Work

Making an image worth a thousand visual words

Year: 2015

Type: article

Abstract: The automatic dissimilarity analysis between images depends heavily on the use of descriptors to characterize the images’ content in compact and discriminative features. This work investigates the use of visual dictionaries to represent and retrieve the local image features using the popular Bag-of-Visual-Words modeling approach. We evaluated the impact of different parameters in the construction of this modeling approach, showing that an image can be effectively described using less than a thousand words.

Source: Scientific Electronic Library Online (São Paulo Research Foundation, Latin American and Caribbean Center on Health Sciences Information, Conselho Nacional de Desenvolvimento Científico e Tecnológico)

Authors: Glauco V. Pedrosa, Agma J. M. Traina

Language: English

Topic: Advanced Image and Video Retrieval Techniques

Subfield: Computer Vision and Pattern Recognition

Field: Computer Science

Domain: Physical Sciences

Open Access status: green

OpenAlex ID: W2238783642

FWCI: 0.24

Cites: 1

Cited by: 1

Related to: 10