Browsing Publications by Author "Shen, Wei"
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Deep Regression Forests for Age Estimation
Shen, Wei; Guo, Yilu; Wang, Yan; Zhao, Kai; Wang, Bo; e.a. (Center for Brains, Minds and Machines (CBMM), 2018-06-01)Age estimation from facial images is typically cast as a nonlinear regression problem. The main challenge of this problem is the facial feature space w.r.t. ages is inhomogeneous, due to the large variation in facial ... -
Multi-stage Multi-recursive-input Fully Convolutional Networks for Neuronal Boundary Detection
Shen, Wei; Wang, Bin; Jiang, Yuan; Wang, Yan; Yuille, Alan L. (Center for Brains, Minds and Machines (CBMM), 2017-10-01)In the field of connectomics, neuroscientists seek to identify cortical connectivity comprehensively. Neuronal boundary detection from the Electron Microscopy (EM) images is often done to assist the automatic reconstruction ... -
Single-Shot Object Detection with Enriched Semantics
Zhang, Zhishuai; Qiao, Siyuan; Xie, Cihang; Shen, Wei; Wang, Bo; e.a. (Center for Brains, Minds and Machines (CBMM), 2018-06-19)We propose a novel single shot object detection network named Detection with Enriched Semantics (DES). Our motivation is to enrich the semantics of object detection features within a typical deep detector, by a semantic ...