We propose an unsupervised feature learning approach for segmenting text lines of
handwritten document images with no labelling effort. Humans can easily group local text …

Despite recent advances in the field of supervised deep learning for text line segmentation,
unsupervised deep learning solutions are beginning to gain popularity. In this paper, we …

Accurate text line extraction is a vital prerequisite for efficient and successful text recognition
systems ranging from keywords/phrases searching to complete conversion to text. In many …

2.2 Objectives A lot of literature in handwritten document image analysis have explored
different deep learning models. The researchers now know to achieve baseline results using …