A comparison of 3D shape retrieval methods based on a large-scale benchmark supporting multimodal queries
文献类型：期刊论文
| 作者 | Li Bo; Lu Yijuan; Li Chunyuan; Godil Afzal; Schreck Tobias; Aono Masaki; Burtscher Martin; Chen Qiang; Chowdhury Nihad Karim; Fang Bin |
| 刊名 | COMPUTER VISION AND IMAGE UNDERSTANDING
 |
| 出版日期 | 2015 |
| 英文摘要 | 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 (SHREC) tracks on large scale comprehensive and sketch-based 3D model retrieval have been organized by us in 2014. Both tracks were based on a unified large-scale benchmark that supports multimodal queries (3D models and sketches). This benchmark contains 13680 sketches and 8987 3D models, divided into 171 distinct classes. It was compiled to be a superset of existing benchmarks and presents a new challenge to retrieval methods as it comprises generic models as well as domain-specific model types. Twelve and six distinct 3D shape retrieval methods have competed with each other in these two contests, respectively. To measure and compare the performance of the participating and other promising Query-by-Model or Query-by-Sketch 3D shape retrieval methods and to solicit state-of-the-art approaches, we perform a more comprehensive comparison of twenty-six (eighteen originally participating algorithms and eight additional state-of-the-art or new) retrieval methods by evaluating them on the common benchmark. The benchmark, results, and evaluation tools are publicly available at our websites (C) 2014 Elsevier Inc. All rights reserved. |
| 收录类别 | SCI |
| 原文出处 | www.sciencedirect.com/science/article/pii/S1077314214002100 |
| 语种 | 英语 |
| 源URL | [http://ir.siat.ac.cn:8080/handle/172644/6562]  |
| 专题 | 深圳先进技术研究院_集成所 |
| 作者单位 | COMPUTER VISION AND IMAGE UNDERSTANDING |
| 推荐引用方式 GB/T 7714 | Li Bo,Lu Yijuan,Li Chunyuan,et al. A comparison of 3D shape retrieval methods based on a large-scale benchmark supporting multimodal queries[J]. COMPUTER VISION AND IMAGE UNDERSTANDING,2015. |
| APA | Li Bo.,Lu Yijuan.,Li Chunyuan.,Godil Afzal.,Schreck Tobias.,...&Zou Changqing.(2015).A comparison of 3D shape retrieval methods based on a large-scale benchmark supporting multimodal queries.COMPUTER VISION AND IMAGE UNDERSTANDING. |
| MLA | Li Bo,et al."A comparison of 3D shape retrieval methods based on a large-scale benchmark supporting multimodal queries".COMPUTER VISION AND IMAGE UNDERSTANDING (2015). |
入库方式： OAI收割
来源：深圳先进技术研究院
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