Reconstructing Pompeii with the assistance of a robot

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  • Last update: 11/30/2025
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POMPEII, Italy Centuries-old Roman frescoes in Pompeii, long shattered and buried, may soon be restored through an innovative robotic system created to assist archaeologists in the delicate task of piecing together fragmented artifacts. The technology, part of the EU-backed RePAIR project, merges sophisticated image recognition, AI-based reconstruction, and precision robotic arms to streamline the traditionally slow and challenging restoration process.

Initiated in 2021 and led by Venice's Ca' Foscari University, the robotic initiative, demonstrated in Pompeii this week, brought together international research teams who have utilized the site as a real-world testing environment. According to site director Gabriel Zuchtriegel, the project arose from a practical need: restoring fresco fragments destroyed during World War II.

Experts involved in the project believe this technology could revolutionize restoration methods globally. The robotic system employs two arms with flexible hands in multiple sizes, paired with visual sensors, to identify, handle, and assemble fragments while preserving their fragile surfaces.

Pompeii, once a vibrant city near Naples, was buried under volcanic ash following Mount Vesuvius' eruption in AD 79. The restoration focus has been on frescoes kept in storage: two large ceiling paintings damaged in the eruption and later destroyed by wartime bombing, as well as pieces from the 'House of the Gladiators,' which collapsed in 2010. Initial tests used replicas to protect the original works.

While engineers developed the robotic hardware, AI and machine learning specialists created algorithms to reconstruct the frescoes, matching patterns and colors that may be imperceptible to humans. The restoration challenge resembles assembling a massive jigsaw puzzle, complicated by missing fragments and the absence of reference images for the complete artwork.

Marcello Pelillo, the project coordinator from Venice University, described the process: "It's like taking four or five jigsaw puzzles, mixing all the pieces together, discarding the boxes, and trying to solve them simultaneously."

Addition from the author

Analysis: Robotic Restoration in Pompeii

The recent demonstration of the RePAIR robotic system at Pompeii marks a significant step in cultural heritage preservation. By combining AI-driven reconstruction with precision robotics, the project addresses a long-standing challenge: restoring fresco fragments damaged over centuries, including those lost during World War II.

The technology’s dual robotic arms and advanced visual sensors allow careful handling of fragile fragments while identifying patterns imperceptible to the human eye. This approach has already been tested on replicas, minimizing risk to the original artworks and providing a controlled environment for fine-tuning AI algorithms.

While the primary focus remains on Pompeii’s stored frescoes—particularly the ceiling paintings and remnants from the 'House of the Gladiators'—the implications are global. If successful, this method could set a new standard for reconstructing fragmented artifacts, reducing reliance on manual trial-and-error methods that are time-consuming and prone to error.

Overall, the integration of robotics and machine learning represents not just a technical advancement, but a potential paradigm shift in how archaeologists and conservators approach the restoration of ancient art.

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Author: Sophia Brooks

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