Historical document image binarization: A review
C Tensmeyer, T Martinez - SN Computer Science, 2020 - Springer
This review provides a comprehensive view of the field of historical document image
binarization with a focus on the contributions made in the last decade. After the introduction …
binarization with a focus on the contributions made in the last decade. After the introduction …
A survey of historical document image datasets
This paper presents a systematic literature review of image datasets for document image
analysis, focusing on historical documents, such as handwritten manuscripts and early …
analysis, focusing on historical documents, such as handwritten manuscripts and early …
An enhanced binarization framework for degraded historical document images
Binarization plays an important role in document analysis and recognition (DAR) systems. In
this paper, we present our winning algorithm in ICFHR 2018 competition on handwritten …
this paper, we present our winning algorithm in ICFHR 2018 competition on handwritten …
Generate, transform, and clean: the role of GANs and transformers in palm leaf manuscript generation and enhancement
Palm leaf manuscripts offer a rich source of data critical for document analysis tasks,
including character, word, and text analysis. However, their cleaning and denoising present …
including character, word, and text analysis. However, their cleaning and denoising present …
Improving isolated glyph classification task for palm leaf manuscripts
Digitization of ancient palm leaf manuscripts is gaining momentum due to the limited
datasets and complex features of text images of palm leaf manuscripts. Thus far, the …
datasets and complex features of text images of palm leaf manuscripts. Thus far, the …
Indiscapes: Instance segmentation networks for layout parsing of historical indic manuscripts
A Prusty, S Aitha, A Trivedi… - … on Document Analysis …, 2019 - ieeexplore.ieee.org
Historical palm-leaf manuscript and early paper documents from Indian subcontinent form
an important part of the world's literary and cultural heritage. Despite their importance, large …
an important part of the world's literary and cultural heritage. Despite their importance, large …
[HTML][HTML] Text line extraction strategy for palm leaf manuscripts
Text line segmentation is an important step in the historical document image analysis
pipeline to supply useful information for recognition, keyword spotting and indexing. Many …
pipeline to supply useful information for recognition, keyword spotting and indexing. Many …
A modified deep semantic binarization network for degradation removal in palm leaf manuscripts
NS Rani - Multimedia Tools and Applications, 2024 - Springer
Palm leaves are the earliest forms of documentation for literature, showcasing rich traditions,
philosophical insights, and scientific traditions in areas such as mathematics, medicine …
philosophical insights, and scientific traditions in areas such as mathematics, medicine …
Document Image Binarization
S Bhowmik - Document Layout Analysis, 2023 - Springer
Documents often get affected by noise due to various issues like casual handling occurred
during storing, or image acquisition processes. These noises not only affect the quality of the …
during storing, or image acquisition processes. These noises not only affect the quality of the …
Binarization strategy using multiple convolutional autoencoder network for old sundanese manuscript images
The binarization step for old documents is still a challenging task even though many hand-
engineered and deep learning algorithms have been offered. In this research work, we …
engineered and deep learning algorithms have been offered. In this research work, we …