Matlab implementation of a Salient Object Detector
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This code implements a non-optimized version of the Salient Object Detector presented by Microsoft Research Asia in: "Tie Liu, Jian Sun, Nan-Ning Zheng, Xiaoou Tang and Heung-Yeung Shum. Learning to Detect A Salient Object. In Proc. IEEE CVPR 2007". I used this code for my own research in "S. Dhar, V. Ordonez, T. Berg. High Level Describable Attributes for Predicting Aesthetics and Interestingness. CVPR 2011."
This code depends on: VLFeat, GMM-GMR and Kevin Murphy's CRF2D toolbox, all included here: [Download Code] [View Slides]
Matlab implementation of a Low-Depth of Field Picture Classifier
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Classifier that tells appart images using Low-Depth of Field effects from images non using such effects using wavelet features as input. Trained on a labeled dataset of Low-Depth of Field / Non-Low Depth of Field images.
Introduced as a low-level feature in "R. Datta, D. Joshi, J. Li, and J. Z. Wang. Studying aesthetics in photographic images using a computational approach. ECCV 2006" and as a high-level attribute in "S. Dhar, V. Ordonez, T. Berg. High Level Describable Attributes for Predicting Aesthetics and Interestingness. CVPR 2011."
This code depends on libsvm, which is included here. [Download Code]