XRCE's Participation at patent image classification and image-based patent retrieval tasks of the Clef-IP 2011

CEUR Workshop Proceedings

Volumn 1177, Issue , 2011, Pages

  Csurka, Gabriela ^a   Renders, Jean Michel ^a   Jacquet, Guillaume ^a  

^a XEROX RESEARCH CENTRE EUROPE   (France)

Author keywords

Fisher vector; Image categorization; Multi lingual and multi modal information retrieval; Patent retrieval

Indexed keywords

ABSTRACTING; CLASSIFIERS; INFORMATION RETRIEVAL; INFORMATION RETRIEVAL SYSTEMS; LINGUISTICS; PATENTS AND INVENTIONS;

CLASSIFICATION PERFORMANCE; FISHER VECTORS; GAUSSIAN MIXTURE MODEL; IMAGE CATEGORIZATION; IMAGE REPRESENTATIONS; MULTI-MODAL INFORMATION; PATENT RETRIEVAL; TEXTUAL SIMILARITIES;

IMAGE CLASSIFICATION;

EID: 84922042106     PISSN: 16130073     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (3)

1. B. Krishnapuram and A. J. Hartemink. Sparse multinomial logistic regression: Fast algorithms and generalization bounds. PAMI, 27(6), 2005.
2. F. Perronnin and C. Dance. Fisher kernels on visual vocabularies for image categorization. In CVPR, 2007.
3. F. Perronnin, J. Sánchez, and Y. Liu. Large-scale image categorization with explicit data embedding. In CVPR, 2010.