Integrating an automatic target recognition (ATR) system into real-world applications presents a challenge as it may frequently encounter new samples from unseen classes. To overcome this challenge, is necessary to adopt incremental learning, which enables the continuous acquisition of knowledge while retaining previous knowledge. This paper introduces novel, multi-purpose interpretability metr...

The effectiveness of using the simulated synthetic aperture radar (SAR) images military targets in databases for automatic target recognition (ATR) is widely known. However, to be useful, they must sufficiently similar measured images; otherwise, can degrade ATR performance. Two factors affect quality SAR images: precision associated computer-aided design (CAD) model and accuracy speed numerica...

While employing the Holmium YAG laser, photonic technologies can help detect urinary stones and enhance safety for patient. Our research group recently found that continuous monitoring of fluorescence spectra calculi suffices to distinguish between stone, tissue, endoscope components precisely in real time. We hereby introduce our new automatic target identification system results experimental ...