1. A method for video stabilization, comprising: negotiating with a capture device to obtain a padded input, the padded input comprising padded margin pixels, the padded input having a padded resolution larger than a target resolution, the negotiating with the capture device comprising: selecting a padded pixel percentage parameter based upon at least one of a cropping metric used by the video stabilization component, a field of view (FOV) of a sensor of the capture device, an amount of padding to be used by the video stabilization component, a set of available resolutions for the capture device, the target resolution, or an analysis of available computer resources of a computing device associated with the capture device; and instructing the capture device to obtain the padded input based upon the padded pixel percentage parameter; and providing the padded input to a video stabilization component to obtain a target image frame having the target resolution.