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To overcome the disadvantage of the traditional fire detect methods in large space buildings, a new flame image detection algorithm based on Support Vector Machine (SVD) was studied in this paper. SVD is an effective data classification tool and it can efficiently classify the fire flames from the suspicious source. In order to improve the fire recognition accuracy, an adaptive image fire detection...