Vidya V V, Ananth Prabhu Gurpur, and Mustafa Basthikodi. 2026. “CrackNet-VOS: An Intelligent Vision-Based Framework for Multi-Class Concrete Crack Classification by Type, Orientation, and Severity in Infrastructure Surfaces”. International Journal of Computer Information Systems and Industrial Management Applications 18 (2):628-53. https://doi.org/10.70917/ijcisim-2026-3005.