In order to achieve intelligent recognition of forest fires,an automatic recognition method of forest fire smoke based on Local Binary Patterns( LBP) and sparse representation was proposed. A lot of forest fire smoke video and disturbance video were collected. Extracting image samples suspected of forest fire smoke by motion region detection on the collected videos. Firstly,the texture features of forest fire smoke sample images were extracted by using different Local Binary Pattern( LBP) operator. Then sel...