Noise Sensitivity of Local Descriptors vs ConvNets: An application to Facial Recognition

Yasin Musa Ayami, Aboubayda Shabat, Delene Heukelman

The Local Binary Patterns (LBP) is a local descriptor proposed by Ojala et al to discriminate texture due to its discriminative power. However, the LBP is sensitive to noise and il…