Deep Learning through Sparse and Low-Rank Modeling

Chapter 9

Style Recognition and Kinship Understanding

Shuhui Jiang^⁎; Ming Shao^†; Caiming Xiong^‡; Yun Fu^{§    ⁎}Department of Electrical and Computer Engineering, Northeastern University, Boston, MA, United States^†Computer and Information Science, University of Massachusetts Dartmouth, Dartmouth, MA, United States^‡Salesforce Research, Palo Alto, CA, United States^§Department of Electrical and Computer Engineering and College of Computer and Information Science (Affiliated), Northeastern University, Boston, MA, United States

Abstract

This chapter addresses two novel applications using deep learning: style recognition and kinship understanding. For the former, while style classification has drawn much attention in many fields such as fashion, ...