مقاله یادگیری تغییر شکل هسته برای تشخیص تصویر

عنوان مقاله فارسی: یادگیری تغییر شکل هسته برای تشخیص تصویر عنوان مقاله لاتین: Learning the Conformal Transformation Kernel for Image Recognition نویسندگان: Huilin Xiong; Wenxian Yu; Xin Yang; M. N. S. Swamy; Qiuze Yu تعداد صفحات: 14 سال انتشار: 2017 زبان: لاتین Abstract: In this paper, we present a multiclass data classifier, denoted by optimal conformal transformation kernel (OCTK), based on learning a specific kernel model, the CTK, and utilize it in two types of image recognition tasks, namely, face recognition and object categorization. We show that the learned CTK can lead to a desirable spatial geometry change in mapping data from the input space to the feature space, so that the local spatial geometry of the