A novel 3D model retrieval system based on three-view sketches

Bin Cao, Yang Kang, Shujin Lin, Xiaonan Luo, Songhua Xu, Zhihan Lv, Yu Xue

Research output: Contribution to journalArticlepeer-review

3 Scopus citations

Abstract

3D models can be used in 3D printing and many other areas. At present, there are a lot of researches on 3D model retrieval and sketch is considered to be important for 3D model retrieval. In this paper, we develop a new 3D model retrieval prototype system based on style-sensitive 3D model retrieval method and three-view user sketches. We also implement user-friendly graphic interfaces for the 3D model retrieval system. We explore the performance of the system by conducting a series of 3D model retrieval experiments on the Princeton shape benchmark data set. Experimental results show that the new retrieval system can obtain satisfactory retrieval results. And some results of the new method are superior to some content-based 3D model retrieval methods, in terms of both quantitative search performance metrics and qualitatively measured user search experiences.

Original languageEnglish (US)
Pages (from-to)2675-2683
Number of pages9
JournalJournal of Intelligent and Fuzzy Systems
Volume31
Issue number5
DOIs
StatePublished - Oct 13 2016

All Science Journal Classification (ASJC) codes

  • Statistics and Probability
  • Engineering(all)
  • Artificial Intelligence

Keywords

  • 3D model
  • retrieval
  • user interface
  • views

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