Map features include point feature, area feature and linear feature in this paper. This paper reviews map features' identification and extraction from pretreatment, color segmentation, thinning, identification and extraction of symbols, extraction of area feature and of linear feature. This paper, in the end, analyzes the difficulties and reasons of map fea...