Deep self-supervised representation learning for free-hand sketch

• Main Authors: Xu, Peng, Song, Zeyu, Yin, Qiyue, Song, Yi-Zhe, Wang, Liang
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2022
• Subjects: Engineering::Computer science and engineering; Feature Extraction; Task Analysis
• Online Access: https://hdl.handle.net/10356/160523
• Institution: Nanyang Technological University

In this paper, we tackle for the first time, the problem of self-supervised representation learning for free-hand sketches. This importantly addresses a common problem faced by the sketch community - that annotated supervisory data are difficult to obtain. This problem is very challenging in which s...