A two level approach for scene recognition

• Published in: 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) Vol. 1; pp. 688 - 695 vol. 1
• Main Authors: Le Lu, Toyama, K., Hager, G.D.
• Format: Conference Proceeding
• Language: English
• Published: IEEE 2005
• Subjects: Belief propagation; Cameras; Context modeling; Data mining; Image databases; Image segmentation; Layout; Linear discriminant analysis; Spatial databases; System testing

Classifying pictures into one of several semantic categories is a classical image understanding problem. In this paper, we present a stratified approach to both binary (outdoor-indoor) and multiple category of scene classification. We first learn mixture models for 20 basic classes of local image co...