Face Detection under Non-uniform Low Light Based on Improved MTCNN

Smart Home Surveillance SystemBased on the Optimized EfficientDet Network

“…Using light compensation theory, Bao and Dang improved preprocessing techniques, resulting in an enhanced MCTNN model. (13) Experimental results demonstrated that MCTNN achieved increased accuracy in low-luminosity environments. Liang et al proposed the REGDet face detection architecture designed to detect faces under low-luminosity conditions.…”