User-drawn sketch-based 3D object retrievalusing sparse coding

Verfasser / Beitragende:
[Sang Yoon, Gang-Joon Yoon, Tobias Schreck]
Ort, Verlag, Jahr:
2015
Enthalten in:
Multimedia Tools and Applications, 74/13(2015-07-01), 4707-4722
Format:
Artikel (online)
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024 7 0 |a 10.1007/s11042-013-1831-z  |2 doi 
035 |a (NATIONALLICENCE)springer-10.1007/s11042-013-1831-z 
245 0 0 |a User-drawn sketch-based 3D object retrievalusing sparse coding  |h [Elektronische Daten]  |c [Sang Yoon, Gang-Joon Yoon, Tobias Schreck] 
520 3 |a 3D object retrieval from user-drawn (sketch) queries is one of the important research issues in the areas of pattern recognition and computer graphics for simulation, visualization, and Computer Aided Design. The performance of any content-based 3D object retrieval system crucially depends on the availability of effective descriptors and similarity measures for this kind of data. We present a sketch-based approach for improving 3D object retrieval effectiveness by optimizing the representation of one particular type of features (oriented gradients) using a sparse coding approach. We perform experiments, the results of which show that the retrieval quality improves over alternative features and codings. Based our findings, the coding can be proposed for sketch-based 3D object retrieval systems relying on oriented gradient features. 
540 |a Springer Science+Business Media New York, 2013 
690 7 |a 3D object retrieval  |2 nationallicence 
690 7 |a Sketch-based querying  |2 nationallicence 
690 7 |a Gradient descriptor  |2 nationallicence 
690 7 |a Sparse coding  |2 nationallicence 
700 1 |a Yoon  |D Sang  |u School of Computer Science, Kookmin University, Seoul, Korea  |4 aut 
700 1 |a Yoon  |D Gang-Joon  |u Department of Mathematics, Ewha W. University, Seoul, Korea  |4 aut 
700 1 |a Schreck  |D Tobias  |u Computer and Information Science, University of Konstanz, Konstanz, Germany  |4 aut 
773 0 |t Multimedia Tools and Applications  |d Springer US; http://www.springer-ny.com  |g 74/13(2015-07-01), 4707-4722  |x 1380-7501  |q 74:13<4707  |1 2015  |2 74  |o 11042 
856 4 0 |u https://doi.org/10.1007/s11042-013-1831-z  |q text/html  |z Onlinezugriff via DOI 
898 |a BK010053  |b XK010053  |c XK010000 
900 7 |a Metadata rights reserved  |b Springer special CC-BY-NC licence  |2 nationallicence 
908 |D 1  |a research-article  |2 jats 
949 |B NATIONALLICENCE  |F NATIONALLICENCE  |b NL-springer 
950 |B NATIONALLICENCE  |P 856  |E 40  |u https://doi.org/10.1007/s11042-013-1831-z  |q text/html  |z Onlinezugriff via DOI 
950 |B NATIONALLICENCE  |P 700  |E 1-  |a Yoon  |D Sang  |u School of Computer Science, Kookmin University, Seoul, Korea  |4 aut 
950 |B NATIONALLICENCE  |P 700  |E 1-  |a Yoon  |D Gang-Joon  |u Department of Mathematics, Ewha W. University, Seoul, Korea  |4 aut 
950 |B NATIONALLICENCE  |P 700  |E 1-  |a Schreck  |D Tobias  |u Computer and Information Science, University of Konstanz, Konstanz, Germany  |4 aut 
950 |B NATIONALLICENCE  |P 773  |E 0-  |t Multimedia Tools and Applications  |d Springer US; http://www.springer-ny.com  |g 74/13(2015-07-01), 4707-4722  |x 1380-7501  |q 74:13<4707  |1 2015  |2 74  |o 11042