Pagml: Precise alignment guided metric learning for sketch-based 3d shape retrieval
S Bai, J Bai, H Xu, J Tuo, M Liu - Image and Vision Computing, 2023 - Elsevier
Sketch-based 3D shape retrieval has always been a hot research topic in the computer
vision community. The main challenge is to alleviate the cross-modality discrepancies such …
vision community. The main challenge is to alleviate the cross-modality discrepancies such …
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 …
Domain disentangled generative adversarial network for zero-shot sketch-based 3d shape retrieval
Sketch-based 3D shape retrieval is a challenging task due to the large domain discrepancy
between sketches and 3D shapes. Since existing methods are trained and evaluated on the …
between sketches and 3D shapes. Since existing methods are trained and evaluated on the …
Deep cross-modality adaptation via semantics preserving adversarial learning for sketch-based 3d shape retrieval
Due to the large cross-modality discrepancy between 2D sketches and 3D shapes,
retrieving 3D shapes by sketches is a significantly challenging task. To address this …
retrieving 3D shapes by sketches is a significantly challenging task. To address this …
Uncertainty learning for noise resistant sketch-based 3d shape retrieval
Recently, sketch-based 3D shape retrieval has received growing attention in the community
of computer graphics and computer vision. Most previous works focus on the problem of how …
of computer graphics and computer vision. Most previous works focus on the problem of how …
Deep sketch-shape hashing with segmented 3d stochastic viewing
Sketch-based 3D shape retrieval has been extensively studied in recent works, most of
which focus on improving the retrieval accuracy, whilst neglecting the efficiency. In this …
which focus on improving the retrieval accuracy, whilst neglecting the efficiency. In this …
Deep point-to-subspace metric learning for sketch-based 3D shape retrieval
One key issue in managing a large scale 3D shape dataset is to identify an effective way to
retrieve a shape-of-interest. The sketch-based query, which enjoys the flexibility in …
retrieve a shape-of-interest. The sketch-based query, which enjoys the flexibility in …
3D sketching for interactive model retrieval in virtual reality
We describe a novel method for searching 3D model collections using free-form sketches
within a virtual environment as queries. As opposed to traditional sketch retrieval, our …
within a virtual environment as queries. As opposed to traditional sketch retrieval, our …
Automatic Scene Generation: State-of-the-Art Techniques, Models, Datasets, Challenges, and Future Prospects
AA Fime, S Mahmud, A Das, MS Islam… - arXiv preprint arXiv …, 2024 - arxiv.org
Automatic scene generation is an essential area of research with applications in robotics,
recreation, visual representation, training and simulation, education, and more. This survey …
recreation, visual representation, training and simulation, education, and more. This survey …
Computer aided design (CAD) model search and retrieval using frequency domain file conversion
The computer aided design (CAD) files are often tagged manually or searched and retrieved
from a database using machine learning algorithms. There has been significant interest in …
from a database using machine learning algorithms. There has been significant interest in …