104 citations · 256 across the 12 of their papers we have counts for
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cs.CV2019
Lifelong learning for text retrieval and recognition in historical handwritten document collections
Lambert Schomaker
This chapter provides an overview of the problems that need to be dealt with when constructing a lifelong-learning retrieval, recognition and indexing engine for large historical d…
cs.CL2019★ 11 cited
A limited-size ensemble of homogeneous CNN/LSTMs for high-performance word classification
Mahya Ameryan, Lambert Schomaker
In recent years, long short-term memory neural networks (LSTMs) have been applied quite successfully to problems in handwritten text recognition. However, their strength is more lo…
cs.CV2019
BiNet: Degraded-Manuscript Binarization in Diverse Document Textures and Layouts using Deep Encoder-Decoder Networks
Maruf A. Dhali, Jan Willem de Wit, Lambert Schomaker
Handwritten document-image binarization is a semantic segmentation process to differentiate ink pixels from background pixels. It is one of the essential steps towards character re…