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Mengchao He

3 accepted papers

2023

Conditional Text Image Generation With Diffusion Models

CVPR 2023poster

Current text recognition systems, including those for handwritten scripts and scene text, have relied heavily on image synthesis and augmentation, since it is difficult to realize real-world complexity and diversity through collecting and annotating enough real text images. In this paper, we explore…

2021

Implicit Feature Alignment: Learn To Convert Text Recognizer to Text Spotter

CVPR 2021poster

Text recognition is a popular research subject with many associated challenges. Despite the considerable progress made in recent years, the text recognition task itself is still constrained to solve the problem of reading cropped line text images and serves as a subtask of optical character recognit…

Cited by 16PDFcodeScholar
2020

RD-GAN: Few/Zero-Shot Chinese Character Style Transfer via Radical Decomposition and Rendering

ECCV 2020poster

Style transfer has attracted much interest owing to its various applications. Compared with English character or general artistic style transfer, Chinese character style transfer remains a challenge owing to the large size of the vocabulary(70224 characters in GB18010-2005) and the complexity of the…