The Power of Visual Texture in Aesthetic Perception: An Exploration of the Predictability of Perceived Aesthetic Emotions

Table 1

Selected features through neighborhood component analysis.

Index	Weight	Category	Parameters	Name
f1	4.8884	Color characteristics	Mean of saturation	Mean of saturation
f2	4.2978	GLCMs	d = 8, θ = 45°	Contrast
f3	3.3620	GLCMs	d = 6, θ = 45°	Contrast
f4	3.0538	GLCMs	d = 8, θ = 135°	Contrast
f5	2.9077	GLCMs	d = 8, θ = 90°	Homogeneity
f6	2.4637	GLCMs	d = 4, θ = 45°	Contrast
f7	1.8981	Tamura texture	—	Coarseness
f8	1.8723	Tamura texture	—	Directionality
f9	1.7262	Wavelet-based energy	Horizontal subband at level 1	L^2 norm
f10	1.5843	Wavelet-based energy	Vertical subband at level 1	L^1 norm