713 citations · 2.8k across the 24 of their papers we have counts for
5 papers · 1 filter
Large Scale Scene Text Verification with Guided Attention
Dafang He, Yeqing Li, Alexander Gorban +5
Many tasks are related to determining if a particular text string exists in an image. In this work, we propose a new framework that learns this task in an end-to-end way. The frame…
Attention-based Extraction of Structured Information from Street View Imagery
Zbigniew Wojna, Alex Gorban, Dar-Shyang Lee +4
We present a neural network model - based on CNNs, RNNs and a novel attention mechanism - which achieves 84.2% accuracy on the challenging French Street Name Signs (FSNS) dataset,…
End-to-End Interpretation of the French Street Name Signs Dataset
Raymond Smith, Chunhui Gu, Dar-Shyang Lee +5
We introduce the French Street Name Signs (FSNS) Dataset consisting of more than a million images of street name signs cropped from Google Street View images of France. Each image…
Large Scale Business Discovery from Street Level Imagery
Qian Yu, Christian Szegedy, Martin C. Stumpe +4
Search with local intent is becoming increasingly useful due to the popularity of the mobile device. The creation and maintenance of accurate listings of local businesses worldwide…
Multi-digit Number Recognition from Street View Imagery using Deep Convolutional Neural Networks
Ian J. Goodfellow, Yaroslav Bulatov, Julian Ibarz +2
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. recogni…