  Quasars are very important in materializing the reference frame. The excess
emission of AGNs (active galactic nuclei) in the mid infrared band can be used
to identify quasar candidates. As extremely distant and point like objects,
quasars also could be further selected by astrometry method. Increasing the
number of reliable quasar candidates is necessary in characterizing the
properties of Gaia astrometric solution and evaluating the reliability of Gaia
own quasars classification. We identify quasars by using appropriate AllWISE
[W1-W2] color and different combinations of astrometric criteria. Together with
the contamination and completeness, the magnitude, astrometric properties,
density distribution, and the morphological indexes of these selected quasars
are evaluated. We obtain a quasar candidate catalog of 1,503,373 sources, which
contains 1,186,690 candidates (78.9%) in common with the Gaia EDR3_AGN catalog
and 316,683 newly identified quasar candidates. The completeness of this
catalog is around 80% compared to LQAC5, and the purity of the overall catalog
is about 90%. We also found that the purity of quasar candidates selected by
this method will decrease in the crowded sky area and the region with less WISE
observations.
