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Contributions:
Contributions:
- Form the saliency detection as a deep level set optimization problem
- Guided Super-pixel Filtering to propagate saliency information
Deep Level Sets for salient object detection
Deep Level Sets for salient object detection
1. Formulation of Level Sets
1. Formulation of Level Sets
2. Level Sets for Deep Saliency
2. Level Sets for Deep Saliency
The energy function
Average Saliency Values
The Gradients
Guided Super-pixel Filtering
Guided Super-pixel Filtering
1. Guided image filter[15] is an explicit image filtering algorithm, edge-preserving and gradient-preserving
2. Over segment image into super-pixels and do a graph-based guided filtering
Experiments Results:
Experiments Results:
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