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| #------------------------------------------------------------------------------- | |
| # Name: pySaliencyMapDefs | |
| # Purpose: Definitions for class pySaliencyMap | |
| # | |
| # Author: Akisato Kimura <akisato@ieee.org> | |
| # | |
| # Created: April 24, 2014 | |
| # Copyright: (c) Akisato Kimura 2014- | |
| # Licence: All rights reserved | |
| #------------------------------------------------------------------------------- | |
| # parameters for computing optical flows using the Gunner Farneback's algorithm | |
| farne_pyr_scale = 0.5 | |
| farne_levels = 3 | |
| farne_winsize = 15 | |
| farne_iterations = 3 | |
| farne_poly_n = 5 | |
| farne_poly_sigma = 1.2 | |
| farne_flags = 0 | |
| # parameters for detecting local maxima | |
| default_step_local = 16 | |
| # feature weights | |
| weight_intensity = 0.30 | |
| weight_color = 0.30 | |
| weight_orientation = 0.20 | |
| weight_motion = 0.20 | |
| # coefficients of Gabor filters | |
| GaborKernel_0 = [\ | |
| [ 1.85212E-06, 1.28181E-05, -0.000350433, -0.000136537, 0.002010422, -0.000136537, -0.000350433, 1.28181E-05, 1.85212E-06 ],\ | |
| [ 2.80209E-05, 0.000193926, -0.005301717, -0.002065674, 0.030415784, -0.002065674, -0.005301717, 0.000193926, 2.80209E-05 ],\ | |
| [ 0.000195076, 0.001350077, -0.036909595, -0.014380852, 0.211749204, -0.014380852, -0.036909595, 0.001350077, 0.000195076 ],\ | |
| [ 0.000624940, 0.004325061, -0.118242318, -0.046070008, 0.678352526, -0.046070008, -0.118242318, 0.004325061, 0.000624940 ],\ | |
| [ 0.000921261, 0.006375831, -0.174308068, -0.067914552, 1.000000000, -0.067914552, -0.174308068, 0.006375831, 0.000921261 ],\ | |
| [ 0.000624940, 0.004325061, -0.118242318, -0.046070008, 0.678352526, -0.046070008, -0.118242318, 0.004325061, 0.000624940 ],\ | |
| [ 0.000195076, 0.001350077, -0.036909595, -0.014380852, 0.211749204, -0.014380852, -0.036909595, 0.001350077, 0.000195076 ],\ | |
| [ 2.80209E-05, 0.000193926, -0.005301717, -0.002065674, 0.030415784, -0.002065674, -0.005301717, 0.000193926, 2.80209E-05 ],\ | |
| [ 1.85212E-06, 1.28181E-05, -0.000350433, -0.000136537, 0.002010422, -0.000136537, -0.000350433, 1.28181E-05, 1.85212E-06 ]\ | |
| ] | |
| GaborKernel_45 = [\ | |
| [ 4.04180E-06, 2.25320E-05, -0.000279806, -0.001028923, 3.79931E-05, 0.000744712, 0.000132863, -9.04408E-06, -1.01551E-06 ],\ | |
| [ 2.25320E-05, 0.000925120, 0.002373205, -0.013561362, -0.022947700, 0.000389916, 0.003516954, 0.000288732, -9.04408E-06 ],\ | |
| [ -0.000279806, 0.002373205, 0.044837725, 0.052928748, -0.139178011, -0.108372072, 0.000847346, 0.003516954, 0.000132863 ],\ | |
| [ -0.001028923, -0.013561362, 0.052928748, 0.460162150, 0.249959607, -0.302454279, -0.108372072, 0.000389916, 0.000744712 ],\ | |
| [ 3.79931E-05, -0.022947700, -0.139178011, 0.249959607, 1.000000000, 0.249959607, -0.139178011, -0.022947700, 3.79931E-05 ],\ | |
| [ 0.000744712, 0.003899160, -0.108372072, -0.302454279, 0.249959607, 0.460162150, 0.052928748, -0.013561362, -0.001028923 ],\ | |
| [ 0.000132863, 0.003516954, 0.000847346, -0.108372072, -0.139178011, 0.052928748, 0.044837725, 0.002373205, -0.000279806 ],\ | |
| [ -9.04408E-06, 0.000288732, 0.003516954, 0.000389916, -0.022947700, -0.013561362, 0.002373205, 0.000925120, 2.25320E-05 ],\ | |
| [ -1.01551E-06, -9.04408E-06, 0.000132863, 0.000744712, 3.79931E-05, -0.001028923, -0.000279806, 2.25320E-05, 4.04180E-06 ]\ | |
| ] | |
| GaborKernel_90 = [\ | |
| [ 1.85212E-06, 2.80209E-05, 0.000195076, 0.000624940, 0.000921261, 0.000624940, 0.000195076, 2.80209E-05, 1.85212E-06 ],\ | |
| [ 1.28181E-05, 0.000193926, 0.001350077, 0.004325061, 0.006375831, 0.004325061, 0.001350077, 0.000193926, 1.28181E-05 ],\ | |
| [ -0.000350433, -0.005301717, -0.036909595, -0.118242318, -0.174308068, -0.118242318, -0.036909595, -0.005301717, -0.000350433 ],\ | |
| [ -0.000136537, -0.002065674, -0.014380852, -0.046070008, -0.067914552, -0.046070008, -0.014380852, -0.002065674, -0.000136537 ],\ | |
| [ 0.002010422, 0.030415784, 0.211749204, 0.678352526, 1.000000000, 0.678352526, 0.211749204, 0.030415784, 0.002010422 ],\ | |
| [ -0.000136537, -0.002065674, -0.014380852, -0.046070008, -0.067914552, -0.046070008, -0.014380852, -0.002065674, -0.000136537 ],\ | |
| [ -0.000350433, -0.005301717, -0.036909595, -0.118242318, -0.174308068, -0.118242318, -0.036909595, -0.005301717, -0.000350433 ],\ | |
| [ 1.28181E-05, 0.000193926, 0.001350077, 0.004325061, 0.006375831, 0.004325061, 0.001350077, 0.000193926, 1.28181E-05 ],\ | |
| [ 1.85212E-06, 2.80209E-05, 0.000195076, 0.000624940, 0.000921261, 0.000624940, 0.000195076, 2.80209E-05, 1.85212E-06 ] | |
| ] | |
| GaborKernel_135 = [\ | |
| [ -1.01551E-06, -9.04408E-06, 0.000132863, 0.000744712, 3.79931E-05, -0.001028923, -0.000279806, 2.2532E-05, 4.0418E-06 ],\ | |
| [ -9.04408E-06, 0.000288732, 0.003516954, 0.000389916, -0.022947700, -0.013561362, 0.002373205, 0.00092512, 2.2532E-05 ],\ | |
| [ 0.000132863, 0.003516954, 0.000847346, -0.108372072, -0.139178011, 0.052928748, 0.044837725, 0.002373205, -0.000279806 ],\ | |
| [ 0.000744712, 0.000389916, -0.108372072, -0.302454279, 0.249959607, 0.46016215, 0.052928748, -0.013561362, -0.001028923 ],\ | |
| [ 3.79931E-05, -0.022947700, -0.139178011, 0.249959607, 1.000000000, 0.249959607, -0.139178011, -0.0229477, 3.79931E-05 ],\ | |
| [ -0.001028923, -0.013561362, 0.052928748, 0.460162150, 0.249959607, -0.302454279, -0.108372072, 0.000389916, 0.000744712 ],\ | |
| [ -0.000279806, 0.002373205, 0.044837725, 0.052928748, -0.139178011, -0.108372072, 0.000847346, 0.003516954, 0.000132863 ],\ | |
| [ 2.25320E-05, 0.000925120, 0.002373205, -0.013561362, -0.022947700, 0.000389916, 0.003516954, 0.000288732, -9.04408E-06 ],\ | |
| [ 4.04180E-06, 2.25320E-05, -0.000279806, -0.001028923, 3.79931E-05 , 0.000744712, 0.000132863, -9.04408E-06, -1.01551E-06 ]\ | |
| ] | |