Darain Fatima, Syed Ale Hassan Rizvi, Mahmood Zafar Abbas, Muhammad Faizan Raja, Mirza Alizar Sami, and Muwadat Ali, “EIGENVALUE-BASED DIMENSIONALITY REDUCTION IN IMAGE COMPRESSION: MATHEMATICAL ANALYSIS AND EFFECTS ON IMAGE QUALITY”, SES, vol. 4, no. 3, pp. 7836–7858, Mar. 2026.