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About

Pedro Filipe Martins is a researcher whose work bridges the cutting edge of autonomous systems with the ancient craft of architectural construction. His primary research areas span computer vision for autonomous driving and digital fabrication in architecture, with a particular focus on robotic hot-wire cutting for concrete formwork. In his most cited work, "Monocular Camera Calibration for Autonomous Driving—a comparative study" (14 citations), Martins tackles a critical sensor challenge for level-5 vehicle autonomy, demonstrating the practical, industry-relevant nature of his engineering contributions. Simultaneously, his architectural research reimagines traditional materials through digital means. His 2015 paper "Between Manual and Robotic Approaches to Brick Construction in Architecture" (12 citations) explores the tension between human craft and robotic precision, while his subsequent work on robotic hot-wire cutting (2018, 6 citations; 2015, 5 citations) expands the material possibilities of lightweight prefabricated concrete by enabling novel forms, textures, and compositions. By integrating computational design with physical fabrication, Martins has carved a unique niche that connects the precision of robotics with the expressive potential of architecture, offering valuable insights for students and researchers interested in the future of autonomous systems and digitally-driven construction.