The aim of this study was to investigate the prevalence and associated factors of masked hypertension in obese patients in Yaounde. We carried out a cross-sectional study from January to September 2017 at the National Obesity Center of the Yaounde Central Hospital. Masked hypertension was defined when the mean 24 h SBP was greater than or equal to 130 mmHg and/or the mean 24 h DBP was greater than or equal to 80 mmHg with normal office blood pressure (SBP/DBP) <140/90 mmHg. Logistic regression was used to examine the relationship of masked hypertension with associated factors. Among the 90 participants included, 67.8% were females. The mean age (±SD) was 46 (±8) years. The mean clinical measurements were 120 ± 9.4 mmHg and 75.5 ± 7.9 mmHg, respectively, for the SBP and the DBP. On 24 h ambulatory measurement, the mean was 123.9 ± 14.4/74.7 ± 8.9 mmHg, respectively, for the SBP/DBP. The prevalence of masked hypertension was 33.3%. Masked hypertension was significantly associated with high-normal office blood pressure [odds ratio (OR) = 2.90, P = 0.02] and to dyslipidemia (OR = 3.60, P = 0.01), but not to the male sex, diabetes, physical activity, and tobacco/alcohol. Our findings suggest that the prevalence of masked hypertension is high and that physicians should consider ambulatory blood pressure monitoring for obese individuals with high-normal office blood pressure or dyslipidemia.