A survey of traditional and deep learning-based feature descriptors for high dimensional data in computer vision

T Georgiou, Y Liu, W Chen, M Lew - International Journal of Multimedia …, 2020 - Springer
Higher dimensional data such as video and 3D are the leading edge of multimedia retrieval
and computer vision research. In this survey, we give a comprehensive overview and key …

View-based 3D object retrieval: challenges and approaches

Y Gao, Q Dai - IEEE multimedia, 2014 - ieeexplore.ieee.org
View-based 3D object retrieval is an emerging research topic that has numerous geographic-
related applications in many fields, such as computer-aided design (CAD) and virtual city …

3-D object retrieval and recognition with hypergraph analysis

Y Gao, M Wang, D Tao, R Ji… - IEEE transactions on image …, 2012 - ieeexplore.ieee.org
View-based 3-D object retrieval and recognition has become popular in practice, eg, in
computer aided design. It is difficult to precisely estimate the distance between two objects …

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 …

A cloud image detection method based on SVM vector machine

P Li, L Dong, H Xiao, M Xu - Neurocomputing, 2015 - Elsevier
The satellite remote sensing image data volume is too big, therefore, transmitting, storing
and processing mass data is very difficult. Thus, the current methods may not perform well …

Multiple discrimination and pairwise CNN for view-based 3D object retrieval

Z Gao, H Xue, S Wan - Neural Networks, 2020 - Elsevier
With the rapid development and wide application of computer, camera device, network and
hardware technology, 3D object (or model) retrieval has attracted widespread attention and …

Camera constraint-free view-based 3-D object retrieval

Y Gao, J Tang, R Hong, S Yan, Q Dai… - … on Image Processing, 2011 - ieeexplore.ieee.org
Recently, extensive research efforts have been dedicated to view-based methods for 3-D
object retrieval due to the highly discriminative property of multiviews for 3-D object …

A comparison of methods for non-rigid 3D shape retrieval

Z Lian, A Godil, B Bustos, M Daoudi, J Hermans… - Pattern Recognition, 2013 - Elsevier
Non-rigid 3D shape retrieval has become an active and important research topic in content-
based 3D object retrieval. The aim of this paper is to measure and compare the performance …

PANORAMA: A 3D shape descriptor based on panoramic views for unsupervised 3D object retrieval

P Papadakis, I Pratikakis, T Theoharis… - International Journal of …, 2010 - Springer
We present a novel 3D shape descriptor that uses a set of panoramic views of a 3D object
which describe the position and orientation of the object's surface in 3D space. We obtain a …

3-D object retrieval with Hausdorff distance learning

Y Gao, M Wang, R Ji, X Wu… - IEEE Transactions on …, 2013 - ieeexplore.ieee.org
In view-based 3-D object retrieval, each object is described by a set of views. Group
matching thus plays an important role. Previous research efforts have shown the …