Abstract: Documenting the seizure attack accurately is curial for evaluating the medical treatment for epileptic patients and acquiring reliable data from clinical trials. However, nearly half of all seizures captured during the long-term video-electroencephalography monitoring were not reported by patients. Therefore, innovative and feasible tools for automatic seizure detection are in great demand. This article reviewed the most recent advances in the technique of seizure detection.