Diffsketcher: Text guided vector sketch synthesis through latent diffusion models

X **ng, C Wang, H Zhou, J Zhang… - Advances in Neural …, 2023 - proceedings.neurips.cc
Even though trained mainly on images, we discover that pretrained diffusion models show
impressive power in guiding sketch synthesis. In this paper, we present DiffSketcher, an …

Clipascene: Scene sketching with different types and levels of abstraction

Y Vinker, Y Alaluf, D Cohen-Or… - Proceedings of the …, 2023 - openaccess.thecvf.com
In this paper, we present a method for converting a given scene image into a sketch using
different types and multiple levels of abstraction. We distinguish between two types of …

Fs-coco: Towards understanding of freehand sketches of common objects in context

PN Chowdhury, A Sain, AK Bhunia, T **ang… - European conference on …, 2022 - Springer
We advance sketch research to scenes with the first dataset of freehand scene sketches, FS-
COCO. With practical applications in mind, we collect sketches that convey scene content …

Editable image geometric abstraction via neural primitive assembly

Y Chen, B Ni, X Chen, Z Hu - Proceedings of the IEEE/CVF …, 2023 - openaccess.thecvf.com
This work explores a novel image geometric abstraction paradigm based on assembly out of
a pool of pre-defined simple parametric primitives (ie, triangle, rectangle, circle and …

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 …

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 …

SketchAgent: Language-Driven Sequential Sketch Generation

Y Vinker, TR Shaham, K Zheng, A Zhao, JE Fan… - arxiv preprint arxiv …, 2024 - arxiv.org
Sketching serves as a versatile tool for externalizing ideas, enabling rapid exploration and
visual communication that spans various disciplines. While artificial systems have driven …

Do Generalised Classifiers Really Work on Human Drawn Sketches?

H Bandyopadhyay, PN Chowdhury, A Sain… - … on Computer Vision, 2024 - Springer
This paper, for the first time, marries large foundation models with human sketch
understanding. We demonstrate what this brings–a paradigm shift in terms of generalised …

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 …

SketchCADGAN: A generative approach for completing partially drawn query sketches of engineering shapes to enhance retrieval system performance

PP Kendre, KK Kosalaraman, SSK Jayasree… - Computers & …, 2023 - Elsevier
Retrieval systems are commonly used to find relevant data in large datasets. In engineering,
these systems are useful for locating specific engineering shapes in a large dataset of …