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Keywords: Material classification
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Journal Articles
Journal:
Construction Innovation
Construction Innovation: Information Process Management 1–23.
Published: 08 July 2026
.... Originality/value This paper presents an early systematic analysis of preprocessing methods for vision-based material classification in soil-based 3D-printed construction. It develops a replicable computer vision workflow and suggests best preprocessing practices relevant to automated inspection and quality...
Includes: Supplementary data
Journal Articles
Hadi Mahamivanan, Navid Ghassemi, Mohammad Tayarani Darbandy, Afshin Shoeibi, Sadiq Hussain, Farnad Nasirzadeh, Roohallah Alizadehsani, Darius Nahavandi, Abbas Khosravi, Saeid Nahavandi
Journal:
Construction Innovation
Construction Innovation: Information Process Management (2025) 25 (3): 732–760.
Published: 12 July 2023
... monitoring Material classification Material recognition VGG16 algorithm Quality control (QC) is the process of ensuring that a project meets the requirements and expectations of the client (Rumane, 2019). According to the American Society of Civil Engineers (ASCE), the definition of quality...
