In a low-resolution detecting system, the high-resolution spectra of the atomic neon transitions of 2p3-4s1/1 and 2p7-4d3 have been observed indirectly by means of laser-excited atomic fluorescence spectrometry for the first time. It further confirms that the neon line at 5919.037 is identified to the transition of 2p7-4d3.