Patients with Parkinson's disease (PD) suffer from motor and non-motor symptoms; 40% would develop dementia (PD-D). Impaired face and emotion processing in PD has been reported; however, the deficits of face processing in pD-D remain unclear. We investigated three essential aspects of face processing capacity in pD-D, and the associations between cognitive, neuropsychiatric assessments and task performances. Twenty-four PD-D patients (mean age: 74.0 ± 5.55) and eighteen age-matched healthy controls (HC) (mean age: 71.0 ± 6.20) received three computerized tasks, morphing-face discrimination, dynamic facial emotion recognition, and expression imitation. compared to Hc, pD-D patients had lower sensitivity (d') and greater neural internal noises in discriminating faces; responded slower and had difficulties with negative emotions; imitated some expressions but with lower strength. Correlation analyses revealed that patients with advancing age, slow mentation, and poor cognition (but not motor symptoms) showed stronger deterioration in face perception. importantly, these correlations were absent in the age-matched HC. The present study is among the first few examined face processing in patients with PD-D, and found consistent deficits correlated with advancing age and slow mentation. We propose that face discrimination task could be included as a potential test for the early detection of dementia in pD.Parkinson's disease (PD) affects 2-3% of the population worldwide over the age of 65 1 ; about 40% of PD would develop dementia (PD-D) 2 . Motor dysfunctions are core clinical features in PD 1 ; however, the contributions of non-motor symptoms to a reduced quality of life are also widely recognized 3 . Patients suffer from an array of non-motor symptoms including autonomic, digestive, cognitive, and affective dysfunctions, as well as disturbances in visual perception 4,5 . Among the visual disturbances, impairments in high-level perception such as facial identity and emotion processing drastically affect the patients' social interactions with others 6,7 .Successful recognition of facial identity and emotional expressions is fundamental to social life, the hallmark of human perceptual skills develop soon after birth 8,9 . Early studies reveal impaired face recognition in PD 10,11 , with performance correlated with gray matter density in the fusiform face areas (FFA)-the region involved in the visual analysis of face structure in the healthy brain 12,13 . Recent studies investigating face recognition in PD revealed memory deficits for both familiar and unfamiliar faces [14][15][16] , reported that impairment in configural processing (also processed in the FFA) predicted unfamiliar face recognition deficits in PD patients. While most studies focused on recognition memory in PD patients, very few inspected their perceptual discriminability under the framework of the signal detection theory 18 ; it is unclear whether the patient's impairments in