To identify threat behavior of human, researched the feature of infrared image, extracted HOG of every image, propose to extract the human infrared image sequence characteristics which are compressed by discrete cosine transform (DCT), and train support vector machine (SVM). Using the first and the second arrange of feature compressed by DCT, finally this feature recognize some typical threat behavior