Fs-coco: Towards understanding of freehand sketches of common objects in context
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 …
COCO. With practical applications in mind, we collect sketches that convey scene content …
Deep learning for free-hand sketch: A survey
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 …
objects or stories from ancient times to the present. The recent prevalence of touchscreen …
Deep learning methods of cross-modal tasks for conceptual design of product shapes: A review
Conceptual design is the foundational stage of a design process that translates ill-defined
design problems into low-fidelity design concepts and prototypes through design search …
design problems into low-fidelity design concepts and prototypes through design search …
Data-driven intelligent computational design for products: method, techniques, and applications
M Yang, P Jiang, T Zang, Y Liu - Journal of Computational …, 2023 - academic.oup.com
Data-driven intelligent computational design (DICD) is a research hotspot that emerged
under fast-developing artificial intelligence. It emphasizes utilizing deep learning algorithms …
under fast-developing artificial intelligence. It emphasizes utilizing deep learning algorithms …
Doodle your 3d: From abstract freehand sketches to precise 3d shapes
In this paper we democratise 3D content creation enabling precise generation of 3D shapes
from abstract sketches while overcoming limitations tied to drawing skills. We introduce a …
from abstract sketches while overcoming limitations tied to drawing skills. We introduce a …
Democratising 2d sketch to 3d shape retrieval through pivoting
This paper studies the problem of 2D sketch to 3D shape retrieval, but with a focus on
democratising the process. We would like this democratisation to happen on two fronts:(i) to …
democratising the process. We would like this democratisation to happen on two fronts:(i) to …
The visual language of fabrics
We introduce text2fabric, a novel dataset that links free-text descriptions to various fabric
materials. The dataset comprises 15,000 natural language descriptions associated to 3,000 …
materials. The dataset comprises 15,000 natural language descriptions associated to 3,000 …
Differsketching: How differently do people sketch 3d objects?
Multiple sketch datasets have been proposed to understand how people draw 3D objects.
However, such datasets are often of small scale and cover a small set of objects or …
However, such datasets are often of small scale and cover a small set of objects or …
A diffusion-refinement model for sketch-to-point modeling
Diffusion probabilistic model has been proven effective in generative tasks. However, its
variants have not yet delivered on its effectiveness in practice of cross-dimensional …
variants have not yet delivered on its effectiveness in practice of cross-dimensional …
Fine-tuned but zero-shot 3d shape sketch view similarity and retrieval
G Berardi, Y Gryaditskaya - Proceedings of the IEEE/CVF …, 2023 - openaccess.thecvf.com
Recently, encoders like ViT (vision transformer) and ResNet have been trained on vast
datasets and utilized as perceptual metrics for comparing sketches and images, as well as …
datasets and utilized as perceptual metrics for comparing sketches and images, as well as …