This document proposes a method for recognizing partially occluded faces using Gradientface and Local Binary Patterns (LBP). It first detects occluded regions using a MultiLayer Perceptron classifier, then applies Gradientface preprocessing to normalize for illumination before extracting LBP features from non-occluded regions for recognition. Experiments on the AR and ORL face databases show the method can effectively recognize faces with sunglasses and scarf occlusions.