With the increasing severity of population aging and labor shortages, the construction industry is facing significant challenges,
including insufficient on-site workforce, limited management capacity, and difficulties in transferring technical expertise. To address
these issues, this study proposes an automated and visualized on-site construction progress control framework that integrates AI-
based image recognition and mixed reality (MR) technologies. The proposed framework encompasses key technical processes such
as physical–virtual model alignment, real-time Image Recognition, automated data updating, and visualized progress presentation,
providing a practical and intelligent solution for construction management.