1. A method, in a data processing system, for identifying one or more eligible image candidates, the method comprising: determining, by a processor, whether storage of a recently captured image raises an allocated captured images memory space in a storage to a point that storage of next captured image would raise the allocated captured images memory space in the storage above a predetermined threshold; responsive to the storage of the recently captured image raising the allocated captured images memory space in the storage to the point that storage of the next captured image would raise the allocated captured images memory space in the storage above the predetermined threshold, identifying, by the processor, a criteria group in a set of criteria groups to utilize for identification of one or more images candidates from a set of stored images in the storage; utilizing one or more image identification criteria in the criteria group, identifying, by the processor, the one or more images candidates from the set of stored images in the storage; and presenting, by the processor, the one or more image candidates to a user.