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--- teaching:saliency:saliency_assignment [2019/09/21 14:43] – created anthony
+++ teaching:saliency:saliency_assignment [2019/09/22 09:02] (current) – anthony
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 ====== Attentional saliency in images ======
-[[teaching:saliency:saliency_instructions|Instructions given to students]]
+[[teaching:methods|Back to teaching methods main page]]
+\\
+Students pick an image and circle regions that appear to draw attention to themselves: salient regions.
+The instructor runs the images through the Itti-Koch saliency algorithm, which marks pixels that ought to jump out at viewers because they represent regions that are different from their surroundings.
+\\
+[[teaching:saliency:saliency_instructions|Background and instructions given to students]]
+\\
+[[https://github.com/acate/saliency_maps|Github page for source code]]
+\\
+===== Sample results =====
+\\
+The algorithm identifies image regions that stand out based on several basic visual features, including color, intensity and edge orientation.
+{{:teaching:saliency:person18_fig.png|}}
+\\
+It sometimes appears that the algorithm is picking out complex objects that are similar to what humans ultimately notice ...
+{{:teaching:saliency:person15_fig.png|}}
+{{:teaching:saliency:person1_fig.png|}}
+... however, the algorithm actually works in "local" fashion based on small, often meaningless visual differences.
+{{:teaching:saliency:person9_fig.png|}}
+{{:teaching:saliency:person11_fig.png|}}