Feasibility Analysis of Applying Government Quality Assurance to Hyperspectral Image‑Based Inspection

Key Points

• This research analyzes the structural limitations of current government quality assurance in defense procurement and proposes hyperspectral imaging as a solution.
• Examined existing quality assurance structures and identified limitations.
• Analyzed spectral characteristics relevant to military supplies such as ammunition and electronic components.
• Developed a hybrid model combining hyperspectral imaging with traditional non-destructive testing.
• Identified four key application areas for hyperspectral imaging in quality assurance processes.
• Proposed a hybrid model that enhances quality assurance through a combination of initial hyperspectral screening and secondary precise inspections.
• Provided a proactive framework for transitioning to a data-driven quantitative quality assurance system.

Abstract