Annotating images with a description of the content can facilitate the organization, storage and retrieval of image databases. It can also be useful in processing images, by taking into account the scene depicted, in intelligent scanners, digital cameras, photocopiers, and printers. We present here our experimentation on indoor/outdoor/close-up content-based image classification. More specifically, we show that it is possible to relate low-level visual features to semantic photo categories, such as indoor, outdoor and close-up, using tree classifiers. We have designed and experimentally compared several classification strategies, producing a classifier that can provide a reasonably good performance on a generic photograph database

Brambilla, C., Cusano, C., & Schettini, R. (2002). Content-based classification of digital photos. In Multiple Classifier Systems - Third International Workshop (pp.272-281). Springer Verlag [10.1007/3-540-45428-4_27].

Content-based classification of digital photos

CUSANO, CLAUDIO;SCHETTINI, RAIMONDO
2002

Abstract

Annotating images with a description of the content can facilitate the organization, storage and retrieval of image databases. It can also be useful in processing images, by taking into account the scene depicted, in intelligent scanners, digital cameras, photocopiers, and printers. We present here our experimentation on indoor/outdoor/close-up content-based image classification. More specifically, we show that it is possible to relate low-level visual features to semantic photo categories, such as indoor, outdoor and close-up, using tree classifiers. We have designed and experimentally compared several classification strategies, producing a classifier that can provide a reasonably good performance on a generic photograph database
No
paper
Scientifica
content based image classification, digital photos
English
International Workshop on Multiple Classifier Systems, MCS 2002 24-26 June
978-354043818-2
Brambilla, C., Cusano, C., & Schettini, R. (2002). Content-based classification of digital photos. In Multiple Classifier Systems - Third International Workshop (pp.272-281). Springer Verlag [10.1007/3-540-45428-4_27].
Brambilla, C; Cusano, C; Schettini, R
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/10281/19792
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