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The SpecReuse algorithm, which computes compact spectral descriptors of intermediate features and reuses previously constructed graphs when descriptor drift remains below a calibrated threshold, is proposed, and an FPGA architecture that realizes graph reuse through lightweight hardware for spectral descriptor extraction and reuse control is presented.