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» Baselines for Image Annotation
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MM
2009
ACM
269views Multimedia» more  MM 2009»
14 years 2 months ago
Semi-supervised topic modeling for image annotation
We propose a novel technique for semi-supervised image annotation which introduces a harmonic regularizer based on the graph Laplacian of the data into the probabilistic semantic ...
Yuanlong Shao, Yuan Zhou, Xiaofei He, Deng Cai, Hu...
PSB
2007
13 years 9 months ago
Evaluating the Automatic Mapping of Human Gene and Protein Mentions to Unique Identifiers
bstract. We are distributing 281 annotated abstracts and another 5,000 noisily d abstracts along with a gene name lexicon to participants. We have performed a series of baseline ex...
Alexander A. Morgan, Benjamin Wellner, Jeffrey B. ...
CLEF
2008
Springer
13 years 9 months ago
Exploiting Term Co-occurrence for Enhancing Automated Image Annotation
This paper describes an application of statistical co-occurrence techniques that built on top of a probabilistic image annotation framework is able to increase the precision of an ...
Ainhoa Llorente, Simon E. Overell, Haiming Liu 000...
CIVR
2009
Springer
133views Image Analysis» more  CIVR 2009»
14 years 2 months ago
MonuAnno: automatic annotation of georeferenced landmarks images
Uploading tourist photographs is a popular activity on photo sharing platforms. The manual annotation of these images is a tedious process and the users often upload their images ...
Adrian Popescu, Pierre-Alain Moëllic
CLEF
2007
Springer
14 years 2 months ago
Towards Annotation-Based Query and Document Expansion for Image Retrieval
Abstract. In this paper we report results of experiments conducted with strategies for improving text-based image retrieval. The adopted strategies were evaluated in the photograph...
Hugo Jair Escalante, Carlos A. Hernández, A...