2004 | OriginalPaper | Buchkapitel
An Integrated Approach to Automatic Indoor Outdoor Scene Classification in Digital Images
verfasst von : Matthew Traherne, Sameer Singh
Erschienen in: Intelligent Data Engineering and Automated Learning – IDEAL 2004
Verlag: Springer Berlin Heidelberg
Enthalten in: Professional Book Archive
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This paper describes a method for automatic indoor/outdoor scene classification in digital images. Digital images of the inside of buildings will contain a higher proportion of objects with sharp edges. We used an edge detection algorithm on these images and used a method to collect and measure the straightness of the lines in the image. This paper highlights a novel integrated method of measuring these straight lines, and training a neural network to detect the difference between a set of indoor and outdoor images.