From Local Binary Patterns to Pixel Difference Networks for Efficient Visual Representation Learning

Zhuo Su, Matti Pietikäinen, Li Liu

LBP is a successful hand-crafted feature descriptor in computer vision. However, in the deep learning era, deep neural networks, especially convolutional neural networks (CNNs) can…