Deep sketch-based modeling: Tips and tricks

Y Zhong, Y Gryaditskaya, H Zhang… - … Conference on 3D …, 2020 - ieeexplore.ieee.org
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 …

Combining voxel and normal predictions for multi-view 3D sketching

J Delanoy, D Coeurjolly, JO Lachaud, A Bousseau - Computers & Graphics, 2019 - Elsevier
Recent works on data-driven sketch-based modeling use either voxel grids or normal/depth
maps as geometric representations compatible with convolutional neural networks. While …

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 …

Deep3dsketch+: Rapid 3d modeling from single free-hand sketches

T Chen, C Fu, Y Zang, L Zhu, J Zhang, P Mao… - … on Multimedia Modeling, 2023 - Springer
The rapid development of AR/VR brings tremendous demands for 3D content. While the
widely-used Computer-Aided Design (CAD) method requires a time-consuming and labor …

Deep3dsketch: 3d modeling from free-hand sketches with view-and structural-aware adversarial training

T Chen, C Fu, L Zhu, P Mao, J Zhang, Y Zang… - arXiv preprint arXiv …, 2023 - arxiv.org
This work aims to investigate the problem of 3D modeling using single free-hand sketches,
which is one of the most natural ways we humans express ideas. Although sketch-based 3D …

Deep3DSketch+: obtaining customized 3D model by single free-hand sketch through deep learning

Y Zang, C Fu, T Chen, Y Hu, Q Liu, W Hu - arXiv preprint arXiv:2310.18609, 2023 - arxiv.org
As 3D models become critical in today's manufacturing and product design, conventional 3D
modeling approaches based on Computer-Aided Design (CAD) are labor-intensive, time …

GA‐Sketching: Shape Modeling from Multi‐View Sketching with Geometry‐Aligned Deep Implicit Functions

J Zhou, Z Luo, Q Yu, X Han, H Fu - Computer Graphics Forum, 2023 - Wiley Online Library
Sketch‐based shape modeling aims to bridge the gap between 2D drawing and 3D
modeling by providing an intuitive and accessible approach to create 3D shapes from 2D …

Sketchman: Learning to create professional sketches

J Li, N Gao, T Shen, W Zhang, T Mei… - Proceedings of the 28th …, 2020 - dl.acm.org
Human free-hand sketches have been studied in various fields including sketch recognition,
synthesis and sketch-based image retrieval. We propose a new challenging task sketch …

Reality3dsketch: Rapid 3d modeling of objects from single freehand sketches

T Chen, C Ding, L Zhu, Y Zang, Y Liao… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
The emerging trend of AR/VR places great demands on 3D content. However, most existing
software requires expertise and is difficult for novice users to use. In this paper, we aim to …

Deep3dsketch+\+: High-fidelity 3d modeling from single free-hand sketches

Y Zang, C Ding, T Chen, P Mao… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
The rise of AR/VR has led to an increased demand for 3D content. However, the traditional
method of creating 3D content using Computer-Aided Design (CAD) is a labor-intensive and …