A device and method for composite selfie image composition for remote users, includes a first image-capture device that communicates a first notification message to a second image-capture device associated with a second user. The first notification message includes a request to capture a second self-portrait image of the second user, a user-identifier of a first user associated with the first image-capture device and first face coordinates of the first user. The second self-portrait image and second face coordinates of the second user is received from the second image-capture device. By face normalization on a portion of the second self-portrait image, a second face size of the second user is adjusted in accordance with a first face size in a first self-portrait image of the first user. A first output image, for example, a composite selfie, is generated based on at least the face normalization.