SYSTEM AND METHOD FOR PREPROCESSING SEQUENTIAL VIDEO IMAGES FOR FIRE DETECTION BASED ON DEEP LEARNING AND METHOD OF TRAINING DEEP LEARNING NETWORK FOR FIRE DETECTION
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United States of America Patent
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May 13, 2021
app pub date -
Nov 6, 2020
filing date -
Nov 8, 2019
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Abstract
Provided are a system and method for preprocessing sequential video images for fire detection based on deep learning and a method of training a deep learning network for fire detection. The system includes a selector configured to select a plurality of sequential images in streaming data as one set, a converter configured to convert color information of the plurality of selected sequential set images into spectral reflectance information using preset standard color space feature information, a filtering part configured to filter the plurality of sequential set images of which the color information is converted into the spectral reflectance information through a fire color filter, and a fire map generator configured to generate one fire map image by compressing the plurality of filtered sequential set images.
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