Search Results for author: Tianlun Zheng

Found 4 papers, 4 papers with code

SVTR: Scene Text Recognition with a Single Visual Model

2 code implementations30 Apr 2022 Yongkun Du, Zhineng Chen, Caiyan Jia, Xiaoting Yin, Tianlun Zheng, Chenxia Li, Yuning Du, Yu-Gang Jiang

Dominant scene text recognition models commonly contain two building blocks, a visual model for feature extraction and a sequence model for text transcription.

Scene Text Recognition

CDistNet: Perceiving Multi-Domain Character Distance for Robust Text Recognition

2 code implementations22 Nov 2021 Tianlun Zheng, Zhineng Chen, Shancheng Fang, Hongtao Xie, Yu-Gang Jiang

In this paper, we propose a novel module called Multi-Domain Character Distance Perception (MDCDP) to establish a visually and semantically related position embedding.

Position Scene Text Recognition

MRN: Multiplexed Routing Network for Incremental Multilingual Text Recognition

1 code implementation ICCV 2023 Tianlun Zheng, Zhineng Chen, Bingchen Huang, Wei zhang, Yu-Gang Jiang

In this paper, we propose the Incremental MLTR (IMLTR) task in the context of incremental learning (IL), where different languages are introduced in batches.

Continual Learning Incremental Learning +2

TPS++: Attention-Enhanced Thin-Plate Spline for Scene Text Recognition

1 code implementation9 May 2023 Tianlun Zheng, Zhineng Chen, Jinfeng Bai, Hongtao Xie, Yu-Gang Jiang

In this work, we introduce TPS++, an attention-enhanced TPS transformation that incorporates the attention mechanism to text rectification for the first time.

Optical Character Recognition (OCR) Scene Text Recognition

Cannot find the paper you are looking for? You can Submit a new open access paper.