexity and simulation on MATLAB.

Published
2020-09-25
How to Cite
Shahan Yamin Siddiqui, , Ghanwa Batool, Muhammad Sohail Irshad, Hafiz Muhammad Usama, Muhammad Tariq Siddique, Bilal Shoaib, Sajid Farooq, & , Arfa Hassan. (2020). Time Complexity of Color Camera Depth Map Hand Edge Closing Recognition Algorithm. Lahore Garrison University Research Journal of Computer Science and Information Technology, 4(3), 1-22. https://doi.org/10.54692/lgurjcsit.2020.040395
Section
Articles