Partially does it: Towards scene-level fg-sbir with partial input

PN Chowdhury, AK Bhunia… - Proceedings of the …, 2022 - openaccess.thecvf.com
We scrutinise an important observation plaguing scene-level sketch research--that a
significant portion of scene sketches are" partial". A quick pilot study reveals:(i) a scene …

Sketchknitter: Vectorized sketch generation with diffusion models

Q Wang, H Deng, Y Qi, D Li, YZ Song - The Eleventh International …, 2023 - openreview.net
We show vectorized sketch generation can be identified as a reversal of the stroke
deformation process. This relationship was established by means of a diffusion model that …

Sketchaa: Abstract representation for abstract sketches

L Yang, K Pang, H Zhang… - Proceedings of the IEEE …, 2021 - openaccess.thecvf.com
What makes free-hand sketches appealing for humans lies with its capability as a universal
tool to depict the visual world. Such flexibility at human ease, however, introduces abstract …

Chirodiff: Modelling chirographic data with diffusion models

A Das, Y Yang, T Hospedales, T Xiang… - arXiv preprint arXiv …, 2023 - arxiv.org
Generative modelling over continuous-time geometric constructs, aka such as handwriting,
sketches, drawings etc., have been accomplished through autoregressive distributions …

Doodleformer: Creative sketch drawing with transformers

AK Bhunia, S Khan, H Cholakkal, RM Anwer… - … on Computer Vision, 2022 - Springer
Creative sketching or doodling is an expressive activity, where imaginative and previously
unseen depictions of everyday visual objects are drawn. Creative sketch image generation …

Sketchlattice: Latticed representation for sketch manipulation

Y Qi, G Su, PN Chowdhury, M Li… - Proceedings of the …, 2021 - openaccess.thecvf.com
The key challenge in designing a sketch representation lies with handling the abstract and
iconic nature of sketches. Existing work predominantly utilizes either,(i) a pixelative format …

One sketch for all: One-shot personalized sketch segmentation

A Qi, Y Gryaditskaya, T Xiang… - IEEE transactions on …, 2022 - ieeexplore.ieee.org
We present the first one-shot personalized sketch segmentation method. We aim to segment
all sketches belonging to the same category provisioned with a single sketch with a given …

Multistage spatio-temporal networks for robust sketch recognition

H Li, X Jiang, B Guan, R Wang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
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 …

Generative sketch healing

Y Qi, G Su, Q Wang, J Yang, K Pang… - International Journal of …, 2022 - Springer
To perceive and create a whole from parts is a prime trait of the human visual system. In this
paper, we teach machines to perform a similar task by recreating a vectorised human sketch …

Linking sketch patches by learning synonymous proximity for graphic sketch representation

S Zang, S Tu, L Xu - Proceedings of the AAAI Conference on Artificial …, 2023 - ojs.aaai.org
Graphic sketch representations are effective for representing sketches. Existing methods
take the patches cropped from sketches as the graph nodes, and construct the edges based …