دانلود مقاله حذف انسان با شبکه عصبی کانولوشن متنی

عنوان مقاله فارسی: حذف انسان با شبکه عصبی کانولوشن متنی عنوان مقاله لاتین: Human Parsing with Contextualized Convolutional Neural Network نویسندگان: Xiaodan Liang; Chunyan Xu; Xiaohui Shen; Jianchao Yang; Jinhui Tang; Liang Lin; Shuicheng Yan تعداد صفحات: 12 سال انتشار: 2017 زبان: لاتین Abstract: In this work, we address the human parsing task with a novel Contextualized Convolutional Neural Network (Co-CNN) architecture, which well integrates the cross-layer context, global image-level context, semantic edge context, within-super-pixel context and cross-super-pixel neighborhood context into a unified network. Given an input human image, Co-CNN produces the pixelwise categorization in an end-to-end way. First, the cross-layer context is captured by our basic local-to-global-to-local structure, which hierarchically combines the global semantic information and