A view-based 3D object shape representation technique

被引：0

作者：

Ebrahim, Yasser ^{[1
]}

Ahmed, Maher ^{[1
]}

Chau, Siu-Cheung ^{[1
]}

Abdelsalam, Wegdan ^{[2
]}

机构：

[1] Wilfrid Laurier Univ, Waterloo, ON N2L 3C5, Canada

[2] Univ Guelph, Guelph, ON N1G 2W1, Canada

来源：

IMAGE ANALYSIS AND RECOGNITION, PROCEEDINGS | 2007年 / 4633卷

关键词：

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

In this paper we present a novel approach to 3D shape representation and matching utilizing a set of shape representations for 2D views of the object. The proposed technique capitalizes on the localization-preserving nature of the Hilbert space filling curve and the approximation capabilities of the Wavelet transform. Each 2D view of the object is represented by a concise ID representation that can be used to search an image database for a match. The shape of the 3D image is represented by the set of ID representations of its 2D views. Experimental results, on a subset of the Amsterdam Library of Object Images (ALOI) dataset, are provided.

引用

页码：411 / +

页数：3

共 50 条

[1] Enhanced 3D shape retrieval using view-based silhouette representation
Wen, Liuying
Tan, Guoxin
2008 INTERNATIONAL CONFERENCE ON AUDIO, LANGUAGE AND IMAGE PROCESSING, VOLS 1 AND 2, PROCEEDINGS, 2008, : 928 - 931
[2] Enhanced 3D shape retrieval using view-based silhouette representation
Wen Liuying
Tan Guoxin
ADVANCING SCIENCE THROUGH COMPUTATION, 2008, : 4 - 7
[3] View-Based 3D Object Retrieval: Challenges and Approaches
Gao, Yue
Dai, Qionghai
IEEE MULTIMEDIA, 2014, 21 (03) : 52 - 57
[4] View-based weight network for 3D object recognition
Huang, Qiang
Wang, Yongxiong
Yin, Zhong
IMAGE AND VISION COMPUTING, 2020, 93 (93)
[5] Multimodal learning for view-based 3D object classification
Chen, Fuhai
Ji, Rongrong
Cao, Liujuan
NEUROCOMPUTING, 2016, 195 : 23 - 29
[6] View-based 3D object retrieval with discriminative views
Wang, Dong
Wang, Bin
Zhao, Sicheng
Yao, Hongxun
Liu, Hong
NEUROCOMPUTING, 2017, 252 : 58 - 66
[7] Multiple Discrimination and Pairwise CNN for view-based 3D object retrieval
Gao, Zan
Xue, Haixin
Wan, Shaohua
NEURAL NETWORKS, 2020, 125 : 290 - 302
[8] View-Based Discriminative Probabilistic Modeling for 3D Object Retrieval and Recognition
Wang, Meng
Gao, Yue
Lu, Ke
Rui, Yong
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2013, 22 (04) : 1395 - 1407
[9] VIEW-BASED MODELS OF 3D OBJECT RECOGNITION - INVARIANCE TO IMAGING TRANSFORMATIONS
VETTER, T
HURLBERT, A
POGGIO, T
CEREBRAL CORTEX, 1995, 5 (03) : 261 - 269
[10] View-GCN: View-based Graph Convolutional Network for 3D Shape Analysis
Wei, Xin
Yu, Ruixuan
Sun, Jian
2020 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), 2020, : 1847 - 1856

← 1 2 3 4 5 →