METHOD AND APPARATUS FOR DETECTING SMOKE FROM IMAGE

摘要

Provided are a fire detecting apparatus and a method thereof for detecting a fire, the method includes operations of extracting a feature of at least one object in an input image by using a value of a brightness difference between pixels of the input image or by using an RGB value of the input image; converting the extracted feature of the at least one object into an N dimensional feature; and performing Support Vector Machine (SVM) machine learning on the N dimensional feature of the at least one object.

主权项

1. A fire detecting apparatus comprising:
an object feature extracting unit configured to extract a feature of at least one object in an input image; a converting unit configured to convert the extracted feature of the at least one object into an N dimensional feature, where N is a natural number; and a mechanical learning unit configured to perform machine learning on the N dimensional feature of the at least one object, based on coordinate values of the N dimensional feature, to detect a fire and or a smoke.