Automatic floor plan analysis and recognition

PN Pizarro, N Hitschfeld, I Sipiran… - Automation in …, 2022 - Elsevier
Due to recent advances in machine learning, there has been an explosive development of
multiple methodologies that automatically extract information from architectural floor plans …

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 …

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 …

Deep learning for free-hand sketch: A survey

P Xu, TM Hospedales, Q Yin, YZ Song… - IEEE transactions on …, 2022 - ieeexplore.ieee.org
Free-hand sketches are highly illustrative, and have been widely used by humans to depict
objects or stories from ancient times to the present. The recent prevalence of touchscreen …

A survey of smooth vector graphics: Recent advances in representation, creation, rasterization and image vectorization

X Tian, T Günther - IEEE Transactions on Visualization and …, 2022 - ieeexplore.ieee.org
The field of smooth vector graphics explores the representation, creation, rasterization, and
automatic generation of light-weight image representations, frequently used for scalable …

Computer-aided design as language

Y Ganin, S Bartunov, Y Li, E Keller… - Advances in Neural …, 2021 - proceedings.neurips.cc
Abstract Computer-Aided Design (CAD) applications are used in manufacturing to model
everything from coffee mugs to sports cars. These programs are complex and require years …

Engineering sketch generation for computer-aided design

KDD Willis, PK Jayaraman… - Proceedings of the …, 2021 - openaccess.thecvf.com
Engineering sketches form the 2D basis of parametric Computer-Aided Design (CAD), the
foremost modeling paradigm for manufactured objects. In this paper we tackle the problem …

Sketch-based modeling in mechanical engineering design: Current status and opportunities

JD Camba, P Company, F Naya - Computer-Aided Design, 2022 - Elsevier
Abstract Sketch-Based Modeling (SBM) is a field of study that focuses on the automatic
creation of 3D models from freehand drawings. Today, two related branches coexist: one …

Stripmaker: Perception-driven learned vector sketch consolidation

C Liu, T Aoki, M Bessmeltsev, A Sheffer - ACM Transactions on Graphics …, 2023 - dl.acm.org
Artist sketches often use multiple overdrawn strokes to depict a single intended curve.
Humans effortlessly mentally consolidate such sketches by detecting groups of overdrawn …

Marvel: Raster gray-level manga vectorization via primitive-wise deep reinforcement learning

H Su, X Liu, J Niu, J Cui, J Wan, X Wu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Manga is a fashionable Japanese-style comic form that is composed of black-and-white
strokes and is generally displayed as raster images on digital devices. Typical mangas have …