For the inconsistent lodging of wheat with dense growth and overlapped organs, it is difficult to detect direction accurately quickly using vehicle vision for harvesters. Therefore, in this paper, k-means algorithm improved by designing a validity evaluation function, selecting initial clustering centers distance, constructing multidimensional feature vector, simplifying calculations triangle i...