Rexplore Graph

The topics associated to the KMi publications listed in this page were automatically generated using the CSO Classifier, a solution developed by the SKM3 team in KMi. This technology has also been adopted by Springer Nature and is used routinely by them to generate automatically the metadata for all Computer Science conference proceedings they publish.

Showing all 14 Publications linked to Ainhoa Llorente

Ainhoa Llorente Member status icon

Research Student
Ainhoa Llorente Photograph

I started my research studentship with KMi in October 2006 and obtained my PhD in 2010. My PhD topic was about identifying innovative ways to enhance a standard automated image annotation system. In order to reach this goal I applied technologies belonging to disciplines as diverse as Multimedia Information Retrieval, Semantic Web and Natural Language Processing. The final goal of this multidisciplinary research was to develop a set of techniques that can increase the effectiveness of any...

Keys: Information Retrieval, Automated Image Annotation, Image Analysis, Natural Language Processing, Ontologies


Publications | Visit External Site for Details  

Llorente, A. (2010) Semantics and Statistics for Automated Image Annotation PhD Thesis

Topics: artificial intelligence

Publications related to: artificial intelligence

Llorente, A.

bayes theorem

Publications related to: bayes theorem

Llorente, A.

bayesian

Publications related to: bayesian

Llorente, A.

bayesian inference

Publications related to: bayesian inference

Llorente, A.

bayesian networks

Publications related to: bayesian networks

Llorente, A.

color image processing

Publications related to: color image processing

Llorente, A.

color images

Publications related to: color images

Llorente, A.

correlation analysis

Publications related to: correlation analysis

Llorente, A.

correlation coefficient

Publications related to: correlation coefficient

Llorente, A.

digital image

Publications related to: digital image

Llorente, A.

digital image storage

Publications related to: digital image storage

Llorente, A.

document images

Publications related to: document images

Llorente, A.

education

Publications related to: education

Llorente, A.

estimation method

Publications related to: estimation method

Llorente, A.

formal languages

Publications related to: formal languages

Llorente, A.

formal methods

Publications related to: formal methods

Llorente, A.

formal semantics

Publications related to: formal semantics

Llorente, A.

hierarchical structures

Publications related to: hierarchical structures

Llorente, A.

hierarchical system

Publications related to: hierarchical system

Llorente, A.

image analysis

Publications related to: image analysis

Llorente, A.

image annotation

Publications related to: image annotation

Llorente, A.

image features

Publications related to: image features

Llorente, A.

image matching

Publications related to: image matching

Llorente, A.

image processing

Publications related to: image processing

Llorente, A.

image quality

Publications related to: image quality

Llorente, A.

image retrieval

Publications related to: image retrieval

Llorente, A.

image segmentation

Publications related to: image segmentation

Llorente, A.

imaging systems

Publications related to: imaging systems

Llorente, A.

inference engines

Publications related to: inference engines

Llorente, A.

learning

Publications related to: learning

Llorente, A.

lexical database

Publications related to: lexical database

Llorente, A.

lexical semantics

Publications related to: lexical semantics

Llorente, A.

machine learning

Publications related to: machine learning

Llorente, A.

markov random fields

Publications related to: markov random fields

Llorente, A.

mathematics

Publications related to: mathematics

Llorente, A.

natural language processing

Publications related to: natural language processing

Llorente, A.

numerical model

Publications related to: numerical model

Llorente, A.

object recognition

Publications related to: object recognition

Llorente, A.

ontology

Publications related to: ontology

Llorente, A.

optical character recognition

Publications related to: optical character recognition

Llorente, A.

part of speech

Publications related to: part of speech

Llorente, A.

pattern recognition

Publications related to: pattern recognition

Llorente, A.

reference image

Publications related to: reference image

Llorente, A.

semantic distance

Publications related to: semantic distance

Llorente, A.

semantic information

Publications related to: semantic information

Llorente, A.

semantic similarity

Publications related to: semantic similarity

Llorente, A.

semantics

Publications related to: semantics

Llorente, A.

statistical methods

Publications related to: statistical methods

Llorente, A.

visual feature

Publications related to: visual feature

Llorente, A.

word images

Publications related to: word images

Llorente, A.

wordnet

Publications related to: wordnet

Llorente, A.



Publications | Download PDF Publications | Visit External Site for Details  

Llorente, A., Motta, E. and Rueger, S. (2010) Exploring the Semantics Behind a Collection to Improve Automated Image Annotation, Proceedings of the 10th Workshop of the Cross-Language Evaluation Forum (CLEF 2009), LCNS 6242, Part II, Springer

Topics: correlation analysis

Publications related to: correlation analysis

Llorente, A.

correlation coefficient

Publications related to: correlation coefficient

Llorente, A.

hyperlinks

Publications related to: hyperlinks

Llorente, A.

hypertext systems

Publications related to: hypertext systems

Llorente, A.

image annotation

Publications related to: image annotation

Llorente, A.

image retrieval

Publications related to: image retrieval

Llorente, A.

internet

Publications related to: internet

Llorente, A.

lexical database

Publications related to: lexical database

Llorente, A.

lexical semantics

Publications related to: lexical semantics

Llorente, A.

natural language processing

Publications related to: natural language processing

Llorente, A.

ontology

Publications related to: ontology

Llorente, A.

semantic similarity

Publications related to: semantic similarity

Llorente, A.

semantics

Publications related to: semantics

Llorente, A.

web page

Publications related to: web page

Llorente, A.

wordnet

Publications related to: wordnet

Llorente, A.

world wide web

Publications related to: world wide web

Llorente, A.



Publications | Visit External Site for Details Publications | Visit External Site for Details  

Llorente, A., Manmatha, R. and Rueger, S. (2010) Image Retrieval using Markov Random Fields and Global Image Features, Proceedings of the ACM International Conference on Image and Video Retrieval, Xi'an, China, pp. 243-250

Topics: computational linguistics

Publications related to: computational linguistics

Llorente, A.

database systems

Publications related to: database systems

Llorente, A.

image enhancement

Publications related to: image enhancement

Llorente, A.

image features

Publications related to: image features

Llorente, A.

image retrieval

Publications related to: image retrieval

Llorente, A.

image segmentation

Publications related to: image segmentation

Llorente, A.

imaging systems

Publications related to: imaging systems

Llorente, A.

information retrieval

Publications related to: information retrieval

Llorente, A.

language model

Publications related to: language model

Llorente, A.

markov random fields

Publications related to: markov random fields

Llorente, A.

object recognition

Publications related to: object recognition

Llorente, A.

pattern recognition

Publications related to: pattern recognition

Llorente, A.

semantic information

Publications related to: semantic information

Llorente, A.

semantics

Publications related to: semantics

Llorente, A.

speech recognition

Publications related to: speech recognition

Llorente, A.

visual feature

Publications related to: visual feature

Llorente, A.



Publications | Visit External Site for Details Publications | Visit External Site for Details  

Nowak, S., Llorente, A., Motta, E. and Rueger, S. (2010) The Effect of Semantic Relatedness Measures on Multi-label Classification Evaluation, Proceedings of the ACM International Conference on Image and Video Retrieval, Xi'an, China, pp. 303-310

Topics: automatic classification

Publications related to: automatic classification

Nowak, S.

classification methods

Publications related to: classification methods

Nowak, S.

computer systems

Publications related to: computer systems

Nowak, S.

hierarchical structures

Publications related to: hierarchical structures

Nowak, S.

hierarchical system

Publications related to: hierarchical system

Nowak, S.

image classification

Publications related to: image classification

Nowak, S.

imaging systems

Publications related to: imaging systems

Nowak, S.

lexical database

Publications related to: lexical database

Nowak, S.

lexical semantics

Publications related to: lexical semantics

Nowak, S.

linguistics

Publications related to: linguistics

Nowak, S.

natural language processing

Publications related to: natural language processing

Nowak, S.

ontology

Publications related to: ontology

Nowak, S.

search engines

Publications related to: search engines

Nowak, S.

semantic distance

Publications related to: semantic distance

Nowak, S.

semantic information

Publications related to: semantic information

Nowak, S.

semantic similarity

Publications related to: semantic similarity

Nowak, S.

semantics

Publications related to: semantics

Nowak, S.

supervised classification

Publications related to: supervised classification

Nowak, S.

text classification

Publications related to: text classification

Nowak, S.

text processing

Publications related to: text processing

Nowak, S.

vocabulary

Publications related to: vocabulary

Nowak, S.

wordnet

Publications related to: wordnet

Nowak, S.

world wide web

Publications related to: world wide web

Nowak, S.



Publications | Visit External Site for Details Publications | Visit External Site for Details Publications | doi

Little, S., Llorente, A. and Rueger, S. (2010) An overview of evaluation campaigns in multimedia retrieval, in eds. Henning Müller, Paul Clough, Thomas Deselaers and Barbara Caputo, ImageCLEF: Experimental Evaluation in Visual Information Retrieval, pp. 507-522, Springer Verlag

Topics: computer science

Publications related to: computer science

Little, S.

content based retrieval

Publications related to: content based retrieval

Little, S.

image retrieval

Publications related to: image retrieval

Little, S.

information retrieval

Publications related to: information retrieval

Little, S.

multimedia contents

Publications related to: multimedia contents

Little, S.

multimedia data

Publications related to: multimedia data

Little, S.

multimedia services

Publications related to: multimedia services

Little, S.

multimedia systems

Publications related to: multimedia systems

Little, S.

software architecture

Publications related to: software architecture

Little, S.

viewpoint

Publications related to: viewpoint

Little, S.



Publications | Download PDF Publications | Visit External Site for Details  

Llorente, A., Motta, E. and Rueger, S. (2009) Image Annotation Refinement using Web-based Keyword Correlation, Proceedings of the 4th International Conference on Semantic and Digital Media Technologies, Graz, Austria, 5887, pp. 188--191

Topics: estimation method

Publications related to: estimation method

Llorente, A.

image annotation

Publications related to: image annotation

Llorente, A.

image retrieval

Publications related to: image retrieval

Llorente, A.

lexical database

Publications related to: lexical database

Llorente, A.

lexical semantics

Publications related to: lexical semantics

Llorente, A.

natural language processing

Publications related to: natural language processing

Llorente, A.

numerical model

Publications related to: numerical model

Llorente, A.

ontology

Publications related to: ontology

Llorente, A.

semantic distance

Publications related to: semantic distance

Llorente, A.

semantic information

Publications related to: semantic information

Llorente, A.

semantic similarity

Publications related to: semantic similarity

Llorente, A.

semantics

Publications related to: semantics

Llorente, A.

wordnet

Publications related to: wordnet

Llorente, A.



Publications | Download PDF  

Zagorac, S., Llorente, A., Little, S., Liu, H. and Rueger, S. (2009) Automated Content Based Video Retrieval, TREC Video Retrieval Evaluation Notebook Papers, Gaithersburg, Maryland, NIST


Publications | Download PDF  

Llorente, A., Little, S. and Rueger, S. (2009) MMIS at ImageCLEF 2009: Non-parametric Density Estimation Algorithms, Working notes for the CLEF 2009 Workshop, Corfu, Greece


Publications | Download PDF Publications | Visit External Site for Details  

Llorente, A. and Rueger, S. (2009) Using Second Order Statistics to Enhance Automated Image Annotation, Proceedings of the 31st European Conference on Information Retrieval, Toulouse, France, 5478, pp. 570-577

Topics: artificial intelligence

Publications related to: artificial intelligence

Llorente, A.

background knowledge

Publications related to: background knowledge

Llorente, A.

blind source separation

Publications related to: blind source separation

Llorente, A.

color image processing

Publications related to: color image processing

Llorente, A.

color images

Publications related to: color images

Llorente, A.

communication channels (information theory)

Publications related to: communication channels (information theory)

Llorente, A.

computer vision

Publications related to: computer vision

Llorente, A.

correlation analysis

Publications related to: correlation analysis

Llorente, A.

digital image

Publications related to: digital image

Llorente, A.

domain knowledge

Publications related to: domain knowledge

Llorente, A.

image analysis

Publications related to: image analysis

Llorente, A.

image annotation

Publications related to: image annotation

Llorente, A.

image matching

Publications related to: image matching

Llorente, A.

image processing

Publications related to: image processing

Llorente, A.

image quality

Publications related to: image quality

Llorente, A.

image retrieval

Publications related to: image retrieval

Llorente, A.

knowledge based systems

Publications related to: knowledge based systems

Llorente, A.

knowledge representation

Publications related to: knowledge representation

Llorente, A.

machine learning

Publications related to: machine learning

Llorente, A.

mathematics

Publications related to: mathematics

Llorente, A.

pattern recognition

Publications related to: pattern recognition

Llorente, A.

reference image

Publications related to: reference image

Llorente, A.

second order statistics

Publications related to: second order statistics

Llorente, A.

semantics

Publications related to: semantics

Llorente, A.



Publications | Download PDF  

Llorente, A. and Rueger, S. (2008) Can a Probabilistic Image Annotation System be Improved Using a Co-occurrence Approach?, Proceedings of the Workshop on Cross-Media Information Analysis, Extraction and Management, Koblenz, Germany, 437, pp. 33-42


Publications | Download PDF  

Llorente, A., Zagorac, S., Little, S., Hu, R., Kumar, A., Shaik, S., Ma, X. and Rueger, S. (2008) Semantic Video Annotation using Background Knowledge and Similarity-based Video Retrieval, TREC Video Retrieval Evaluation Notebook Papers, Gaithersburg, Maryland, NIST


Publications | Download PDF Publications | Visit External Site for Details Publications | doi

Llorente, A., Overell, S., Liu, H., Hu, R., Rae, A., Zhu, J., Song, D. and Rueger, S. (2008) Exploiting Term Co-occurrence for Enhancing Automated Image Annotation, Proceedings of the 9th Workshop of the Cross-Language Evaluation Forum (CLEF 2008), LNCS 5706, pp. 632--639, Springer

Topics: color image processing

Publications related to: color image processing

Llorente, A.

color images

Publications related to: color images

Llorente, A.

computer vision

Publications related to: computer vision

Llorente, A.

concept detection

Publications related to: concept detection

Llorente, A.

digital image

Publications related to: digital image

Llorente, A.

image analysis

Publications related to: image analysis

Llorente, A.

image annotation

Publications related to: image annotation

Llorente, A.

image matching

Publications related to: image matching

Llorente, A.

image processing

Publications related to: image processing

Llorente, A.

image quality

Publications related to: image quality

Llorente, A.

image retrieval

Publications related to: image retrieval

Llorente, A.

markov processes

Publications related to: markov processes

Llorente, A.

markov random field model

Publications related to: markov random field model

Llorente, A.

markov random fields

Publications related to: markov random fields

Llorente, A.

pattern recognition

Publications related to: pattern recognition

Llorente, A.

reference image

Publications related to: reference image

Llorente, A.

semantic gap

Publications related to: semantic gap

Llorente, A.

semantic information

Publications related to: semantic information

Llorente, A.

semantics

Publications related to: semantics

Llorente, A.



Publications | Download PDF Publications | Visit External Site for Details  

Overell, S., Llorente, A., Liu, H., Hu, R., Rae, A., Zhu, J., Song, D. and Rueger, S. (2008) MMIS at ImageCLEF 2008: Experiments combining Different Evidence Sources, Working notes for the CLEF 2008 Workshop, Aarhus, Denmark


Publications | Visit External Site for Details Publications | Visit External Site for Details  

Overell, S., Llorente, A., Liu, H., Hu, R., Rae, A., Zhu, J., Song, D. and Rüger, S. (2008) MMIS at ImageCLEF 2008: experiments combining different evidence sources, CLEF workshop, Aarhus, Denmark

Topics: cbir

Publications related to: cbir

Overell, S.

clustering algorithms

Publications related to: clustering algorithms

Overell, S.

concept detection

Publications related to: concept detection

Overell, S.

content based retrieval

Publications related to: content based retrieval

Overell, S.

data fusion

Publications related to: data fusion

Overell, S.

data fusion methods

Publications related to: data fusion methods

Overell, S.

data mining

Publications related to: data mining

Overell, S.

detection algorithm

Publications related to: detection algorithm

Overell, S.

fusion methods

Publications related to: fusion methods

Overell, S.

image annotation

Publications related to: image annotation

Overell, S.

image retrieval

Publications related to: image retrieval

Overell, S.

semantic gap

Publications related to: semantic gap

Overell, S.

sensors

Publications related to: sensors

Overell, S.

signal detection

Publications related to: signal detection

Overell, S.



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