Learning Visual Contexts for Image Annotation From Flickr Groups
作者： Adrian Ulges , Marcel Worring , Thomas Breuel
关键词:
摘要: We present an extension of automatic image annotation that takes the context a picture into account. Our core assumption is users do not only provide individual images to be tagged, but group their pictures batches (e.g., all snapshots taken over same holiday trip), whereas within batch are likely have common style. These matched with categories learned from Flickr groups, and accurate context-specific performed.
uva.nl
narcis.nl参考文章(47)
Stefan Ruger, Ainhoa Llorente, Can a probabilistic image annotation system be improved using a co-occurrence approach? ,(2008)
Donald Metzler, R. Manmatha, An Inference Network Approach to Image Retrieval conference on image and video retrieval. pp. 42- 50 ,(2004) , 10.1007/978-3-540-27814-6_9
Henning Müller, Stephane Marchand-Maillet, Thierry Pun, The Truth about Corel - Evaluation in Image Retrieval conference on image and video retrieval. pp. 38- 49 ,(2002) , 10.1007/3-540-45479-9_5
Alexei Yavlinsky, Edward Schofield, Stefan Rüger, Automated Image Annotation Using Global Features and Robust Nonparametric Density Estimation Lecture Notes in Computer Science. pp. 507- 517 ,(2005) , 10.1007/11526346_54
Ville Viitaniemi, Jorma Laaksonen, Empirical Investigations on Benchmark Tasks for Automatic Image Annotation Lecture Notes in Computer Science. pp. 93- 104 ,(2007) , 10.1007/978-3-540-76414-4_10
Jiwoon Jeon, R. Manmatha, Using Maximum Entropy for Automatic Image Annotation conference on image and video retrieval. pp. 24- 32 ,(2004) , 10.1007/978-3-540-27814-6_7
Heidy Marin-Castro, Enrique Sucar, Eduardo Morales, Automatic image annotation using a semi-supervised ensemble of classifiers iberoamerican congress on pattern recognition. pp. 487- 495 ,(2007) , 10.1007/978-3-540-76725-1_51
Marius Renn, Joost van Beusekom, Daniel Keysers, Thomas M. Breuel, Automatic image tagging using community-driven online image databases adaptive multimedia retrieval. pp. 112- 126 ,(2008) , 10.1007/978-3-642-14758-6_10
P. Duygulu, K. Barnard, J. F. G. de Freitas, D. A. Forsyth, Object Recognition as Machine Translation: Learning a Lexicon for a Fixed Image Vocabulary european conference on computer vision. ,vol. 2353, pp. 97- 112 ,(2002) , 10.1007/3-540-47979-1_7
Herbert Bay, Tinne Tuytelaars, Luc Van Gool, SURF: speeded up robust features european conference on computer vision. ,vol. 1, pp. 404- 417 ,(2006) , 10.1007/11744023_32