Retrieving 3D CAD models using 2D images with optimized weights

Proceedings - 2010 3rd International Congress on Image and Signal Processing, CISP 2010

Volumn 4, Issue , 2010, Pages 1586-1589

  Li, Liang ^a,b   Wang, Hanzi ^a   Chin, Tat Jun ^a   Suter, David ^a   Zhang, Shusheng ^b  

^a UNIVERSITY OF ADELAIDE   (Australia)

^b NORTHWESTERN POLYTECHNICAL UNIVERSITY   (China)

Author keywords

Content based 3D model retrieval; Lagrange mulitpliers; PHOG; SVM; Vector quantization

Indexed keywords

2D IMAGES; 3D MODEL RETRIEVAL; 3D MODELS; 3D OBJECT; BELONG TO; CAD MODEL RETRIEVAL; CAD MODELS; CONTENT-BASED 3D MODEL RETRIEVAL; DESCRIPTORS; HUMAN RETINA; HUMAN VISUAL; LAGRANGE; MULTIPLE VIEWPOINTS; OPTIMAL WEIGHT; PHOG; QUERY MODEL; SVM; VIEW-BASED;

COMPUTER AIDED DESIGN; IMAGE RETRIEVAL; LAGRANGE MULTIPLIERS; OPTIMIZATION; SELF ORGANIZING MAPS; SIGNAL PROCESSING; VECTOR QUANTIZATION; VECTORS;

THREE DIMENSIONAL;

EID: 78650526687     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CISP.2010.5646952     Document Type: Conference Paper

References (16)

1. N.Iyer, S.Jayanti, K.Lou, Y.Kalyanaraman and K.Ramani, "Three-dimensional shape searching: state-of-the-art review and future trends," J. Computer-Aided Design, vol.37, no.5, pp. 509-530, 2005.
2. S.Jayanti, Y.Kalyanaraman, N.Iyer and K.Ramani, "Developing an engineering shape benchmark for CAD models," J. Computer- Aided Design, vol.28, no.9, pp. 939-953, 2006.
3. P.Shilane and T.Funkhouser, "The Princeton Shape Benchmark," in Proc. Shape Modeling Applications, pp. 167-178, 2004.
4. J.T.Pu. and K. Ramani, "On visual similarity based 2D drawing retrieval," J. Computer-Aided Design, vol.38, no.3, pp. 249-259, 2006.
5. D.Y.Chen, X.P.Tian, Y.T.Shen and M.Ouhyoung, "On Visual Similarity Based 3D Model Retrieval," J. Computer Graphics Forum, pp. 223-232, 2003.
6. D.Vranic, "3D Model Retrieval," Ph.D dissertation, University of Leopzig, 2004.
7. R.Ohbuchi, K.Osada, T.Furuya and T.Banno, "Salient Local Visual Features for Shape-Based 3D Model Retrieval," in Proc. SMI'08, 2008.
8. R.Ohbuchi. and F. Takahiko, "Scale-Weighted Dense Bag of Visual Features for 3 Model Retrieval from a Partial View 3D Model," in Proc. ICCV 09 workshop on Search in 3D and Video(S3DV). 2009.
9. T.F.Ansary, M.Daoudi, "A Bayesian 3-D Search Engine Using Adaptive Views Clustering," J. IEEE Transactions on Multimedia, vol.9, no.1, pp.78-88, 2007.
10. T.F. Ansary, J.P.Vandeborre and M.Daoudi, "Bayesian approach for 3D models retrieval based on characteristic views," in Proc. ICPR, 2004.
11. B.Hu, Y.Liu, S.Gao, J.Hu an R.Sun, "A powerful parial relevance feedback for 3D model retrieval," J. Journal of multimedia, vol.4. No.3. pp. 120-128, 2009.
12. A.Bosch, A.Zisserman and X.Munoz, "Representing shape with a spatial pyramid kernel," in Proc. CIVR, pp.401-408, 2007.
13. C.M.Bishop, Pattern Recognition and Machine Learning. Springer,2006
14. OpenCASCADE Technology www.opencascade.org
15. C.Hsu, C.Chang and C.Lin, "A practical guide to support vector classification,"2009[Online].Available:http://www.csie.ntu.edu.tw/~cjlin/ libsvm/index.html
16. C.Y.Ip and W.C.Regli, "Content-Based Classification of CAD Models with Supervised Learning," J. Computer-Aided Design&Applications, vol.2, no.5, pp. 609-617, 2005.