Features in Scene Dataset
The paper uses the scene dataset for semantic scene classification task. The dataset is a collection of images of natural scenes, where a natural scene may contain multiple objects, such that multiple class labels can describe the scene. For example, a field scene with a mountain in the background. From the paper, we have taken the first figure, which shows two images that are multilabel images depicting two different scenes in a single image. Figure 9.6 is a beach and urban scene, whereas Figure 9.7 shows mountains:
Figure 9.6: A beach and urban scene.
Figure 9.7: A mountains scene.
From the given images, we could use the following:
Color information: This information is useful when differentiating between certain types of outdoor scenes.
Spatial information: This information is useful in various cases. For example, light, warm colors at the top of the image may correspond to sunrise.
The paper uses CIE L*U*V*, such as space, denoted as Luv. Luv space proposes the anticipated...
