Review: Which is the best way to organize/classify images by content?
Image and Vision Computing
MS '08 Proceedings of the 2nd ACM workshop on Multimedia semantics
Natural scene classification using overcomplete ICA
Pattern Recognition
Semantic annotation of personal video content using an image folksonomy
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
ReVision: automated classification, analysis and redesign of chart images
Proceedings of the 24th annual ACM symposium on User interface software and technology
Building holistic descriptors for scene recognition: a multi-objective genetic programming approach
Proceedings of the 21st ACM international conference on Multimedia
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Semantic scene classification, categorizing images into one of a set of physical (e.g., indoor/outdoor, orientation) or semantic categories (e.g., beach or party), is a relatively new field. Most of the existing techniques used primarily low-level features to classify scenes and achieved some success on constrained problems. We report on the state of the art, presenting summaries of major scene classification systems and identifying the features and inference engines they use.