FS-COCO: Towards Understanding of Freehand Sketches of Common Objects in Context

1 code implementation • 4 Mar 2022 • Pinaki Nath Chowdhury, Aneeshan Sain, Ayan Kumar Bhunia, Tao Xiang, Yulia Gryaditskaya, Yi-Zhe Song

We advance sketch research to scenes with the first dataset of freehand scene sketches, FS-COCO.

Image Captioning Image Retrieval +1

One Sketch for All: One-Shot Personalized Sketch Segmentation

no code implementations • 20 Dec 2021 • Anran Qi, Yulia Gryaditskaya, Tao Xiang, Yi-Zhe Song

We aim to segment all sketches belonging to the same category provisioned with a single sketch with a given part annotation while (i) preserving the parts semantics embedded in the exemplar, and (ii) being robust to input style and abstraction.

Deep Sketch-Based Modeling: Tips and Tricks

1 code implementation • 12 Nov 2020 • Yue Zhong, Yulia Gryaditskaya, Honggang Zhang, Yi-Zhe Song

Deep image-based modeling received lots of attention in recent years, yet the parallel problem of sketch-based modeling has only been briefly studied, often as a potential application.