Deep Convolutional Generative Adversarial Network and Convolutional Neural Network for Smoke Detection

Table 6

Comparative experiments with traditional algorithms.

Algorithms	Set1			Set2
	DR (%)	AR (%)	FAR (%)	DR (%)	AR (%)	FAR (%)
DNCNN [14]	93.23	95.18	0.58	94.08	96.48	0.86
DMCNN [18]	94.03	94.17	0.63	94.32	95.72	1.13
DCNN [19]	94.37	95.74	0.47	95.24	96.65	0.65
DCG-CNN	95.59	95.62	0.32	95.39	97.02	0.44