50 citations · 81 across the 8 of their papers we have counts for
6 papers · 1 filter
Writer adaptation for offline text recognition: An exploration of neural network-based methods
Tobias van der Werff, Maruf A. Dhali, Lambert Schomaker
Handwriting recognition has seen significant success with the use of deep learning. However, a persistent shortcoming of neural networks is that they are not well-equipped to deal…
Oil Spill Segmentation using Deep Encoder-Decoder models
Abhishek Ramanathapura Satyanarayana, Maruf A. Dhali
Crude oil is an integral component of the world economy and transportation sectors. With the growing demand for crude oil due to its widespread applications, accidental oil spills…
LostPaw: Finding Lost Pets using a Contrastive Learning-based Transformer with Visual Input
Andrei Voinea, Robin Kock, Maruf A. Dhali
Losing pets can be highly distressing for pet owners, and finding a lost pet is often challenging and time-consuming. An artificial intelligence-based application can significantly…
The Effects of Character-Level Data Augmentation on Style-Based Dating of Historical Manuscripts
Lisa Koopmans, Maruf A. Dhali, Lambert Schomaker
Identifying the production dates of historical manuscripts is one of the main goals for paleographers when studying ancient documents. Automatized methods can provide paleographers…
Image-based material analysis of ancient historical documents
Thomas Reynolds, Maruf A. Dhali, Lambert Schomaker
Researchers continually perform corroborative tests to classify ancient historical documents based on the physical materials of their writing surfaces. However, these tests, often…
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…