Browsing by author "Li, Changyang"
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ADAPTIVE BACKGROUND SEARCH AND FOREGROUND ESTIMATION FOR SALIENCY DETECTION VIA COMPREHENSIVE AUTOENCODER
Yan, Ke; Li, Changyang; Wang, Xiuying; Li, Ang; Yuan, Yuchen; Kim, Jinman; Feng, DaganPublished 2016-01-01Open AccessConference paper -
Automatic Measurement of Thalamic Diameter in 2-D Fetal Ultrasound Brain Images Using Shape Prior Constrained Regularized Level Sets
Sridar, Pradeeba; Kumar, Ashnil; Li, Changyang; Woo, Joyce; Quinton, Ann; Benzie, Ron; Peek, Michael; Feng, Dagan; Kumar, R. Krishna; Nanan, Ralph; Kim, JinmanPublished 2016-06-20Open AccessArticle -
Automatic Prostate Segmentation on MR Images with Deep Network and Graph Model
Ke, Yan; Li, Changyang; Wang, Xiuying; Li, Ang; Yuan, Yuchen; Feng, Dagan; Khadra, Mohamed; Kim, JinmanPublished 2016-01-01Open AccessConference paper -
A Combinatorial Bayesian and Dirichlet Model for Prostate MR Image Segmentation Using Probabilistic Image Features
Li, Ang; Li, Changyang; Wang, Xiuying; Eberl, Stefan; Feng, Dagan; Fulham, MichaelPublished 2016-07-27Blurred boundaries and heterogeneous intensities make accurate prostate MR image segmentation problematic. To improve prostate MR image segmentation we suggest an approach that includes: (a) an image patch division method ...Open AccessArticle -
COMPREHENSIVE AUTOENCODER FOR PROSTATE RECOGNITION ON MR IMAGES
Yan, Ke; Li, Changyang; Wang, Xiuying; Yuan, Yuchen; Li, Ang; Kim, Jinman; Li, Biao; Feng, DaganPublished 2016-01-01Open AccessConference paper -
DeepGene: an advanced cancer type classifier based on deep learning and somatic point mutations
Yuan, Yuchen; Shi, Yi; Li, Changyang; Kim, Jinman; Cai, Weidong; Han, Zeguang; Feng, DaganPublished 2016-12-23Open AccessArticle -
Dense and Sparse Labeling With Multidimensional Features for Saliency Detection
Yuan, Yuchen; Li, Changyang; Kim, Jinman; Cai, Weidong; Feng, DaganPublished 2016-12-30Open AccessArticle -
Dual-stage deep learning framework for pigment epithelium detachment segmentation in polypoidal choroidal vasculopathy
Xu, Yupeng; Yan, Ke; Kim, Jinman; Wang, Xiuying; Li, Changyang; Su, Li; Yu, Suqin; Xu, Xun; Feng, DaganPublished 2017-08-10Open AccessArticle -
A new statistical and Dirichlet integral framework applied to liver segmentation from volumetric CT images
Li, Changyang; Li, Ang; Wang, Xiuying; Feng, Dagan; Eberl, Stefan; Fulham, MichaelPublished 2015-03-23Accurate liver segmentation from computed tomography (CT) images is problematic due to non-uniform density, weak boundaries and because there may be multiple liver tumors that have heterogeneous intensities in region(s) ...Open AccessConference paper -
Reversion Correction and Regularized Random Walk Ranking for Saliency Detection
Yuan, Yuchen; Li, Changyang; Kim, Jinman; Cai, Weidong; Feng, DaganPublished 2017-10-12Open AccessArticle -
Robust saliency detection via regularized random walks ranking
Li, Changyang; Yuan, Yuchen; Cai, Weidong; Xia, Yong; Feng, DaganPublished 2015-10-15In the field of saliency detection, many graph-based algorithms heavily depend on the accuracy of the pre-processed superpixel segmentation, which leads to significant sacrifice of detail information from the input image. ...Open AccessConference paper -
Saliency-Based Lesion Segmentation Via Background Detection in Dermoscopic Images
Ahn, Euijoon; Kim, Jinman; Bi, Lei; Kumar, Ashnil; Li, Changyang; Fulham, Michael; Feng, DaganPublished 2017-01-16Open AccessArticle -
Supervised Variational Model with Statistical Inference and its Application in Medical Image Segmentation
Li, Changyang; Wang, Xiuying; Eberl, Stefan; Fulham, Michael; Yin, Yong; Feng, DaganPublished 2014-07-31Open AccessArticle
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