A method for generating a hyper-stabilized video by an electronic device includes detecting, by the electronic device, a preview of at least one image frame on a screen of the electronic device, wherein the at least one image frame is captured by one or more cameras of the electronic device; determining, by the electronic device, an optimal Central Square Field of View (CSFoV) in the at least one image frame; determining, by the electronic device, a maximum rotation angle of the electronic device for each camera of the one or more cameras based on the optimal CSFoV; determining, by the electronic device, a current rotation angle of the electronic device by using at least one sensor of the electronic device; and generating, by the electronic device, the hyper-stabilized video based on the maximum rotation angle of the electronic device for the each camera and the current rotation angle of the electronic device.