Glyphcontrol: Glyph conditional control for visual text generation
Recently, there has been an increasing interest in developing diffusion-based text-to-image
generative models capable of generating coherent and well-formed visual text. In this paper …
generative models capable of generating coherent and well-formed visual text. In this paper …
Fontdiffuser: One-shot font generation via denoising diffusion with multi-scale content aggregation and style contrastive learning
Automatic font generation is an imitation task, which aims to create a font library that mimics
the style of reference images while preserving the content from source images. Although …
the style of reference images while preserving the content from source images. Although …
Data augmentation for offline handwritten text recognition: a systematic literature review
AF de Sousa Neto, BLD Bezerra, GCD de Moura… - SN Computer …, 2024 - Springer
Abstract Offline Handwritten Text Recognition (HTR) systems concern the automatic
recognition and transcription of handwritten text from scanned images to digital media …
recognition and transcription of handwritten text from scanned images to digital media …
Improving handwritten OCR with training samples generated by glyph conditional denoising diffusion probabilistic model
Constructing a highly accurate handwritten OCR system requires large amounts of
representative training data, which is both time-consuming and expensive to collect. To …
representative training data, which is both time-consuming and expensive to collect. To …
Visual Text Generation in the Wild
Recently, with the rapid advancements of generative models, the field of visual text
generation has witnessed significant progress. However, it is still challenging to render high …
generation has witnessed significant progress. However, it is still challenging to render high …
Okkhor-Diffusion: Class Guided Generation of Bangla Isolated Handwritten Characters using Denoising Diffusion Probabilistic Model (DDPM)
Bangla has a unique script with a complex set of characters, making it a fascinating subject
of study for linguists and cultural enthusiasts. Unique in some of its similar characters which …
of study for linguists and cultural enthusiasts. Unique in some of its similar characters which …
Improving Handwritten Mathematical Expression Recognition via Integrating Convolutional Neural Network with Transformer and Diffusion-Based Data Augmentation
Y Zhang, G Li - IEEE Access, 2024 - ieeexplore.ieee.org
Handwritten mathematical expression recognition (HMER) poses a formidable challenge
due to the intricate two-dimensional structures and diverse handwriting styles. This paper …
due to the intricate two-dimensional structures and diverse handwriting styles. This paper …
Cross-Domain Image Conversion by CycleDM
S Shimotsumagari, S Takezaki, D Haraguchi… - arXiv preprint arXiv …, 2024 - arxiv.org
The purpose of this paper is to enable the conversion between machine-printed character
images (ie, font images) and handwritten character images through machine learning. For …
images (ie, font images) and handwritten character images through machine learning. For …
Diff-Oracle: Diffusion Model for Oracle Character Generation with Controllable Styles and Contents
Deciphering the oracle bone script plays a significant role in Chinese archaeology and
philology. However, it is significantly challenging due to the scarcity of oracle character …
philology. However, it is significantly challenging due to the scarcity of oracle character …
DiffCJK: Conditional Diffusion Model for High-Quality and Wide-coverage CJK Character Generation
Y Tian - arXiv preprint arXiv:2404.05212, 2024 - arxiv.org
Chinese, Japanese, and Korean (CJK), with a vast number of native speakers, has profound
influence on society and culture. The typesetting of CJK languages carries a wide range of …
influence on society and culture. The typesetting of CJK languages carries a wide range of …