The Rijksmuseum challenge: Museum-centered visual recognition

ICMR 2014 - Proceedings of the ACM International Conference on Multimedia Retrieval 2014

Volumn , Issue , 2014, Pages 451-454

  Mensink, Thomas ^a   Van Gemert, Jan ^a  

^a UNIVERSITY OF AMSTERDAM   (Netherlands)

Author keywords

Art dataset; Cultural heritage; Image classification

Indexed keywords

IMAGE CLASSIFICATION; PHOTOCOPYING;

ART DATASET; BASELINE RESULTS; CULTURAL HERITAGES; FISHER VECTORS; IMAGE FEATURES; MUSEUM COLLECTIONS; VISUAL CLASSIFICATION; VISUAL RECOGNITION;

MUSEUMS;

EID: 84899721311     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2578726.2578791     Document Type: Conference Paper

References (14)

1. R. Arandjeloviffic and A. Zisserman. Name that sculpture. In ICMR, 2012.
2. M. Barni, A. Pelagotti, and A. Piva. Image processing for the analysis and conservation of paintings: opportunities and challenges. IEEE Sig. Proc. Mag., 22:141-144, 2005.
3. E. J. Crowley and A. Zisserman. Of gods and goats: Weakly supervised learning of figurative art. In British Machine Vision Conference, 2013.
4. R.-E. Fan, K.-W. Chang, C.-J. Hsieh, X.-R. Wang, and C.-J. Lin. Liblinear: A library for large linear classification. JMLR, 9:1871-1874, 2008.
5. M. Franken and J. C. van Gemert. Automatic egyptian hieroglyph recognition by retrieving images as texts. In ACM Multimedia, 2013.
6. K. Ivanova and P. Stanchev. Color harmonies and contrasts search in art image collections. In MMEDIA, 2009.
7. C. Johnson, E. Hendriks, I. Berezhnoy, E. Brevdo, S. Hughes, I. Daubechies, J. Li, E. Postma, and J. Wang. Image processing for artist identification: Computerized analysis of vincent van gogh's painting brushstrokes. IEEE Signal Processing Magazine, 25:37-48, 2008.
8. M. Levoy et al. The digital Michelangelo project: 3D scanning of large statues. In Computer graphics and interactive techniques, 2000.
9. C. Li and T. Chen. Aesthetic visual quality assessment of paintings. Selected Topics in Signal Processing, 3(2):236-252, 2009.
10. J. Li and J. Z. Wang. Studying digital imagery of ancient paintings by mixtures of stochastic models. Image Processing, IEEE Transactions on, 13(3):340-353, 2004.
11. S. Lyu, D. Rockmore, and H. Farid. A digital technique for art authentication. Proceedings of the National Academy of Sciences of the United States of America, 101(49):17006-17010, 2004.
12. J. Sffanchez, F. Perronnin, T. Mensink, and J. Verbeek. Image classification with the fisher vector: Theory and practice. IJCV, 2013.
13. K. van de Sande, T. Gevers, and C. G. M. Snoek. Evaluating color descriptors for object and scene recognition. IEEE Trans. PAMI, 32(9):1582-1596, 2010.
14. J. van Gemert. Exploiting photographic style for category-level image classification by generalizing the spatial pyramid. In ICMR, 2011.