Dezhi Peng

According to our database, Dezhi Peng authored at least 38 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

HierCode: A lightweight hierarchical codebook for zero-shot Chinese text recognition.

Yuyi Zhang, Yuanzhi Zhu, Dezhi Peng, Peirong Zhang, Zhenhua Yang, Zhibo Yang, Cong Yao, Lianwen Jin

Pattern Recognit., 2025

EGO-LM: An efficient, generic, and out-of-the-box language model for handwritten text recognition.

Hongliang Li, Dezhi Peng, Lianwen Jin

Pattern Recognit., 2025

2024

SideNet: Learning representations from interactive side information for zero-shot Chinese character recognition.

Ziyan Li, Yuhao Huang, Dezhi Peng, Mengchao He, Lianwen Jin

Pattern Recognit., April, 2024

C³Bench: A Comprehensive Classical Chinese Understanding Benchmark for Large Language Models.

Jiahuan Cao, Yongxin Shi, Dezhi Peng, Yang Liu, Lianwen Jin

CoRR, 2024

SwinTextSpotter v2: Towards Better Synergy for Scene Text Spotting.

Mingxin Huang, Dezhi Peng, Hongliang Li, Zhenghao Peng, Chongyu Liu, Dahua Lin, Yuliang Liu, Xiang Bai, Lianwen Jin

CoRR, 2024

UPOCR: Towards Unified Pixel-Level OCR Interface.

Dezhi Peng, Zhenhua Yang, Jiaxin Zhang, Chongyu Liu, Yongxin Shi, Kai Ding, Fengjun Guo, Lianwen Jin

Proceedings of the Forty-first International Conference on Machine Learning, 2024

DTSM: Toward Dense Table Structure Recognition with Text Query Encoder and Adjacent Feature Aggregator.

Xinhong Chen, Bangdong Chen, Chenfan Qu, Dezhi Peng, Chongyu Liu, Lianwen Jin

Proceedings of the Document Analysis and Recognition - ICDAR 2024 - 18th International Conference, Athens, Greece, August 30, 2024

TongGu: Mastering Classical Chinese Understanding with Knowledge-Grounded Large Language Models.

Jiahuan Cao, Dezhi Peng, Peirong Zhang, Yongxin Shi, Yang Liu, Kai Ding, Lianwen Jin

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Towards Modern Image Manipulation Localization: A Large-Scale Dataset and Novel Methods.

Chenfan Qu, Yiwu Zhong, Chongyu Liu, Guitao Xu, Dezhi Peng, Fengjun Guo, Lianwen Jin

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

DocRes: A Generalist Model Toward Unifying Document Image Restoration Tasks.

Jiaxin Zhang, Dezhi Peng, Chongyu Liu, Peirong Zhang, Lianwen Jin

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

FontDiffuser: One-Shot Font Generation via Denoising Diffusion with Multi-Scale Content Aggregation and Style Contrastive Learning.

Zhenhua Yang, Dezhi Peng, Yuxin Kong, Yuyi Zhang, Cong Yao, Lianwen Jin

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

ViTEraser: Harnessing the Power of Vision Transformers for Scene Text Removal with SegMIM Pretraining.

Dezhi Peng, Chongyu Liu, Yuliang Liu, Lianwen Jin

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

SPTS v2: Single-Point Scene Text Spotting.

Yuliang Liu, Jiaxin Zhang, Dezhi Peng, Mingxin Huang, Xinyu Wang, Jingqun Tang, Can Huang, Dahua Lin, Chunhua Shen, Xiang Bai, Lianwen Jin

IEEE Trans. Pattern Anal. Mach. Intell., December, 2023

SLOGAN: Handwriting Style Synthesis for Arbitrary-Length and Out-of-Vocabulary Text.

Canjie Luo, Yuanzhi Zhu, Lianwen Jin, Zhe Li, Dezhi Peng

IEEE Trans. Neural Networks Learn. Syst., November, 2023

Recognition of Handwritten Chinese Text by Segmentation: A Segment-Annotation-Free Approach.

Dezhi Peng, Lianwen Jin, Weihong Ma, Canyu Xie, Hesuo Zhang, Shenggao Zhu, Jing Li

IEEE Trans. Multim., 2023

Exploring OCR Capabilities of GPT-4V(ision) : A Quantitative and In-depth Evaluation.

Yongxin Shi, Dezhi Peng, Wenhui Liao, Zening Lin, Xinhong Chen, Chongyu Liu, Yuyi Zhang, Lianwen Jin

CoRR, 2023

On the Hidden Mystery of OCR in Large Multimodal Models.

Yuliang Liu, Zhang Li, Hongliang Li, Wenwen Yu, Mingxin Huang, Dezhi Peng, Mingyu Liu, Mingrui Chen, Chunyuan Li, Lianwen Jin, Xiang Bai

CoRR, 2023

M5HisDoc: A Large-scale Multi-style Chinese Historical Document Analysis Benchmark.

Yongxin Shi, Chongyu Liu, Dezhi Peng, Cheng Jian, Jiarong Huang, Lianwen Jin

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Read Ten Lines at One Glance: Line-Aware Semi-Autoregressive Transformer for Multi-Line Handwritten Mathematical Expression Recognition.

Wentao Yang, Zhe Li, Dezhi Peng, Lianwen Jin, Mengchao He, Cong Yao

Proceedings of the 31st ACM International Conference on Multimedia, 2023

SegCTC: Offline Handwritten Chinese Text Recognition via Better Fusion Between Explicit and Implicit Segmentation.

Jiarong Huang, Dezhi Peng, Hongliang Li, Hao Ni, Lianwen Jin

Proceedings of the Document Analysis and Recognition - ICDAR 2023, 2023

EnsExam: A Dataset for Handwritten Text Erasure on Examination Papers.

Liufeng Huang, Bangdong Chen, Chongyu Liu, Dezhi Peng, Weiying Zhou, Yaqiang Wu, Hui Li, Hao Ni, Lianwen Jin

Proceedings of the Document Analysis and Recognition - ICDAR 2023, 2023

Revisiting Scene Text Recognition: A Data Perspective.

Qing Jiang, Jiapeng Wang, Dezhi Peng, Chongyu Liu, Lianwen Jin

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

ESTextSpotter: Towards Better Scene Text Spotting with Explicit Synergy in Transformer.

Mingxin Huang, Jiaxin Zhang, Dezhi Peng, Hao Lu, Can Huang, Yuliang Liu, Xiang Bai, Lianwen Jin

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Towards Robust Tampered Text Detection in Document Image: New Dataset and New Solution.

Chenfan Qu, Chongyu Liu, Yuliang Liu, Xinhong Chen, Dezhi Peng, Fengjun Guo, Lianwen Jin

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Building A Mobile Text Recognizer via Truncated SVD-based Knowledge Distillation-Guided NAS.

Weifeng Lin, Canyu Xie, Dezhi Peng, Jiapeng Wang, Lianwen Jin, Wei Ding, Cong Yao, Mengchao He

Proceedings of the 34th British Machine Vision Conference 2023, 2023

2022

PageNet: Towards End-to-End Weakly Supervised Page-Level Handwritten Chinese Text Recognition.

Dezhi Peng, Lianwen Jin, Yuliang Liu, Canjie Luo, Songxuan Lai

Int. J. Comput. Vis., 2022

SPTS: Single-Point Text Spotting.

Dezhi Peng, Xinyu Wang, Yuliang Liu, Jiaxin Zhang, Mingxin Huang, Songxuan Lai, Jing Li, Shenggao Zhu, Dahua Lin, Chunhua Shen, Xiang Bai, Lianwen Jin

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Complex Table Structure Recognition in the Wild Using Transformer and Identity Matrix-Based Augmentation.

Bangdong Chen, Dezhi Peng, Jiaxin Zhang, Yujin Ren, Lianwen Jin

Proceedings of the Frontiers in Handwriting Recognition - 18th International Conference, 2022

2021

Development and implementation of an LIS-based validation system for autoverification toward zero defects in the automated reporting of laboratory test results.

Di Jin, Qing Wang, Dezhi Peng, Jiajia Wang, Bijuan Li, Yating Cheng, Nanxun Mo, Xiaoyan Deng, Ran Tao

BMC Medical Informatics Decis. Mak., 2021

Efficient HLS Implementation of Fast Linear Discriminant Analysis Classifier.

Dezhi Peng, Jin Sha

IEEE Embed. Syst. Lett., 2021

SPTS: Single-Point Text Spotting.

Dezhi Peng, Xinyu Wang, Yuliang Liu, Jiaxin Zhang, Mingxin Huang, Songxuan Lai, Shenggao Zhu, Jing Li, Dahua Lin, Chunhua Shen, Lianwen Jin

CoRR, 2021

Towards Fast, Accurate and Compact Online Handwritten Chinese Text Recognition.

Dezhi Peng, Canyu Xie, Hongliang Li, Lianwen Jin, Zecheng Xie, Kai Ding, Yichao Huang, Yaqiang Wu

Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021

A Multi-level Progressive Rectification Mechanism for Irregular Scene Text Recognition.

Qianying Liao, Qingxiang Lin, Lianwen Jin, Canjie Luo, Jiaxin Zhang, Dezhi Peng, Tianwei Wang

Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021

Zero-Shot Chinese Text Recognition via Matching Class Embedding.

Yuhao Huang, Lianwen Jin, Dezhi Peng

Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021

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

Tianwei Wang, Yuanzhi Zhu, Lianwen Jin, Dezhi Peng, Zhe Li, Mengchao He, Yongpan Wang, Canjie Luo

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2019

A Fast and Accurate Fully Convolutional Network for End-to-End Handwritten Chinese Text Segmentation and Recognition.

Dezhi Peng, Lianwen Jin, Yaqiang Wu, Zhepeng Wang, Mingxiang Cai

Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

2018

Detecting Heads using Feature Refine Net and Cascaded Multi-scale Architecture.

Dezhi Peng, Zikai Sun, Zirong Chen, Zirui Cai, Lele Xie, Lianwen Jin

Proceedings of the 24th International Conference on Pattern Recognition, 2018

Scale Mapping and Dynamic Re-Detecting in Dense Head Detection.

Zikai Sun, Dezhi Peng, Zirui Cai, Zirong Chen, Lianwen Jin

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018