AI-Powered Analysis of Eye Tracker Data in Basketball Game

. 2025 Jun 5;25(11):3572. doi: 10.3390/s25113572

Algorithm A3 Calculates the predominant color in a masked region

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function predominant_color( $i m a g e$ , $m a s k$ , $l a b e l_t o_s e g m e n t$ )
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if $l a b e l_t o_s e g m e n t \notin m a s k$ then
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raise ValueError
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end if
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$m a s k_s e g m e n t \leftarrow (m a s k = = l a b e l_t o_s e g m e n t)$
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$m a s k e d_i m a g e \leftarrow i m a g e [m a s k_s e g m e n t]$
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$m a s k e d_i m a g e_r e d u c e d \leftarrow (m a s k e d_i m a g e / / 32) * 32$
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$(c o l o r s, c o u n t) \leftarrow np . unique (m a s k e d_i m a g e_r e d u c e d . r e s h a p e (- 1, 3), axis = 0, return_counts = True)$
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$p r e d o m i n a n t_c o l o r_r g b \leftarrow c o l o r s [count . argmax ()]$
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return get_color_name( $t u p l e (p r e d o m i n a n t_c o l o r_r g b)$ )
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end function