S. Takagi

Papers

Total Citations

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About

S. Takagi is a researcher whose work bridges computer vision and advanced materials inspection, making significant contributions to both fields. In computer vision, Takagi developed Dynamic Active Search, an innovative algorithm designed to accelerate object detection using pan-tilt-zoom cameras in three-dimensional environments. Building on prior Active Search methodology, this work substantially reduced computational overhead in real-time object recognition tasks, earning 15 citations and demonstrating practical value in robotic and surveillance applications. Takagi's equally impactful contributions lie in nondestructive evaluation (NDE), where they pioneered sophisticated Superconducting Quantum Interference Device (SQUID)-based inspection systems. The development of a practical "Traveling SQUID-NDE" system — capable of continuously scanning object surfaces without magnetic shielding — represented a major engineering breakthrough, garnering 13 citations. Complementing this, Takagi also advanced robotic 3D SQUID imaging, bringing automation and spatial precision to NDE workflows and accumulating 14 citations. Together, these systems moved SQUID-based inspection from laboratory settings into real-world industrial applications. With a body of work spanning intelligent imaging and quantum sensing technologies, Takagi's research reflects a rare versatility and a consistent focus on practical, high-impact solutions to complex detection challenges.