Mvtn: Multi-view transformation network for 3d shape recognition

A Hamdi, S Giancola… - Proceedings of the IEEE …, 2021 - openaccess.thecvf.com
Multi-view projection methods have demonstrated their ability to reach state-of-the-art
performance on 3D shape recognition. Those methods learn different ways to aggregate …

Gift: A real-time and scalable 3d shape search engine

S Bai, X Bai, Z Zhou, Z Zhang… - Proceedings of the IEEE …, 2016 - cv-foundation.org
Projective analysis is an important solution for 3D shape retrieval, since human visual
perceptions of 3D shapes rely on various 2D observations from different view points …

Exploring deep learning for view-based 3D model retrieval

Z Gao, Y Li, S Wan - ACM transactions on multimedia computing …, 2020 - dl.acm.org
In recent years, view-based 3D model retrieval has become one of the research focuses in
the field of computer vision and machine learning. In fact, the 3D model retrieval algorithm …

Recent trends, applications, and perspectives in 3d shape similarity assessment

S Biasotti, A Cerri, A Bronstein… - Computer graphics …, 2016 - Wiley Online Library
The recent introduction of 3D shape analysis frameworks able to quantify the deformation of
a shape into another in terms of the variation of real functions yields a new interpretation of …

A comparison of 3D shape retrieval methods based on a large-scale benchmark supporting multimodal queries

B Li, Y Lu, C Li, A Godil, T Schreck, M Aono… - Computer Vision and …, 2015 - Elsevier
Large-scale 3D shape retrieval has become an important research direction in content-
based 3D shape retrieval. To promote this research area, two Shape Retrieval Contest …

Shape retrieval of non-rigid 3d human models

D Pickup, X Sun, PL Rosin, RR Martin, Z Cheng… - International Journal of …, 2016 - Springer
Abstract 3D models of humans are commonly used within computer graphics and vision,
and so the ability to distinguish between body shapes is an important shape retrieval …

A comparison of methods for sketch-based 3D shape retrieval

B Li, Y Lu, A Godil, T Schreck, B Bustos… - Computer Vision and …, 2014 - Elsevier
Sketch-based 3D shape retrieval has become an important research topic in content-based
3D object retrieval. To foster this research area, two Shape Retrieval Contest (SHREC) …

Mvcontrast: Unsupervised pretraining for multi-view 3d object recognition

L Wang, H Xu, W Kang - Machine Intelligence Research, 2023 - Springer
Abstract 3D shape recognition has drawn much attention in recent years. The view-based
approach performs best of all. However, the current multi-view methods are almost all fully …

GIFT: Towards scalable 3D shape retrieval

S Bai, X Bai, Z Zhou, Z Zhang, Q Tian… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Projective analysis is an important solution in three-dimensional (3D) shape retrieval, since
human visual perceptions of 3D shapes rely on various 2D observations from different …

View-based 3-D model retrieval: A benchmark

AA Liu, WZ Nie, Y Gao, YT Su - IEEE transactions on …, 2017 - ieeexplore.ieee.org
View-based 3-D model retrieval is one of the most important techniques in numerous
applications of computer vision. While many methods have been proposed in recent years …