Search Results for author: Shipeng Zhu

Found 3 papers, 2 papers with code

Text Image Inpainting via Global Structure-Guided Diffusion Models

1 code implementation26 Jan 2024 Shipeng Zhu, Pengfei Fang, Chenjie Zhu, Zuoyan Zhao, Qiang Xu, Hui Xue

Leveraging the global structure of the text as a prior, the proposed GSDM develops an efficient diffusion model to recover clean texts.

Image Inpainting Scene Text Recognition

PEAN: A Diffusion-Based Prior-Enhanced Attention Network for Scene Text Image Super-Resolution

no code implementations29 Nov 2023 Zuoyan Zhao, Hui Xue, Pengfei Fang, Shipeng Zhu

Scene text image super-resolution (STISR) aims at simultaneously increasing the resolution and readability of low-resolution scene text images, thus boosting the performance of the downstream recognition task.

Image Super-Resolution Multi-Task Learning

Improving Scene Text Image Super-resolution via Dual Prior Modulation Network

1 code implementation21 Feb 2023 Shipeng Zhu, Zuoyan Zhao, Pengfei Fang, Hui Xue

Scene text image super-resolution (STISR) aims to simultaneously increase the resolution and legibility of the text images, and the resulting images will significantly affect the performance of downstream tasks.

Image Super-Resolution

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