Corpus ID: 17991431

Multi-digit Number Recognition from Street View Imagery using Deep Convolutional Neural Networks

  title={Multi-digit Number Recognition from Street View Imagery using Deep Convolutional Neural Networks},
  author={Ian J. Goodfellow and Yaroslav Bulatov and J. Ibarz and Sacha Arnoud and V. Shet},
  • Ian J. Goodfellow, Yaroslav Bulatov, +2 authors V. Shet
  • Published 2014
  • Computer Science
  • CoRR
  • Abstract: Recognizing arbitrary multi-character text in unconstrained natural photographs is a hard problem. In this paper, we address an equally hard sub-problem in this domain viz. recognizing arbitrary multi-digit numbers from Street View imagery. Traditional approaches to solve this problem typically separate out the localization, segmentation, and recognition steps. In this paper we propose a unified approach that integrates these three steps via the use of a deep convolutional neural… CONTINUE READING
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