Multistage spatio-temporal networks for robust sketch recognition

• Main Authors: Li, Hanhui, Jiang, Xudong, Guan, Boliang, Wang, Ruomei, Thalmann, Nadia Magnenat
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2022
• Subjects: Engineering::Electrical and electronic engineering; Sketch Recognition; Spatio-Temporal Feature
• Online Access: https://hdl.handle.net/10356/162131
• Institution: Nanyang Technological University

Sketch recognition relies on two types of information, namely, spatial contexts like the local structures in images and temporal contexts like the orders of strokes. Existing methods usually adopt convolutional neural networks (CNNs) to model spatial contexts, and recurrent neural networks (RNNs) fo...