The invention relates to a rotary-type vacuum loose moisture regain machine and a loose moisture regain method thereof. The moisture regain machine comprises an incoming material conveying device, an outgoing material conveying device, a loose moisture regain barrel, a barrel body driving device, a humidifying device, a vacuum device, a rotary sealing device and a control device, a barrel body is connected with the barrel body driving device through a power transmission mechanism, the power transmission mechanism, of the barrel body driving device, arranged on the barrel body is connected with a power machine output shaft of the driving device, rotary sealing units communicated with an inner cavity of the barrel body are arranged at two ends of the barrel body, at least one sealing door for feeding and discharging is arranged on the barrel body, and a door frame is arranged around each sealing door. By the rotary-type vacuum loose moisture regain machine and the loose moisture regain method thereof, equipment and a process material thereof are in a rolling state during moisture regain, tobacco leaf moisture regain qualification rate is increased, a humidifying medium is ensured to be fully sprayed on the material, humidifying and loosening quality is improved, and the material is in a vacuum environment in the whole process, so that material return penetration rate is increased.