Melih Engin

DeepKSPD: Learning Kernel-matrix-based SPD Representation for Fine-grained Image Recognition

As a second-order pooled representation, covariance matrix has attracted much attention in visual recognition, and some pioneering works have recently integrated it into deep learning framework to jointly learn this matrix for fine-grained image recognition. A recent study shows that kernel matrix w…