مقاله شبکه باور عمیق منظم برای تشخیص ویژگی های تصویر

عنوان مقاله فارسی: شبکه باور عمیق منظم برای تشخیص ویژگی های تصویر عنوان مقاله لاتین: Regularized Deep Belief Network for Image Attribute Detection نویسندگان: Fei Wu; Zhuhao Wang; Weiming Lu; Xi Li; Yi Yang; Jiebo Luo; Yueting Zhuang تعداد صفحات: 13 سال انتشار: 2017 زبان: لاتین Abstract: In general, an image attribute is a human-nameable visual property that has a semantic connotation. Appropriate modeling of the intrinsic contextual correlations among attributes plays a fundamental role in attribute detection. In this paper, we consider image attribute detection from the perspective of regularized deep learning. In particular, we propose a regularized deep belief network (rDBN) to perform the image attribute detection task, which is composed