Disclosed herein are exemplary embodiments for automatically capturing images in a mobile electronic device. One embodiment comprises sensing device motion and automatically triggering image capture when the device is stationary. Use of this approach reduces image blur and avoids the need for subsequent image alteration or compensation for camera motion. Images can simply be captured in-between motions by leveraging high-resolution sensors and computational assets available to the mobile device to accurately assess when to trigger the shutter. Images can then be saved in a memory within the device. Enhancements to the disclosed method of automatic image capture include pre-selecting a set of threshold values for image acceptance.