Computational Aesthetics: Evaluation of Computer Ability to determine Human Aesthetic Reaction Abstract The current reseach aimed at seggregating a list of attributes that human being use to assess the aesthetic appeal of photographic images. This involved obtaining a list of attributes that have been proposed and research by other researchers, and then conducting a preliminary survey of 20 randomly selected respondents who provided their own preferences…
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These variations included 0%, 20%, 40% and 80% variation in terms of the above 4 attributes. The scores of the aesthetic appeal were correlated with the corresponding attribute variations to obtain the relative weights. These weights are then used to formulate a simple linear equation that can be used by a proposed computer program that can gauge the aesthetic appeal of images without human intervention. ...
research Table 2: Sampel Table for Analysis of Aesthetic appeal for each attribute Table 3: Sample Table for Correlation Analysis Table 4: Individual Aesthetic Appeal Scores of Each Variation on Each Attribute Table 5: Luminosity Correlation with Aesthetic Appeal Table 6: Saturation Correlation with Aesthetic Appeal Table 7: Smoothness Correlation with Aesthetic Appeal Table 8: Exposure To Light Correlation with Aesthetic Appeal Table 9: Coefficient of Correlations Table 10: Weights for Attributes Figure 1: Attributes Selected By Respondents to gauge the Aesthetic Appeal of products Figure 2: Luminosity Variations and Aesthetic Appeal Total Scores of Ten Respondents Figure 3: Saturation Variations and Aesthetic Appeal Total Scores of Ten Respondents Figure 4: Smoothness Variations and Aesthetic Appeal Total Scores of Ten Respondents Figure 5: Exposure to Light Variations and Aesthetic Appeal Total Scores of Ten Respondents References List of Appendices Appendix A: Preliminary Survey Questionnaire Appendix B: Photographs Used in the Research Appedix C: Main Survey Questionnaire Appendix 1: Findings from them Main survey Appendix 2: Scores of Image With Variation on Luminosity Appendix 3: Scores of Image With Variation on Saturation Appendix 4: Scores of Image With Variation on Exposure to Light Appendix 5: Scores of Image With Variation on Smoothness Appenix E: Project Charter Chapter 1: Introduction This chapter provides an introduction to the research and also details the objectives that are to be attained through the research. It also contains an overview of the methodology and the significance of the research. 1.1 Introduction and Background of Research The current research is aimed at gathering the requirements elicitation for a potential system that can analyse
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