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» Automatic Image Annotation Using Group Sparsity
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ICMCS
2005
IEEE
175views Multimedia» more  ICMCS 2005»
13 years 11 months ago
XML path based relevance model for automatic image annotation
This is the first paper that proposes automatic image annotation using the semantics of XML. In this paper, we propose XPRM - XML Path based Relevance Model for automatic image a...
Manjeet Rege, Ming Dong, Farshad Fotouhi
CIVR
2005
Springer
205views Image Analysis» more  CIVR 2005»
13 years 11 months ago
Automatic Image Semantic Annotation Based on Image-Keyword Document Model
Abstract. This paper presents a novel method of automatic image semantic annotation. Our approach is based on the Image-Keyword Document Model (IKDM) with image features discretiza...
Xiangdong Zhou, Lian Chen, Jianye Ye, Qi Zhang, Ba...
DAGM
2006
Springer
13 years 9 months ago
Feature Selection for Automatic Image Annotation
Automatic image annotation empowers the user to search an image database using keywords, which is often a more practical option than a query-by-example approach. In this work, we p...
Lokesh Setia, Hans Burkhardt
CLEF
2006
Springer
13 years 9 months ago
Overview of the ImageCLEFmed 2006 Medical Retrieval and Medical Annotation Tasks
Abstract. This paper describes the medical image retrieval and annotation tasks of ImageCLEF 2006. Both tasks are described with respect to goals, databases, topics, results, and t...
Henning Müller, Thomas Deselaers, Thomas Mart...
CORR
2011
Springer
261views Education» more  CORR 2011»
13 years 11 days ago
Convex and Network Flow Optimization for Structured Sparsity
We consider a class of learning problems regularized by a structured sparsity-inducing norm defined as the sum of 2- or ∞-norms over groups of variables. Whereas much effort ha...
Julien Mairal, Rodolphe Jenatton, Guillaume Obozin...