مقاله طبقه بندی تصویر سلول HEp 2 با شبکه های عصبی عمیق کانولوشن

عنوان مقاله فارسی: طبقه بندی تصویر سلول HEp-2 با شبکه های عصبی عمیق کانولوشن عنوان مقاله لاتین: HEp-2 Cell Image Classification With Deep Convolutional Neural Networks نویسندگان: Zhimin Gao; Lei Wang; Luping Zhou; Jianjia Zhang تعداد صفحات: 12 سال انتشار: 2017 زبان: لاتین Abstract: Efficient Human Epithelial-2 cell image classification can facilitate the diagnosis of many autoimmune diseases. This paper proposes an automatic framework for this classification task, by utilizing the deep convolutional neural networks (CNNs) which have recently attracted intensive attention in visual recognition. In addition to describing the proposed classification framework, this paper elaborates several interesting observations and findings obtained by our investigation. They include the important factors that impact network design and training, the