Multiple kernel-based multi-instance learning algorithm for image classification
- Author
- DAXIANG LI1 3 ; JING WANG2 ; XIAOQIANG ZHAO1 ; YING LIU1 3 ; DIANWEI WANG1 3
[1] School of Telecommunication and Information Engineering. Xi'an University of Posts and Telecommunications, Xi'an 710121, China
[2] Computer Graphics, Imaging and Vision (CGIV) Research Group, School of Computing and Engineering, University of Huddersfield, Huddersfield HD1 3DH, United Kingdom
[3] Lab of Image Processing, Crime Scene Investigation Unit of Shaanxi Province, Xi'an 710121, China - Source
Journal of visual communication and image representation (Print). 2014, Vol 25, Num 5, pp 1112-1117, 6 p ; ref : 21 ref
- ISSN
- 1047-3203
- Scientific domain
- Computer science
- Publisher
- Elsevier, Amsterdam
- Publication country
- Netherlands
- Document type
- Article
- Language
- English
- Author keyword
- Affinity propagation (AP) Cluster analysis Image classification Image retrieval Multi-instance learning (MIL) Multiple kernel learning (MKL) Support vector machines Visual words
- Keyword (fr)
- Affinité Algorithme apprentissage Amas Analyse amas Apprentissage supervisé Catégorisation Classification à vaste marge Complexité calcul Extraction forme Machine multiple Méthode noyau Robustesse Résultat expérimental Traitement image Classification image Recherche image
- Keyword (en)
- Affinity Learning algorithm Cluster Cluster analysis Supervised learning Categorization Vector support machine Computational complexity Pattern extraction Multiple machine Kernel method Robustness Experimental result Image processing Image classification Image retrieval
- Keyword (es)
- Afinidad Algoritmo aprendizaje Montón Analisis cluster Aprendizaje supervisado Categorización Máquina ejemplo soporte Complejidad computación Extracción forma Máquina múltiple Método núcleo Robustez Resultado experimental Procesamiento imagen Clasificación de imágenes Búsqueda de imagen
- Classification
- Pascal
- 001 Exact sciences and technology / 001D Applied sciences / 001D02 Computer science; control theory; systems / 001D02A Theoretical computing / 001D02A05 Algorithmics. Computability. Computer arithmetics
- Pascal
- 001 Exact sciences and technology / 001D Applied sciences / 001D02 Computer science; control theory; systems / 001D02B Software / 001D02B07 Memory organisation. Data processing / 001D02B07B Data processing. List processing. Character string processing
- Pascal
- 001 Exact sciences and technology / 001D Applied sciences / 001D02 Computer science; control theory; systems / 001D02C Artificial intelligence / 001D02C02 Learning and adaptive systems
- Pascal
- 001 Exact sciences and technology / 001D Applied sciences / 001D02 Computer science; control theory; systems / 001D02C Artificial intelligence / 001D02C03 Pattern recognition. Digital image processing. Computational geometry
- Discipline
- Computer science : theoretical automation and systems
- Origin
- Inist-CNRS
- Database
- PASCAL
- INIST identifier
- 28599410
Sauf mention contraire ci-dessus, le contenu de cette notice bibliographique peut être utilisé dans le cadre d’une licence CC BY 4.0 Inist-CNRS / Unless otherwise stated above, the content of this bibliographic record may be used under a CC BY 4.0 licence by Inist-CNRS / A menos que se haya señalado antes, el contenido de este registro bibliográfico puede ser utilizado al amparo de una licencia CC BY 4.0 Inist-CNRS
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DOI
10.1016/j.jvcir.2014.03.011 
https://dx.doi.org/10.1016/j.jvcir.2014.03.011
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