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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
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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机译：基于深度学习和训练深层学习网络进行火灾探测方法，用于预处理视频图像的系统和方法
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摘要
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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