Abstract:Techniques for automatic target recognition (ATR) in forward-looking infrared (FLIR) data based on Grenander's pattern theory are revisited. The goal of this work is to unify two techniques: one for multi-target detection and recognition of pose and target type, and another for structured inference of forward-looking infrared (FLIR) thermal states of complex objects. The multi-target detection/recognition task is accomplished through a Metropolis-Hastings jump-diffusion process that iteratively samples a Bayes… Show more
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