Hendo, Mohammed Al-Mustafa, and Israa H. Ali. “PromptLessSAM: From Foundational Model to Domain Expert via Lightweight Decoder Adaptation for Crack Segmentation”. IIUM Engineering Journal, vol. 27, no. 2, May 2026, pp. 210-26, doi:10.31436/iiumej.v27i2.4124.