Greg Michaelson

Papers

Total Citations

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About

Greg Michaelson is a researcher whose work spans computer vision, autonomous systems, and the societal implications of artificial intelligence. His most cited paper, "Using Mean-Shift Tracking Algorithms For Real-Time Tracking Of Moving Images On An Autonomous Vehicle Testbed Platform" (2007, 13 citations), introduces novel computer vision algorithms that leverage variable kernels for real-time object tracking in video sequences. This work forms a cornerstone of his long-term investigation into semi-autonomous vehicle design, demonstrating practical advances in mobile robotics and embedded vision. Michaelson also contributed to power-efficient computing with "Power efficient dataflow design for a heterogeneous smart camera architecture" (2017, 6 citations), addressing the integration of FPGAs, system-on-chip designs, and multiprocessing for smart camera systems. Beyond technical contributions, he engages with the broader ethical landscape of AI through his editorial work on the special issue "Social impact of AI: killer robots or friendly fridges" (2011, 2 citations), which explores the dual-use nature of autonomous technologies. With a focus on real-time tracking, energy-aware architectures, and responsible innovation, Michaelson’s research bridges engineering challenges with critical reflection on AI’s role in society.