1st psychophysical experiment - original vs. semantically enhanced version

This page shows for 8 semantic concepts and 30 images each, the original (left) and the enhanced version (right).

Click on an image to see it in higher resolution.

Some images were used for different semantic concepts. In this case the link on top of the image brings you to the respective section.

The images for semantic concept light were tested in an additional psychophysical experiment with only photographers and artistis. Their approval rates are also quoted at the respective images.

keyword = white -- others:dark sand snow contrast silhouette portrait light

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white, approval= 89%	white, approval= 89%	white, approval= 98%
white, approval= 91%	white, approval= 88%	white, approval= 92%
white, approval= 92%	white, approval= 95%	white, approval= 97%
white, approval= 94%	white, approval= 88%	white, approval= 81%
white, approval= 95%	white, approval= 94%	white, approval= 97%
white, approval= 95%	white, approval= 92%	white, approval= 98%
white, approval= 97%	white, approval= 91%	white, approval= 96%
white, approval= 93%	white, approval= 92%	white, approval= 93%
white, approval= 79%	white, approval= 72%	white, approval= 96%
white, approval= 92%	white, approval= 91%	white, approval= 97%

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keyword = dark -- others:white sand snow contrast silhouette portrait light

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dark (snow), approval= 89%	dark (snow), approval= 80%	dark (snow), approval= 78%
dark (snow), approval= 91%	dark (snow), approval= 88%	dark, approval= 83%
dark, approval= 92%	dark, approval= 89%	dark, approval= 89%
dark (snow), approval= 88%	dark, approval= 93%	dark, approval= 91%
dark, approval= 92%	dark, approval= 96%	dark, approval= 87%
dark, approval= 92%	dark, approval= 84%	dark (sand), approval= 90%
dark (sand), approval= 90%	dark (sand, silhouette), approval= 88%	dark, approval= 94%
dark, approval= 98%	dark, approval= 92%	dark, approval= 92%
dark, approval= 93%	dark, approval= 78%	dark, approval= 75%
dark (sand), approval= 88%	dark, approval= 82%	dark, approval= 88%

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keyword = sand -- others:white dark snow contrast silhouette portrait light

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sand (silhouette), approval= 91%	sand (silhouette), approval= 89%	sand, approval= 88%
sand, approval= 88%	sand, approval= 85%	sand, approval= 89%
sand, approval= 90%	sand, approval= 83%	sand, approval= 82%
sand, approval= 92%	sand, approval= 90%	sand, approval= 64%
sand, approval= 78%	sand, approval= 93%	sand, approval= 89%
sand, approval= 85%	sand, approval= 95%	sand, approval= 86%
sand, approval= 90%	sand, approval= 89%	sand, approval= 94%
sand, approval= 92%	sand, approval= 76%	sand (silhouette), approval= 80%
sand (dark), approval= 79%	sand, approval= 89%	sand (dark, silhouette), approval= 64%
sand, approval= 88%	sand (dark), approval= 73%	sand (dark), approval= 92%

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keyword = snow -- others:white dark sand contrast silhouette portrait light

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snow (dark), approval= 95%	snow, approval= 88%	snow, approval= 88%
snow, approval= 78%	snow, approval= 73%	snow, approval= 81%
snow, approval= 62%	snow, approval= 53%	snow, approval= 94%
snow, approval= 68%	snow (dark), approval= 85%	snow (dark), approval= 88%
snow (dark), approval= 88%	snow (dark), approval= 72%	snow, approval= 74%
snow, approval= 73%	snow, approval= 84%	snow, approval= 75%
snow, approval= 89%	snow, approval= 79%	snow, approval= 65%
snow, approval= 83%	snow, approval= 79%	snow, approval= 87%
snow, approval= 87%	snow, approval= 42%	snow, approval= 78%
snow (dark), approval= 80%	snow, approval= 81%	snow, approval= 70%

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keyword = contrast -- others:white dark sand snow silhouette portrait light

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contrast, approval= 74%	contrast, approval= 61%	contrast, approval= 59%
contrast, approval= 73%	contrast, approval= 82%	contrast, approval= 83%
contrast, approval= 88%	contrast, approval= 82%	contrast, approval= 78%
contrast, approval= 78%	contrast, approval= 65%	contrast, approval= 83%
contrast, approval= 80%	contrast, approval= 79%	contrast, approval= 70%
contrast, approval= 78%	contrast, approval= 69%	contrast, approval= 78%
contrast, approval= 47%	contrast, approval= 79%	contrast, approval= 74%
contrast, approval= 68%	contrast, approval= 74%	contrast, approval= 73%
contrast, approval= 80%	contrast, approval= 78%	contrast, approval= 82%
contrast, approval= 68%	contrast, approval= 77%	contrast, approval= 79%

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keyword = silhouette -- others:white dark sand snow contrast portrait light

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silhouette, approval= 62%	silhouette, approval= 78%	silhouette, approval= 62%
silhouette, approval= 67%	silhouette, approval= 70%	silhouette, approval= 49%
silhouette, approval= 71%	silhouette, approval= 61%	silhouette, approval= 68%
silhouette, approval= 69%	silhouette, approval= 71%	silhouette, approval= 66%
silhouette (dark, sand), approval= 64%	silhouette, approval= 77%	silhouette, approval= 74%
silhouette, approval= 59%	silhouette, approval= 52%	silhouette, approval= 51%
silhouette, approval= 58%	silhouette (sand), approval= 64%	silhouette (sand), approval= 72%
silhouette, approval= 62%	silhouette (sand), approval= 56%	silhouette, approval= 74%
silhouette, approval= 65%	silhouette, approval= 72%	silhouette, approval= 72%
silhouette, approval= 65%	silhouette (light), approval= 62%	silhouette, approval= 72%

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keyword = portrait -- others:white dark sand snow contrast silhouette light

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portrait, approval= 50%	portrait, approval= 53%	portrait, approval= 50%
portrait, approval= 59%	portrait, approval= 78%	portrait, approval= 73%
portrait, approval= 57%	portrait, approval= 45%	portrait, approval= 52%
portrait, approval= 72%	portrait, approval= 57%	portrait, approval= 51%
portrait, approval= 48%	portrait, approval= 43%	portrait, approval= 65%
portrait, approval= 50%	portrait, approval= 60%	portrait, approval= 48%
portrait, approval= 51%	portrait, approval= 62%	portrait, approval= 52%
portrait, approval= 65%	portrait, approval= 53%	portrait, approval= 48%
portrait, approval= 63%	portrait, approval= 55%	portrait, approval= 48%
portrait, approval= 52%	portrait, approval= 47%	portrait, approval= 73%

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keyword = light -- others:white dark sand snow contrast silhouette portrait

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light, approval= 42% (artists: 91%)	light, approval= 23% (artists: 52%)	light, approval= 32% (artists: 59%)
light, approval= 25% (artists: 68%)	light, approval= 25% (artists: 77%)	light (silhouette), approval= 63% (artists: 59%)
light, approval= 22% (artists: 38%)	light, approval= 38% (artists: 84%)	light, approval= 27% (artists: 57%)
light, approval= 51% (artists: 75%)	light, approval= 8% (artists: 43%)	light, approval= 53% (artists: 91%)
light, approval= 53% (artists: 62%)	light, approval= 12% (artists: 52%)	light, approval= 12% (artists: 33%)
light, approval= 18% (artists: 64%)	light, approval= 18% (artists: 52%)	light, approval= 38% (artists: 71%)
light, approval= 44% (artists: 60%)	light, approval= 20% (artists: 48%)	light, approval= 38% (artists: 85%)
light, approval= 22% (artists: 36%)	light, approval= 23% (artists: 63%)	light, approval= 45% (artists: 68%)
light, approval= 38% (artists: 24%)	light, approval= 54% (artists: 71%)	light, approval= 19% (artists: 77%)
light, approval= 14% (artists: 23%)	light, approval= 18% (artists: 70%)	light, approval= 28% (artists: 85%)