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—This paper introduces a novel rotation-based framework for arbitrary-oriented text detection in natural scene images. We present the Rotation Region Proposal Networks (RRPN), which is designed to generate inclined proposals with text orientation angle information. The angle information is then adapted for bounding box regression to make the proposals more(More)
miR-205 is an epithelial-specific miRNA and has been shown to orchestrate some cellular processes such as epithelial mesenchymal transition (EMT) and differentiation fate of stem cells in mammary gland. miR-205 play a part of a tumor suppressor in human cancers. However, the role of miR-205 in lung cancer is unclear. In this study, we detected the(More)
In this paper, we introduce an active annotation and learning framework for the face recognition task. Starting with an initial label deficient face image training set, we iteratively train a deep neural network and use this model to choose the examples for further manual annotation. We follow the active learning strategy and derive the Value of Information(More)
OBJECTIVE This study aims to observe the protective effects of heparin on endothelial cells in sepsis and explore the involved signal pathway regulated by heparin. Methods Human vascular endothelial cells were treated by TNFα in vitro to simulate the inflammatory environment when sepsis occurred. They were intervened by heparin and the expression levels of(More)
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