Binarization of degraded document images with global-local U-Nets

A Threshold Selection Method from Gray-Level Histograms

Nobuyuki Otsu · IEEE Transactions on Systems Man and Cybernetics · 1979 · 42.3K citations

Image Analysis, Machine Vision, Engineering +8

The Effectiveness of Data Augmentation in Image Classification using Deep Learning

Luis Perez, Jason Wang · arXiv (Cornell University) · 2017 · 2.5K citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +16

Adaptive document image binarization

J. Sauvola, Matti Pietikäinen · Pattern Recognition · 2000 · 2.3K citations

Engineering, Image Analysis, Optical Character Recognition +5

V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation

Fausto Milletarì, Nassir Navab, Seyed‐Ahmad Ahmadi · 2016 · 1.1K citations · Full text

Convolutional Neural Network, Medical Image Segmentation, Engineering +19

Extraction and recognition of artificial text in multimedia documents

Christian Wolf, Jean-Michel Jolion · Pattern Analysis and Applications · 2004 · 200 citations · Full text

Image Analysis, Information Retrieval, Engineering +8