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    Python
  • License
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  • Created over 10 years ago
  • Updated over 1 year ago

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Repository Details

Python implementation of Itti's saliency map

pySaliencyMap

Python implementation for extracting a saliency map [1] from a still image.

Requirements:

Python (>= 2.7 is preferable)
numpy  (>= 1.7 is preferable)
OpenCV (>= 2.4 is preferable)
matplotlib (if you would like to run main.py)

Usage:

If you would like to test this package, please try
    python main.py
This provides a simple example how to use the class pySaliencyMap.

We also provide a sample code for testing this package with your own webcams. Please try
    python main_webcam.py

References:

[1] L. Itti, C. Koch, E. Niebur, A Model of Saliency-Based Visual Attention for Rapid Scene Analysis, IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 20, No. 11, pp. 1254-1259, Nov 1998.