The present application provides a gesture recognition method, a device, an apparatus and a storage medium. The gesture recognition method includes: acquiring coordinates of a center point of a gesture in an ith frame of image; determining whether the center point of the gesture in the ith frame of image is within a preset region; if yes, determining that coordinates of an actual center point of the gesture in the ith frame of image are coordinates of an actual center point of the gesture in the (i−1)th frame of image; wherein i is an integer greater than or equal to 2, and the preset region is a region taking the actual center point of the gesture in the (i−1)th frame of image as a center; and performing a dynamic-gesture recognition according to coordinates of an actual center point of the gesture in each frame of image.