Adaptive Target Recognition System

Information System Technologies Inc. (ISTI)

ISTI’s adaptive target recognition, detection and classification system for sonar imagery can learn in-situ from expert operators’ feedback in order to yield better accuracy and flexibility in making decisions in new environmental and operating conditions. The developed system is based on the intuitive concept of image retrieval, where images submitted to the system are matched to learned images via a similarity measure. An information-based selective sampling measure chooses the new patterns to be used in the in-situ learning.