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sample_consensus: reduce SampleConsensusModelEllipse3D template instantiations
Move the Levenberg-Marquardt optimization logic into a non-templated pcl::internal::optimizeModelCoefficientsEllipse3D function in the source file, reducing redundant template instantiations from 61 to 44. This results in a ~7% reduction in build time and 10% runtime speedup for the pcl_sample_consensus library. Move the get_ellipse_point, dvec2ellipse, and golden_section_search math helpers into pcl::internal in the header to allow shared access without exposing them as class members. Additionally: - Fix projectPoints to write to projected_points[inlier] instead of projected_points[i++] when copy_data_fields is true, consistent with other SAC models - Fix modernize-return-braced-init-list lint warning
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