Convolutional Deep Belief Networks for Single-Cell/Object Tracking in Computational Biology and Computer Vision

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Zhong, Bineng ; Pan, Shengnan ; Zhang, Hongbo ; Wang, Tian ; Du, Jixiang ; Chen, Duansheng ; Cao, Liujuan (2016)
  • Publisher: Hindawi Publishing Corporation
  • Journal: BioMed Research International, volume 2,016 (issn: 2314-6133, eissn: 2314-6141)
  • Related identifiers: doi: 10.1155/2016/9406259, pmc: PMC5101405
  • Subject: R | Research Article | Medicine | Article Subject

In this paper, we propose deep architecture to dynamically learn the most discriminative features from data for both single-cell and object tracking in computational biology and computer vision. Firstly, the discriminative features are automatically learned via a convol... View more
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