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An object motion detection application with background subtraction technique

C++ 100.00%

motion-detection-application-bgs-simple's Introduction

Motion Detection Application

An object motion detection application with background subtraction technique. Implemented with C++ and OpenCV. A project submitted to my university subject, UCCC2513 Mini Project.

Features

  • Compute the background after a training phase
  • Support dynamic background (background with movement, see results below)
  • Compute the foreground mask
  • Compute bounding box of objects
  • Compute path of moving objects
  • Compute velocity of moving objects

Results

Video Sample Input 1 - Static Background

Input Frame Result
Background bg1
in1 mask1
in1 res1
in2 res2


Video Sample Input 2 - Dynamic Background (Moving Fountain Water)

Input Frame Result
Background bg2
in3 mask3
in3 res3
in4 res4

Improvement

  • usage of LAB color space
  • adaptive background

motion-detection-application-bgs-simple's People

Contributors

limyunkai19 avatar

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