Pedestrian attribute recognition in surveillance scenarios is still a challenging task due to the inaccurate localization of specific attributes. In this paper, we propose novel view-attribute method based on attention (VALA), which utilizes view information guide process focus attributes and mechanism localize attribute-corresponding areas. Concretely, leveraged by prediction branch generate f...