3D object retrieval via range image queries based on SIFT descriptors on panoramic views

Authors:
K. Sfikas;I. Pratikakis;T. Theoharis
Affiliations:
Department of Informatics and Telecommunications, University of Athens, Greece;Department of Electrical and Computer Engineering, Democritus University of Thrace, Greece;Department of Informatics and Telecommunications, University of Athens, Greece and IDI, NTNU, Norway
Venue:
EG 3DOR'12 Proceedings of the 5th Eurographics conference on 3D Object Retrieval
Year:
2012

Citing 19
Cited 1

Cumulated gain-based evaluation of IR techniques

ACM Transactions on Information Systems (TOIS)
Object Recognition from Local Scale-Invariant Features

ICCV '99 Proceedings of the International Conference on Computer Vision-Volume 2 - Volume 2
Rotation invariant spherical harmonic representation of 3D shape descriptors

Proceedings of the 2003 Eurographics/ACM SIGGRAPH symposium on Geometry processing
Retrieving 3D shapes based on their appearance

MIR '03 Proceedings of the 5th ACM SIGMM international workshop on Multimedia information retrieval
The Princeton Shape Benchmark

SMI '04 Proceedings of the Shape Modeling International 2004
Extremely randomized trees

Machine Learning
Enhanced 2D/3D Approaches Based on Relevance Index for 3D-Shape Retrieval

SMI '06 Proceedings of the IEEE International Conference on Shape Modeling and Applications 2006
A new 3D model retrieval approach based on the elevation descriptor

Pattern Recognition
3D free-form object recognition in range images using local surface patches

Pattern Recognition Letters
Graphics and Visualization: Principles & Algorithms

Graphics and Visualization: Principles & Algorithms
A Compact Multi-view Descriptor for 3D Object Retrieval

CBMI '09 Proceedings of the 2009 Seventh International Workshop on Content-Based Multimedia Indexing
Dense sampling and fast encoding for 3D model retrieval using bag-of-visual features

Proceedings of the ACM International Conference on Image and Video Retrieval
PANORAMA: A 3D Shape Descriptor Based on Panoramic Views for Unsupervised 3D Object Retrieval

International Journal of Computer Vision
3D scene retrieval and recognition with Depth Gradient Images

Pattern Recognition Letters
Real-time human pose recognition in parts from single depth images

CVPR '11 Proceedings of the 2011 IEEE Conference on Computer Vision and Pattern Recognition
3-D Model Search and Retrieval From Range Images Using Salient Features

IEEE Transactions on Multimedia
SHREC'09 track: querying with partial models

EG 3DOR'09 Proceedings of the 2nd Eurographics conference on 3D Object Retrieval
SHREC'10 track: range scan retrieval

EG 3DOR'10 Proceedings of the 3rd Eurographics conference on 3D Object Retrieval
ConTopo: non-rigid 3D object retrieval using topological information guided by conformal factors

EG 3DOR'11 Proceedings of the 4th Eurographics conference on 3D Object Retrieval

3D object retrieval via range image queries in a bag-of-visual-words context

The Visual Computer: International Journal of Computer Graphics

Quantified Score

Hi-index	0.00

Visualization

Abstract

The increasing availability of low-cost 3D scanners is resulting in the creation of large repositories of 3D models. Low-cost 3D range scanners in particular can also be used to capture partial views of real 3D objects which can then act as queries over 3D object repositories. This paper concerns a new methodology for 3D object retrieval based on range image queries which represent partial views of 3D objects. SIFT descriptors based on panoramic views are used to address this problem. The proposed method is evaluated against state-of-the-art works on a standard dataset.