The invention discloses a laser near net shaping method of a low-porosity titanium alumina ceramic piece. Laser net shaping is performed on titanium alumina ceramic powder by using a laser processing system. The laser near net shaping method specifically comprises the following steps of: mixing the titanium alumina ceramic powder and SiC powder, drying and then placing in a powder feeder; connecting a laser processing head with a Nd:YAG solid laser through a transmission optical fiber; and realizing the laser net shaping of the low-porosity titanium alumina ceramic piece by controlling continuous movement of the processing head by taking argon gas as powder feeding and protecting gas. According to the laser near net shaping method, on one hand, the laser net shaping of the low-porosity titanium alumina ceramic piece can be realized, and on the other hand, the complexity of parameter optimization is simplified; the introduction of other adverse problems is avoided; and thus, a feasibleparameter range is expanded and the production efficiency is increased.