Unsupervised change detection based on conditional random fields and texture feature for high resolution remote sensing imagery. - Pengyuan Lv; Yanfei Zhong; Ji Zhao 006; Liangpei Zhang 001 (ChinaSIP, 2015)

Robust Scene Text Recognition with Automatic Rectification. - Baoguang Shi; Xinggang Wang; Pengyuan Lyu; Cong Yao; Xiang Bai (CVPR, 2016)

Distinguishing text/non-text natural images with Multi-Dimensional Recurrent Neural Networks. - Pengyuan Lyu; Baoguang Shi; Chengquan Zhang; Xiang Bai (ICPR, 2016)

Unsupervised change detection model based on hybrid conditional random field for high spatial resolution remote sensing imagery. - Pengyuan Lv; Yanfei Zhong; Ji Zhao 006; Liangpei Zhang 001 (IGARSS, 2016)

Change Detection Based on a Multifeature Probabilistic Ensemble Conditional Random Field Model for High Spatial Resolution Remote Sensing Imagery. - Pengyuan Lv; Yanfei Zhong; Ji Zhao 006; Hongzan Jiao; Liangpei Zhang 001 (IEEE Geosci. Remote. Sens. Lett., 2016)

Fusing Image and Segmentation Cues for Skeleton Extraction in the Wild. - Xiaolong Liu; Pengyuan Lyu; Xiang Bai; Ming-Ming Cheng (ICCV Workshops, 2017)

Auto-Encoder Guided GAN for Chinese Calligraphy Synthesis. - Pengyuan Lyu; Xiang Bai; Cong Yao; Zhen Zhu 006; Tengteng Huang; Wenyu Liu 001 (ICDAR, 2017)

Change detection based on structural conditional random field framework for high spatial resolution remote sensing imagery. - Pengyuan Lv; Yanfei Zhong; Ji Zhao 006; Ailong Ma; Liangpei Zhang 001 (IGARSS, 2017)

Integrating Scene Text and Visual Appearance for Fine-Grained Image Classification with Convolutional Neural Networks. - Xiang Bai; Mingkun Yang; Pengyuan Lyu; Yongchao Xu (CoRR, 2017)

Multi-Oriented Scene Text Detection via Corner Localization and Region Segmentation. - Pengyuan Lyu; Cong Yao; Wenhao Wu; Shuicheng Yan; Xiang Bai (CVPR, 2018)

Mask TextSpotter: An End-to-End Trainable Neural Network for Spotting Text with Arbitrary Shapes. - Pengyuan Lyu; Minghui Liao; Cong Yao; Wenhao Wu; Xiang Bai (ECCV (14), 2018)

Integrating Scene Text and Visual Appearance for Fine-Grained Image Classification. - Xiang Bai; Mingkun Yang; Pengyuan Lyu; Yongchao Xu; Jiebo Luo 001 (IEEE Access, 2018)

Unsupervised Change Detection Based on Hybrid Conditional Random Field Model for High Spatial Resolution Remote Sensing Imagery. - Pengyuan Lv; Yanfei Zhong; Ji Zhao 006; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2018)

Scene Text Recognition from Two-Dimensional Perspective. - Minghui Liao; Jian Zhang; Zhaoyi Wan; Fengming Xie; Jiajun Liang; Pengyuan Lyu; Cong Yao; Xiang Bai (AAAI, 2019)

Learning Shape-Aware Embedding for Scene Text Detection. - Zhuotao Tian; Michelle Shu; Pengyuan Lyu; Ruiyu Li; Chao Zhou 001; Xiaoyong Shen; Jiaya Jia (CVPR, 2019)

2D Attentional Irregular Scene Text Recognizer. - Pengyuan Lyu; Zhicheng Yang; Xinhang Leng; Xiaojun Wu; Ruiyu Li; Xiaoyong Shen (CoRR, 2019)

ASTER: An Attentional Scene Text Recognizer with Flexible Rectification. - Baoguang Shi; Mingkun Yang; Xinggang Wang; Pengyuan Lyu; Cong Yao; Xiang Bai (IEEE Trans. Pattern Anal. Mach. Intell., 2019)

PGNet: Real-time Arbitrarily-Shaped Text Spotting with Point Gathering Network. - Pengfei Wang; Chengquan Zhang; Fei Qi 001; Shanshan Liu; Xiaoqiang Zhang 006; Pengyuan Lyu; Junyu Han; Jingtuo Liu; Errui Ding; Guangming Shi (AAAI, 2021)

Open Set Face Anti-Spoofing in Unseen Attacks. - Xin Dong; Hao Liu 019; Weiwei Cai; Pengyuan Lv; Zekuan Yu (ACM Multimedia, 2021)

Mask TextSpotter: An End-to-End Trainable Neural Network for Spotting Text with Arbitrary Shapes. - Minghui Liao; Pengyuan Lyu; Minghang He; Cong Yao; Wenhao Wu; Xiang Bai (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

Remote Sensing Image Super-Resolution Based on Dense Channel Attention Network. - Yunchuan Ma; Pengyuan Lv; Hao Liu 019; Xuehong Sun; Yanfei Zhong (Remote. Sens., 2021)

A Novel V2V Cooperative Collision Warning System Using UWB/DR for Intelligent Vehicles. - Mingyang Wang; Xinbo Chen; Baobao Jin; Pengyuan Lv; Wei Wang 306; Yong Shen (Sensors, 2021)

High Resolution Remote Sensing Image Semantic Segmentation Based on Ultra-Lightweight Fully Convolution Neural Network. - Bo Li; Pengyuan Lv; Yanfei Zhong; Liangpei Zhang 001 (IGARSS, 2022)

Review of Vision Transformer Models for Remote Sensing Image Scene Classification. - Pengyuan Lv; Wenjun Wu; Yanfei Zhong; Liangpei Zhang 001 (IGARSS, 2022)

Decoupling Recognition from Detection: Single Shot Self-Reliant Scene Text Spotter. - Jingjing Wu; Pengyuan Lyu; Guangming Lu 002; Chengquan Zhang; Kun Yao; Wenjie Pei (ACM Multimedia, 2022)

MaskOCR: Text Recognition with Masked Encoder-Decoder Pretraining. - Pengyuan Lyu; Chengquan Zhang; Shanshan Liu; Meina Qiao; Yangliu Xu; Liang Wu; Kun Yao; Junyu Han; Errui Ding; Jingdong Wang 001 (CoRR, 2022)

TRUST: An Accurate and End-to-End Table structure Recognizer Using Splitting-based Transformers. - Zengyuan Guo; Yuechen Yu; Pengyuan Lv; Chengquan Zhang; Haojie Li; Zhihui Wang 001; Kun Yao; Jingtuo Liu; Jingdong Wang 001 (CoRR, 2022)

SCViT: A Spatial-Channel Feature Preserving Vision Transformer for Remote Sensing Image Scene Classification. - Pengyuan Lv; Wenjun Wu; Yanfei Zhong; Fang Du; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Land-Use/Land-Cover Change Detection Based on Class-Prior Object-Oriented Conditional Random Field Framework for High Spatial Resolution Remote Sensing Imagery. - Sunan Shi; Yanfei Zhong; Ji Zhao 006; Pengyuan Lv; Yinhe Liu; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

ICDAR 2023 Competition on Structured Text Extraction from Visually-Rich Document Images. - Wenwen Yu; Chengquan Zhang; Haoyu Cao 001; Wei Hua 005; Bohan Li; Huang Chen; Mingyu Liu; Mingrui Chen; Jianfeng Kuang; Mengjun Cheng; Yuning Du; Shikun Feng; et al. (ICDAR (2), 2023)

GridFormer: Towards Accurate Table Structure Recognition via Grid Prediction. - Pengyuan Lyu; Weihong Ma; Hongyi Wang 008; Yuechen Yu; Chengquan Zhang; Kun Yao; Yang Xue 001; Jingdong Wang 001 (ACM Multimedia, 2023)

Towards Robust Real-Time Scene Text Detection: From Semantic to Instance Representation Learning. - Xugong Qin; Pengyuan Lyu; Chengquan Zhang; Yu Zhou 015; Kun Yao; Peng Zhang 044; Hailun Lin; Weiping Wang 005 (ACM Multimedia, 2023)

ShapeFormer: A Shape-Enhanced Vision Transformer Model for Optical Remote Sensing Image Landslide Detection. - Pengyuan Lv; Lusha Ma; Qiaomin Li; Fang Du (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

Multi-temporal urban semantic understanding based on GF-2 remote sensing imagery: from tri-temporal datasets to multi-task mapping. - Sunan Shi; Yanfei Zhong; Yinhe Liu; Jue Wang 011; Yuting Wan; Ji Zhao 006; Pengyuan Lv; Liangpei Zhang 001; Deren Li (Int. J. Digit. Earth, 2023)

WeCromCL: Weakly Supervised Cross-Modality Contrastive Learning for Transcription-Only Supervised Text Spotting. - Jingjing Wu; Zhengyao Fang; Pengyuan Lyu; Chengquan Zhang; Fanglin Chen 001; Guangming Lu 002; Wenjie Pei (ECCV (31), 2024)

Towards Unified Multi-granularity Text Detection with Interactive Attention. - Xingyu Wan; Chengquan Zhang; Pengyuan Lyu; Sen Fan; Zihan Ni; Kun Yao; Errui Ding; Jingdong Wang 001 (ICML, 2024)

StrucTexTv3: An Efficient Vision-Language Model for Text-rich Image Perception, Comprehension, and Beyond. - Pengyuan Lyu; Yulin Li; Hao Zhou 039; Weihong Ma; Xingyu Wan; Qunyi Xie; Liang Wu; Chengquan Zhang; Kun Yao; Errui Ding; Jingdong Wang 001 (CoRR, 2024)

R-CoT: Reverse Chain-of-Thought Problem Generation for Geometric Reasoning in Large Multimodal Models. - Linger Deng; Yuliang Liu; Bohan Li; Dongliang Luo; Liang Wu; Chengquan Zhang; Pengyuan Lyu; Ziyang Zhang; Gang Zhang; Errui Ding; Yingying Zhu 005; Xiang Bai (CoRR, 2024)

A Semi-Supervised Pyramid Cross-Temporal Attention Transformer for Change Detection in High-Resolution Remote Sensing Images. - Pengyuan Lv; Mengchen Li; Yanfei Zhong (IEEE Geosci. Remote. Sens. Lett., 2024)

QETR: A Query-Enhanced Transformer for Remote Sensing Image Object Detection. - Xinyu Ma; Pengyuan Lv; Yanfei Zhong (IEEE Geosci. Remote. Sens. Lett., 2024)

Irregular text block recognition via decoupling visual, linguistic, and positional information. - Ziyan Li; Lianwen Jin; Chengquan Zhang; Jiaxin Zhang 003; Zecheng Xie; Pengyuan Lyu; Kun Yao (Pattern Recognit., 2024)

SSOD-QCTR: Semi-Supervised Query Consistent Transformer for Optical Remote Sensing Image Object Detection. - Xinyu Ma; Pengyuan Lv; Xunqiang Gong (Remote. Sens., 2024)

A Semi-Supervised Semantic and Spatial Change Detail Retention Network for Semantic Change Detection in Remote Sensing Images. - Pengyuan Lv; Peng Cheng; Chuang Ma; Yanfei Zhong (IEEE Trans. Geosci. Remote. Sens., 2024)

MaskOCR: Scene Text Recognition with Masked Vision-Language Pre-training. - Pengyuan Lyu; Chengquan Zhang; Shanshan Liu; Meina Qiao; Yangliu Xu; Liang Wu; Kun Yao; Junyu Han; Errui Ding; Jingdong Wang 001 (Trans. Mach. Learn. Res., 2024)

Recognition-Synergistic Scene Text Editing. - Zhengyao Fang; Pengyuan Lyu; Jingjing Wu; Chengquan Zhang; Jun Yu; Guangming Lu 002; Wenjie Pei (CVPR, 2025)

DCCPNet: A Dual-Branch Channel Cross-Concatenation Pan-Sharpening Network for Satellite Remote Sensing Imagery. - Zechun Li; Xunqiang Gong; Ailong Ma; Haiqing He; Pengyuan Lv; Xiansan Liu; Yanfei Zhong (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

QSCDNet: A Hybrid Quantum Spectral Change Detection Network for Hyperspectral Image Change Detection. - Pengyuan Lv; Ye Gao; Heng Hu; Peng Cheng; Yanfei Zhong (IEEE Trans. Geosci. Remote. Sens., 2025)

SiamS²F: Satellite Video Single-Object Tracking Based on a Siamese Spectral-Spatial-Frame Correlation Network. - Pengyuan Lv; Xianyan Gao; Yanfei Zhong (IEEE Trans. Geosci. Remote. Sens., 2025)