Deep learning for free-hand sketch: A survey

P Xu, TM Hospedales, Q Yin, YZ Song… - IEEE transactions on …, 2022 - ieeexplore.ieee.org
Free-hand sketches are highly illustrative, and have been widely used by humans to depict
objects or stories from ancient times to the present. The recent prevalence of touchscreen …

Enhance Sketch Recognition's Explainability via Semantic Component-Level Parsing

G Zhu, S Wang, T Wu, L Zhang - … of the AAAI Conference on Artificial …, 2024 - ojs.aaai.org
Free-hand sketches are appealing for humans as a universal tool to depict the visual world.
Humans can recognize varied sketches of a category easily by identifying the concurrence …

A novel sketch recognition model based on convolutional neural networks

AT Kabakus - 2020 International Congress on Human …, 2020 - ieeexplore.ieee.org
Deep neural networks have been widely used for visual recognition tasks based on real
images as they have proven their efficiency. Unlike real images, sketches exhibit a high …