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Get the Picture? Goodness of Image Organization Contributes to Image Memorability Cover

Get the Picture? Goodness of Image Organization Contributes to Image Memorability

Open Access
|Aug 2019

Figures & Tables

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Figure 1

Examples of the selected images. The top row presents an example image for each of the indoor categories. From left to right: bathroom (badkamer), cockpit (cockpit), airport terminal (luchthavenhal), bedroom (slaapkamer), kitchen (keuken), living room (living), and conference room (vergaderruimte). The bottom row presents an example image for each of the outdoor categories. From left to right: mountain (berg), bridge (brug), playground (speeltuin), pasture (wei), house (gevel van een huis), amusement park (pretpark), and skyscraper (wolkenkrabber). The Dutch labels are between brackets. All images were taken from the FIGRIM-dataset (Bylinskii et al., 2015).

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Figure 2

Schematic of the rapid-scene categorization task.

Table 1

Descriptive Statistics for Categorizability Scores per Category.

Living roomBridgeKitchenBathroomConference roomBedroomAirport terminalAmusement parkPlaygroundMountainCockpitHousePastureSkyscraper
Mean.55.60.63.64.65.66.67.70.73.82.85.87.88.89
Median.56.64.65.69.64.69.69.76.79.85.88.89.90.90
SD.17.21.15.19.18.16.14.23.19.09.10.08.10.06
Min.22.17.20.27.30.28.27.15.23.61.43.61.40.77
Max.87.97.95.92.92.94.90.96.94.97.97.98.99.97
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Figure 3

Consistency of categorizability scores across participants. Mean-split-half Spearman’s rank correlations were calculated based on 1000 random splits.

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Figure 4

Memorability in function of categorizability. Each point represents an image (N = 616). The blue line indicates the best fitting regression line and the bands show 95% confidence intervals. The corresponding Pearson correlation is indicated in the bottom left corner.

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Figure 5

Schematic of the thumbnail search task.

Table 2

Descriptive Statistics for Shrinkability Scores per Category.

SkyscraperBridgeBedroomMountainConference roomAmusement parkPastureHouseBathroomCockpitLiving roomKitchenAirportPlayground
Mean2.032.112.122.212.232.302.302.342.382.452.452.482.502.59
Median2.032.052.052.102.252.202.172.292.332.592.492.462.392.59
SD0.520.560.400.470.450.710.550.450.470.560.500.440.630.65
Min0.881.001.471.181.301.121.461.351.481.051.411.560.891.37
Max3.373.693.063.083.204.823.613.383.353.353.393.444.064.14
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Figure 6

Consistency of shrinkability scores across participants. Mean-split-half Spearman’s rank correlations were calculated based on 1000 random splits.

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Figure 7

Memorability in function of shrinkability. Each point represents an image (N = 616). The blue line indicates the best fitting regression line, while the bands refer to 95% confidence intervals. The corresponding Pearson correlation is indicated in the bottom left corner. Note that because of the way shrinkability was operationalized (i.e., in terms of RTs), lower values indicate higher shrinkability.

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Figure 8

Visualization of the theoretical rationale behind Study 3.

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Figure 9

Schematic of one block of the online distinctiveness study.

Table 3

Descriptive Statistics for Distinctiveness Scores per Category.

KitchenConference roomBathroomCockpitBedroomPastureLiving roomPlaygroundAirportHouseMountainSkyscraperAmusement parkBridge
Mean–1.10–1.08–0.96–0.96–0.93–0.93–0.87–0.87–0.79–0.78–0.78–0.72–0.69–0.67
Median–1.15–1.22–1.18–1.05–1.01–1.18–1.06–1.09–0.99–1.13–1.01–0.80–0.75–0.62
SD0.690.830.940.940.821.000.850.900.711.090.840.740.890.67
Min–2.09–2.24–2.24–2.17–2.12–2.36–2.05–2.05–1.93–2.24–1.84–1.81–2.00–1.96
Max1.951.221.202.050.861.131.201.281.091.911.231.191.260.88
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Figure 10

Consistency of distinctiveness scores across participants. Mean-split-half Spearman’s rank correlations were calculated based on 1000 random splits.

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Figure 11

Comparison of different operationalizations of distinctiveness. All reported Pearson correlations except one were significant at an alpha level of .001, even after correcting for multiple testing using the Bonferroni correction. The exception is the correlation between typicality and memorability, for which we found a p value of .05.

DOI: https://doi.org/10.5334/joc.80 | Journal eISSN: 2514-4820
Language: English
Submitted on: Apr 16, 2019
Accepted on: Jul 28, 2019
Published on: Aug 12, 2019
Published by: Ubiquity Press
In partnership with: Paradigm Publishing Services
Publication frequency: 1 issue per year

© 2019 Lore Goetschalckx, Pieter Moors, Steven Vanmarcke, Johan Wagemans, published by Ubiquity Press
This work is licensed under the Creative Commons Attribution 4.0 License.