Clipasso: Semantically-aware object sketching

Y Vinker, E Pajouheshgar, JY Bo… - ACM Transactions on …, 2022 - dl.acm.org
Abstraction is at the heart of sketching due to the simple and minimal nature of line
drawings. Abstraction entails identifying the essential visual properties of an object or scene …

Vectorfusion: Text-to-svg by abstracting pixel-based diffusion models

A Jain, A **e, P Abbeel - … of the IEEE/CVF Conference on …, 2023 - openaccess.thecvf.com
Diffusion models have shown impressive results in text-to-image synthesis. Using massive
datasets of captioned images, diffusion models learn to generate raster images of highly …

Clipdraw: Exploring text-to-drawing synthesis through language-image encoders

K Frans, L Soros, O Witkowski - Advances in Neural …, 2022 - proceedings.neurips.cc
CLIPDraw is an algorithm that synthesizes novel drawings from natural language input. It
does not require any additional training; rather, a pre-trained CLIP language-image encoder …

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 …

Word-as-image for semantic typography

S Iluz, Y Vinker, A Hertz, D Berio, D Cohen-Or… - ACM Transactions on …, 2023 - dl.acm.org
A word-as-image is a semantic typography technique where a word illustration presents a
visualization of the meaning of the word, while also preserving its readability. We present a …

Learning to generate line drawings that convey geometry and semantics

C Chan, F Durand, P Isola - Proceedings of the IEEE/CVF …, 2022 - openaccess.thecvf.com
This paper presents an unpaired method for creating line drawings from photographs.
Current methods often rely on high quality paired datasets to generate line drawings …

Im2vec: Synthesizing vector graphics without vector supervision

P Reddy, M Gharbi, M Lukac… - Proceedings of the IEEE …, 2021 - openaccess.thecvf.com
Vector graphics are widely used to represent fonts, logos, digital artworks, and graphic
designs. But, while a vast body of work has focused on generative algorithms for raster …

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 …

SVGDreamer: Text guided SVG generation with diffusion model

X **ng, H Zhou, C Wang, J Zhang… - Proceedings of the …, 2024 - openaccess.thecvf.com
Recently text-guided scalable vector graphics (SVGs) synthesis has shown promise in
domains such as iconography and sketch. However existing text-to-SVG generation …

Towards layer-wise image vectorization

X Ma, Y Zhou, X Xu, B Sun, V Filev… - Proceedings of the …, 2022 - openaccess.thecvf.com
Image rasterization is a mature technique in computer graphics, while image vectorization,
the reverse path of rasterization, remains a major challenge. Recent ad-vanced deep …