Powerful Descriptor for Image Retrieval Based on Angle Edge and Histograms



Título del documento: Powerful Descriptor for Image Retrieval Based on Angle Edge and Histograms
Revista: Journal of applied research and technology
Base de datos: PERIÓDICA
Número de sistema: 000373908
ISSN: 1665-6423
Autores: 1
1
1
1
Instituciones: 1COMSATS Institute of Information Technology, Islamabad. Pakistán
Año:
Periodo: Oct
Volumen: 11
Número: 5
Paginación: 727-732
País: México
Idioma: Inglés
Tipo de documento: Artículo
Enfoque: Experimental, aplicado
Resumen en inglés By gaining the place of active and important research area, Content based image retrieval has been proposed in a number of different ways after its inception. In the proposed method, a new angle orientation histogram has been introduced named as Angle Edge Histogram. By applying Pythagorean theory to image, very useful characteristics have been obtained for image matching, search and retrieval. Proposed method has also been compared with existing methods and the results show that it outperforms the existing methods in values of precision and recall and balance of precision and recall. Proposed method receives an average of 94% of precision and 79% of recall rates
Disciplinas: Ingeniería,
Ciencias de la computación
Palabras clave: Tecnología de la información,
Manejo de imágenes,
Imágenes,
Búsqueda de información,
Descriptores,
Recuperación de información
Keyword: Engineering,
Computer science,
Information technology,
Images management,
Images,
Information searching,
Descriptors,
Information retrieval
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