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 …

Learning deep sketch abstraction

UR Muhammad, Y Yang, YZ Song… - Proceedings of the …, 2018 - openaccess.thecvf.com
Human free-hand sketches have been studied in various contexts including sketch
recognition, synthesis and fine-grained sketch-based image retrieval (FG-SBIR). A …

Picture that sketch: Photorealistic image generation from abstract sketches

S Koley, AK Bhunia, A Sain… - Proceedings of the …, 2023 - openaccess.thecvf.com
Given an abstract, deformed, ordinary sketch from untrained amateurs like you and me, this
paper turns it into a photorealistic image-just like those shown in Fig. 1 (a), all non-cherry …

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 …

Im2sketch: Sketch generation by unconflicted perceptual grouping

Y Qi, J Guo, YZ Song, T Xiang, H Zhang, ZH Tan - Neurocomputing, 2015 - Elsevier
Effectively solving the problem of sketch generation, which aims to produce human-drawing-
like sketches from real photographs, opens the door for many vision applications such as …

Synthesizing human-like sketches from natural images using a conditional convolutional decoder

M Kampelmuhler, A Pinz - Proceedings of the IEEE/CVF …, 2020 - openaccess.thecvf.com
Humans are able to precisely communicate diverse concepts by employing sketches, a
highly reduced and abstract shape based representation of visual content. We propose, for …

Abstracting sketches through simple primitives

S Alaniz, M Mancini, A Dutta, D Marcos… - European Conference on …, 2022 - Springer
Humans show high-level of abstraction capabilities in games that require quickly
communicating object information. They decompose the message content into multiple parts …

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 …

Deep factorised inverse-sketching

K Pang, D Li, J Song, YZ Song… - Proceedings of the …, 2018 - openaccess.thecvf.com
Modelling human free-hand sketches has become topical recently, driven by practical
applications such as fine-grained sketch based image retrieval (FG-SBIR). Sketches are …

Universal sketch perceptual grouping

K Li, K Pang, J Song, YZ Song… - Proceedings of the …, 2018 - openaccess.thecvf.com
In this work we aim to develop a universal sketch grouper. That is, a grouper that can be
applied to sketches of any category in any domain to group constituent strokes/segments …