Dezhi Peng

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 45

Top Topics

Weakly Supervised

Linear Discriminant Analysis

Text Recognition

Top Venues

Publications

Ziyan Li, Yuhao Huang, Dezhi Peng, Mengchao He, Lianwen Jin
SideNet: Learning representations from interactive side information for zero-shot Chinese character recognition. Pattern Recognit. 148 (2024)
Dezhi Peng, Chongyu Liu, Yuliang Liu, Lianwen Jin
ViTEraser: Harnessing the Power of Vision Transformers for Scene Text Removal with SegMIM Pretraining. AAAI (2024)
Yuyi Zhang, Yuanzhi Zhu, Dezhi Peng, Peirong Zhang, Zhenhua Yang, Zhibo Yang, Cong Yao, Lianwen Jin
HierCode: A Lightweight Hierarchical Codebook for Zero-shot Chinese Text Recognition. CoRR (2024)
Jiahuan Cao, Dezhi Peng, Peirong Zhang, Yongxin Shi, Yang Liu, Kai Ding, Lianwen Jin
TongGu: Mastering Classical Chinese Understanding with Knowledge-Grounded Large Language Models. CoRR (2024)
Jiaxin Zhang, Dezhi Peng, Chongyu Liu, Peirong Zhang, Lianwen Jin
DocRes: A Generalist Model Toward Unifying Document Image Restoration Tasks. CoRR (2024)
Zhenhua Yang, Dezhi Peng, Yuxin Kong, Yuyi Zhang, Cong Yao, Lianwen Jin
FontDiffuser: One-Shot Font Generation via Denoising Diffusion with Multi-Scale Content Aggregation and Style Contrastive Learning. AAAI (2024)
Mingxin Huang, Dezhi Peng, Hongliang Li, Zhenghao Peng, Chongyu Liu, Dahua Lin, Yuliang Liu, Xiang Bai, Lianwen Jin
SwinTextSpotter v2: Towards Better Synergy for Scene Text Spotting. CoRR (2024)
Jiahuan Cao, Yongxin Shi, Dezhi Peng, Yang Liu, Lianwen Jin
Bench: A Comprehensive Classical Chinese Understanding Benchmark for Large Language Models. CoRR (2024)
Canjie Luo, Yuanzhi Zhu, Lianwen Jin, Zhe Li, Dezhi Peng
SLOGAN: Handwriting Style Synthesis for Arbitrary-Length and Out-of-Vocabulary Text. IEEE Trans. Neural Networks Learn. Syst. 34 (11) (2023)
Yuliang Liu, Zhang Li, Hongliang Li, Wenwen Yu, Mingxin Huang, Dezhi Peng, Mingyu Liu, Mingrui Chen, Chunyuan Li, Lianwen Jin, Xiang Bai
On the Hidden Mystery of OCR in Large Multimodal Models. CoRR (2023)
Weifeng Lin, Canyu Xie, Dezhi Peng, Jiapeng Wang, Lianwen Jin, Wei Ding, Cong Yao, Mengchao He
Building A Mobile Text Recognizer via Truncated SVD-based Knowledge Distillation-Guided NAS. BMVC (2023)
Liufeng Huang, Bangdong Chen, Chongyu Liu, Dezhi Peng, Weiying Zhou, Yaqiang Wu, Hui Li, Hao Ni, Lianwen Jin
EnsExam: A Dataset for Handwritten Text Erasure on Examination Papers. ICDAR (3) (2023)
Mingxin Huang, Jiaxin Zhang, Dezhi Peng, Hao Lu, Can Huang, Yuliang Liu, Xiang Bai, Lianwen Jin
ESTextSpotter: Towards Better Scene Text Spotting with Explicit Synergy in Transformer. CoRR (2023)
Dezhi Peng, Lianwen Jin, Weihong Ma, Canyu Xie, Hesuo Zhang, Shenggao Zhu, Jing Li
Recognition of Handwritten Chinese Text by Segmentation: A Segment-Annotation-Free Approach. IEEE Trans. Multim. 25 (2023)
Yongxin Shi, Chongyu Liu, Dezhi Peng, Cheng Jian, Jiarong Huang, Lianwen Jin
M5HisDoc: A Large-scale Multi-style Chinese Historical Document Analysis Benchmark. NeurIPS (2023)
Jiarong Huang, Dezhi Peng, Hongliang Li, Hao Ni, Lianwen Jin
SegCTC: Offline Handwritten Chinese Text Recognition via Better Fusion Between Explicit and Implicit Segmentation. ICDAR (4) (2023)
Yuliang Liu, Jiaxin Zhang, Dezhi Peng, Mingxin Huang, Xinyu Wang, Jingqun Tang, Can Huang, Dahua Lin, Chunhua Shen, Xiang Bai, Lianwen Jin
SPTS v2: Single-Point Scene Text Spotting. IEEE Trans. Pattern Anal. Mach. Intell. 45 (12) (2023)
Zhenhua Yang, Dezhi Peng, Yuxin Kong, Yuyi Zhang, Cong Yao, Lianwen Jin
FontDiffuser: One-Shot Font Generation via Denoising Diffusion with Multi-Scale Content Aggregation and Style Contrastive Learning. CoRR (2023)
Qing Jiang, Jiapeng Wang, Dezhi Peng, Chongyu Liu, Lianwen Jin
Revisiting Scene Text Recognition: A Data Perspective. CoRR (2023)
Wentao Yang, Zhe Li, Dezhi Peng, Lianwen Jin, Mengchao He, Cong Yao
Read Ten Lines at One Glance: Line-Aware Semi-Autoregressive Transformer for Multi-Line Handwritten Mathematical Expression Recognition. ACM Multimedia (2023)
Dezhi Peng, Chongyu Liu, Yuliang Liu, Lianwen Jin
ViTEraser: Harnessing the Power of Vision Transformers for Scene Text Removal with SegMIM Pretraining. CoRR (2023)
Mingxin Huang, Jiaxin Zhang, Dezhi Peng, Hao Lu, Can Huang, Yuliang Liu, Xiang Bai, Lianwen Jin
ESTextSpotter: Towards Better Scene Text Spotting with Explicit Synergy in Transformer. ICCV (2023)
Qing Jiang, Jiapeng Wang, Dezhi Peng, Chongyu Liu, Lianwen Jin
Revisiting Scene Text Recognition: A Data Perspective. ICCV (2023)
Yuliang Liu, Jiaxin Zhang, Dezhi Peng, Mingxin Huang, Xinyu Wang, Jingqun Tang, Can Huang, Dahua Lin, Chunhua Shen, Xiang Bai, Lianwen Jin
SPTS v2: Single-Point Scene Text Spotting. CoRR (2023)
Yongxin Shi, Dezhi Peng, Wenhui Liao, Zening Lin, Xinhong Chen, Chongyu Liu, Yuyi Zhang, Lianwen Jin
Exploring OCR Capabilities of GPT-4V(ision) : A Quantitative and In-depth Evaluation. CoRR (2023)
Dezhi Peng, Zhenhua Yang, Jiaxin Zhang, Chongyu Liu, Yongxin Shi, Kai Ding, Fengjun Guo, Lianwen Jin
UPOCR: Towards Unified Pixel-Level OCR Interface. CoRR (2023)
Chenfan Qu, Chongyu Liu, Yuliang Liu, Xinhong Chen, Dezhi Peng, Fengjun Guo, Lianwen Jin
Towards Robust Tampered Text Detection in Document Image: New Dataset and New Solution. CVPR (2023)
Dezhi Peng, Lianwen Jin, Yuliang Liu, Canjie Luo, Songxuan Lai
PageNet: Towards End-to-End Weakly Supervised Page-Level Handwritten Chinese Text Recognition. CoRR (2022)
Dezhi Peng, Lianwen Jin, Yuliang Liu, Canjie Luo, Songxuan Lai
PageNet: Towards End-to-End Weakly Supervised Page-Level Handwritten Chinese Text Recognition. Int. J. Comput. Vis. 130 (11) (2022)
Dezhi Peng, Lianwen Jin, Weihong Ma, Canyu Xie, Hesuo Zhang, Shenggao Zhu, Jing Li
Recognition of Handwritten Chinese Text by Segmentation: A Segment-annotation-free Approach. CoRR (2022)
Bangdong Chen, Dezhi Peng, Jiaxin Zhang, Yujin Ren, Lianwen Jin
Complex Table Structure Recognition in the Wild Using Transformer and Identity Matrix-Based Augmentation. ICFHR (2022)
Canjie Luo, Yuanzhi Zhu, Lianwen Jin, Zhe Li, Dezhi Peng
SLOGAN: Handwriting Style Synthesis for Arbitrary-Length and Out-of-Vocabulary Text. CoRR (2022)
Dezhi Peng, Xinyu Wang, Yuliang Liu, Jiaxin Zhang, Mingxin Huang, Songxuan Lai, Jing Li, Shenggao Zhu, Dahua Lin, Chunhua Shen, Xiang Bai, Lianwen Jin
SPTS: Single-Point Text Spotting. ACM Multimedia (2022)
Dezhi Peng, Canyu Xie, Hongliang Li, Lianwen Jin, Zecheng Xie, Kai Ding, Yichao Huang, Yaqiang Wu
Towards Fast, Accurate and Compact Online Handwritten Chinese Text Recognition. ICDAR (3) (2021)
Yuhao Huang, Lianwen Jin, Dezhi Peng
Zero-Shot Chinese Text Recognition via Matching Class Embedding. ICDAR (3) (2021)
Tianwei Wang, Yuanzhi Zhu, Lianwen Jin, Dezhi Peng, Zhe Li, Mengchao He, Yongpan Wang, Canjie Luo
Implicit Feature Alignment: Learn To Convert Text Recognizer to Text Spotter. CVPR (2021)
Dezhi Peng, Jin Sha
Efficient HLS Implementation of Fast Linear Discriminant Analysis Classifier. IEEE Embed. Syst. Lett. 13 (4) (2021)
Di Jin, Qing Wang, Dezhi Peng, Jiajia Wang, Bijuan Li, Yating Cheng, Nanxun Mo, Xiaoyan Deng, Ran Tao
Development and implementation of an LIS-based validation system for autoverification toward zero defects in the automated reporting of laboratory test results. BMC Medical Informatics Decis. Mak. 21 (1) (2021)
Qianying Liao, Qingxiang Lin, Lianwen Jin, Canjie Luo, Jiaxin Zhang, Dezhi Peng, Tianwei Wang
A Multi-level Progressive Rectification Mechanism for Irregular Scene Text Recognition. ICDAR (4) (2021)
Tianwei Wang, Yuanzhi Zhu, Lianwen Jin, Dezhi Peng, Zhe Li, Mengchao He, Yongpan Wang, Canjie Luo
Implicit Feature Alignment: Learn to Convert Text Recognizer to Text Spotter. CoRR (2021)
Dezhi Peng, Xinyu Wang, Yuliang Liu, Jiaxin Zhang, Mingxin Huang, Songxuan Lai, Shenggao Zhu, Jing Li, Dahua Lin, Chunhua Shen, Lianwen Jin
SPTS: Single-Point Text Spotting. CoRR (2021)
Dezhi Peng, Lianwen Jin, Yaqiang Wu, Zhepeng Wang, Mingxiang Cai
A Fast and Accurate Fully Convolutional Network for End-to-End Handwritten Chinese Text Segmentation and Recognition. ICDAR (2019)
Dezhi Peng, Zikai Sun, Zirong Chen, Zirui Cai, Lele Xie, Lianwen Jin
Detecting Heads using Feature Refine Net and Cascaded Multi-scale Architecture. CoRR (2018)
Dezhi Peng, Zikai Sun, Zirong Chen, Zirui Cai, Lele Xie, Lianwen Jin
Detecting Heads using Feature Refine Net and Cascaded Multi-scale Architecture. ICPR (2018)
Zikai Sun, Dezhi Peng, Zirui Cai, Zirong Chen, Lianwen Jin
Scale Mapping and Dynamic Re-Detecting in Dense Head Detection. ICIP (2018)