Faculty of Engineering: Recent submissions
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A Unified Collaborative Multi-kernel Fuzzy Clustering for Multiview Data
Published 2017-08-23Clustering is increasingly important for multiview data analytics and current algorithms are either based on the collaborative learning of local partitions or directly derived global clustering from multikernel learning. ...Open AccessArticle -
Stacked fully convolutional networks with multi-channel learning: application to medical image segmentation
Published 2017-05-04The automated segmentation of regions of interest (ROIs) in medical imaging is the fundamental requirement for the derivation of high-level semantics for image analysis in clinical decision support systems. Traditional ...Open AccessArticle -
Primary lung tumor segmentation from PET–CT volumes with spatial–topological constraint
Published 2015-07-02Open AccessArticle -
Clique Identification and Propagation for Multimodal Brain Tumor Image Segmentation
Published 2016-09-23Brain tumors vary considerably in size, morphology, and location across patients, thus pose great challenge in automated brain tumor segmentation methods. Inspired by the concept of clique in graph theory, we present a ...Open AccessConference paper -
Prostate segmentation in MR images using ensemble deep convolutional neural networks
Published 2017-06-19The automated segmentation of the prostate gland from MR images is increasingly used for clinical diagnosis. Since deep learning demonstrates superior performance in computer vision applications, we propose a coarse-to-fine ...Open AccessConference paper