穿着西装的人在微笑

描述已自动生成Lianwen Jin

Professor

Director of Lab of Deep Learning and Vision Computing

School of Electronics and Information Engineering

South China University of Technology

Guangzhou, China

Email: eelwjin@scut.edu.cn (primary), Lianwen.jin@gmail.com (secondary)

Google Scholar: https://scholar.google.com/citations?user=WMUStEUAAAAJ&hl=en&oi=ao

[中文版]

 

Lianwen Jin received the B.S. degree from the University of Science and Technology of China, Anhui, China, and the Ph.D. degree from the South China University of Technology, Guangzhou, China, in 1991 and 1996, respectively. He is a professor in School of Electronic and Information Engineering at the South China University of Technology. His research interests include Optical Character Recognition, Document Analysis and Recognition, Scene Text Detection and Recognition, Computer Vision, Machine Learning, and Artificial Intelligence. He has authored over 200 scientific papers. He received the New Century Excellent Talent Program of MOE Award and the Guangdong Pearl River Distinguished Professor Award in 2006 and 2011, respectively.

 

Research Fields

- Optical Character Recognition (OCR)

- Handwritten Character Image Recognition

- Document Analysis and Recognition (DAR), Document Understanding, Document Intelligence

- Scene Text Detection and Recognition (STR)

- Foundation Model (Big Model), LLM

- Applications of Computer Vision/Image Processing/Artificial Intelligence/Natural Language Processing

 

Publications

2023

Journal Papers

1.        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 Transactions on Pattern Analysis and Machine Intelligence (TPAMI)2023 SCI 2021 IF=24.314, JCR Q1

2.        Chongyu Liu, Cheng Jian, Jiarong Huang, Wentao Yang, Yongxin Shi, Qing Jiang, and Lianwen Jin, A Robust and Efficient Algorithm for Chinese Historical Document Analysis and Recognition, National Science Review  (NSR), 2023. SCI 2022 IF: 23.178, JCR Q1

3.        Zhe Li, Xinyu Wang, Yuliang Liu*, Lianwen Jin*, Yichao Huang, Kai Ding, Improving Handwritten Mathematical Expression Recognition via Similar Symbol Distinguishing, IEEE Transactions on Multimedia (TMM), 2023SCI 2022 IF: 8.182, JCR Q1

4.        Jiaxin Zhang, Lingyu Liang, Kai Ding*, Fengjun Guo, and Lianwen Jin*, Appearance Enhancement for Camera-captured Document Images in the Wild, IEEE Transactions on Artificial Intelligence (TAI), 2023

5.        Jiale Cheng, Dongzi Shi, Chenyang Li, Yu Li, Hao Ni, Lianwen Jin, Xin Zhang*, Skeleton-based Gesture Recognition with Learnable Paths and Signature Features, IEEE Transactions on Multimedia (TMM), 2023SCI 2022 IF: 8.182, JCR Q1

6.        Zhile Chen, Yuhui Quan, Ruotao Xu, Lianwen Jin, Yong Xu*, Enhancing texture representation with deep tracing pattern encoding, Pattern Recognition, 2023. SCI 2022 IF: 8.518, JCR Q1

7.        Hongyi Wang, Yang Xue*, Jiaxin Zhang, Lianwen JinScene table structure recognition with segmentation collaboration and alignment, Pattern Recognition Letters, 2023. (SCI IF=4.757, JCR Q1)

8.    刘成林,金连文,白翔,李晓辉,殷飞,文档智能分析与识别前沿:回顾与展望,中国图象图形学报2023..

 

 

Conference Papers

9.        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 (CCF A).

10.      Hiuyi Cheng, Sihang Wu, Peirong Zhang, Jiaxin Zhang, Qiyuan Zhu, Xiezecheng Xie, Jing Li, Kai Ding, Lianwen Jin*, M6Doc: A Large-Scale Multi-Format, Multi-Type, Multi-Layout, Multi-Language, Multi-Annotation Category Dataset for Modern Document Layout Analysis, CVPR 2023 (CCF A).

11.      Weifeng Lin , Wu Ziheng, Jiayu Chen , Jun Huang , Lianwen Jin*, Scale-Aware Modulation Meet Transformer, ICCV 2023  (CCF A).

12.      Mingxin Huang, Jiaxin Zhang, Dezhi Peng, Yuliang Liu, Hao Lu, Can Huang, Xiang Bai, Lianwen Jin*, ESTextSpotter: Towards Better Scene Text Spotting with Explicit Synergy in Transformer, ICCV 2023  (CCF A).

13.      Qing Jiang, Jiapeng Wang, Dezhi Peng, Chongyu Liu, Lianwen Jin*, Revisiting Scene Text Recognition: A Data Perspective, ICCV 2023  (CCF A).

14.      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 MM 2023 (CCF A).

15.      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 (Datasets & Benchmarks Track) (CCF A.

16.      Jiapeng Wang, Chengyu Wang, Xiaodan Wang, Jun Huang and Lianwen Jin, CocaCLIP: Exploring Distillation of Fully-Connected Knowledge Interaction Graph for Lightweight Text-Image Retrieval, ACL 2013 (Industry Track).

17.      Bingyan Liu, Weifeng Lin, Zhongjie Duan, Chengyu Wang, Wu Ziheng, Zhang Zipeng, Kui Jia, Lianwen Jin, Cen CHEN and Jun Huang, Rapid Diffusion: Building Domain-Specific Text-to-Image Synthesizers with Fast Inference Speed, ACL 2013 (Industry Track).

18.      Li Zhuoming, Peng Fan, Xue Yang, Ni Hao and Jin Lianwen, Scene Table Structure Recognition with Segmentation and Key Point Collaboration, ICDAR 2023 oral (CCF C)

19.      Cheng Jian, Lianwen Jin*, Lingyu Liang and Chongyu Liu, HisDoc R-CNN: Robust Chinese Historical Document Text Line Detection with Dynamic Rotational Proposal Network and Iterative Attention Head, ICDAR 2023 oral (CCF C)

20.      Jiarong Huang, Dezhi Peng, Hongliang Li, Hao Ni and Lianwen Jin*, SegCTC: Offline Handwritten Chinese Text Recognition via Better Fusion between Explicit and Implicit Segmentation, ICDAR 2023 (CCF) C

21.      Liufeng Huang, Bangdong Chen, Chongyu Liu, Dezhi Peng, Weiying Zhou, Yaqiang Wu, Hui Li, Hao Ni and Lianwen Jin*, EnsExam: A Dataset for Handwritten Text Erasure on Examination Papers, ICDAR 2023 (CCF C)

22.      Haiyang Li, Chongyu Liu, Jiapeng Wang, Mingxin Huang, Weiying Zhou and Lianwen Jin*, DTDT: Highly Accurate Dense Text Line Detection in Historical Documents via Dynamic Transformer, ICDAR 2023 oral (CCF C)

23.      Dongliang Luo, Yu Zhou, Rui Yang, Yuliang Liu, Xianjin Liu, Jishen Zeng, Enming Zhang, Biao Yang, Ziming Huang, Lianwen Jin and Xiang Bai, ICDAR 2023 Competition on Detecting Tampered Text in Images, ICDAR 2023 (invited paper)

24.      Chenyang Gao, Yuliang Liu, Shiyu Yao, Jinfeng Bai, Xiang Bai, Lianwen Jin and Cheng-Lin Liu, ICDAR 2023 Competition on Recognition of Multi-line Handwritten Mathematical Expressions, ICDAR 2023 (invited paper)  

 

 

2022

Journal Papers

25.  Songxuan Lai, Lianwen Jin*, Yechen Zhu, Ze Li, Luojun Lin, SynSig2Vec: Forgery-free Learning of Dynamic Signature Representations by Sigma Lognormal-based Synthesis, IEEE TPAMI2022  

26.      Yuliang Liu, Chunhua Shen*, Lianwen Jin*, Tong He, Peng Chen, Chongyu Liu, Hao Chen, ABCNet v2: Adaptive Bezier-Curve Network for Real-time End-to-end Text Spotting, IEEE TPAMI2022

27.      Jiajia Jiang, Songxuan Lai, Lianwen Jin*, Yecheng Zhu, DsDTW: Local Representation Learning with Deep soft-DTW for Dynamic Signature Verification, IEEE Transactions on Information Forensics and Security (TIFS), 2022.  

28.  Canjie Luo, Yuanzhi Zhu, Lianwen Jin*; Zhe Li, Dezhi Peng, SLOGAN: Handwriting Style Synthesis for Arbitrary-Length and Out-of-Vocabulary Text, IEEE TNNLS, 2022

29.      Dezhi Peng, Lianwen Jin*, Weihong Ma, Canyu Xie, Hesuo Zhang, Shenggao Zhu, and Jing Li, Recognition of Handwritten Chinese Text by Segmentation: A Segment-annotation-free Approach, IEEE Transactions on Multimedia (TMM), 2022

30.      Lingyu Liang, Lianwen Jin*, Yong Xu, PDE Learning of Filtering and Propagation for Task-Aware Facial Intrinsic Image Analysis,  IEEE Transactions on Cybernetics (TCYB) , vol.52, no. 2, pp 1021-1034, 2022.

31.      Dezhi Peng, Lianwen Jin*, Yuliang Liu, Canjie Luo, Songxuan Lai, PageNet: Towards End-to-End Weakly Supervised Page-Level Handwritten Chinese Text Recognition, International Journal of Computer Vision (IJCV), 2022. 

32.  Jiajia Jiang, Songxuan Lai, Lianwen Jin*, Yecheng Zhu, Jiaxin Zhang, Bangdong Chen, Learning to Generate Realistic Signatures for Forgery-free Offline Handwritten Signature Verification, Neurocomputing, 2022

33.      Ruben Tolosana, Ruben Vera-Rodriguez, Carlos Gonzalez-Garcia, Santiago Rengifo, Aythami Morales Julian Fierrez, Javier Ortega-Garcia, Juan Carlos Ruiz-Garcia, Sergio Romero-Tapiador, Jiajia Jiang, Songxuan Lai, Lianwen Jin, et al., SVC-onGoing: Signature Verification Competition, Pattern Recognition, 2022. 

34.      Ying Cai, Yuliang Liu*, Chunhua Shen, Lianwen Jin*, Yidong Li, Daji Ergu, Arbitrarily Shaped Scene Text Detection with Dynamic Convolution, Pattern Recognition, 2022. 

35.  高良才, 李一博, 都林, 张新鹏, 朱子仪, 卢宁, 金连文, 永帅, 汤帜,表格识别技术研究进展,中国图象图形学报vol.24, no.6, 2022.   (in Chinese)

 

Conference Papers

36.   Jiapeng Wang, Lianwen Jin*, Kai Ding, LiLT: A Simple yet Effective Language-Independent Layout Transformer for Multilingual Structured Text Understanding, ACL 2022

37.   Canjie Luo, Lianwen Jin*, Jingdong Chen, SimAN: Exploring Self-Supervised Representation Learning of Scene Text via Similarity-Aware Normalization, CVPR 2022

38.      Mingxin Huang, Yuliang Liu, Zhenghao Peng, Chongyu Liu, Dahua Lin, S.G. Zhu, N. Yuan, K. DingLianwen Jin*, SwinTextSpotter: Scene Text Spotting via Better Synergy between Text Detection and Text Recognition, CVPR 2022

39.      Yuxin Kong, Canjie Luo, Weihong Ma, Qiyuan Zhu, Shenggao Zhu, N. Yuan, Lianwen Jin*, Look Closer to Supervise Better: One-Shot Font Generation via Component-Based Discriminator, CVPR 2022

40.      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 MM 2022. oral 

41.      Jiaxin Zhang, Canjie Luo, Lianwen Jin*, Fengjun Guo, Kai Ding, Marior: Margin Removal and Iterative Content Rectification for Document Dewarping in the Wild, ACM MM 2022

42.      Chongyu Liu, Lianwen Jin*, Yuliang Liu, Canjie Luo, Bangdong Chen, Fengjun Guo, Kai Ding, Don't Forget Me: Accurate Background Recovery for Text Removal via Modeling Local-Global Context, ECCV 2022. 

43.      Peirong Zhang, Jiajia Jiang, Yuliang Liu, Lianwen JinMSDS: A Large-Scale Chinese Signature and Token Digit String Dataset for Handwrting VerificationNeurIPS 2022 (Tracks on Datasets and Benchmarks)

44.      Jizhao Ma, Lianwen Jin*, Jiaxin Zhang, Jiajia Jiang, TextSRNet: Scene Text Super-Resolution Based on Contour Prior and Atrous Convolution, ICPR 2022 (oral)( ICPR 2022 Best Scientific Paper Award!)

45.      Yujin Ren, Jiaxin Zhang, Bangdong Chen, Xiaoyi Zhang, Lianwen Jin, Look from a Higher-level Perspective: Attention and Recognition Enhanced Multi-scale Segmentation Network for Scene Text, ACCV 2022 (Oral)

46.      Xiaoyi Zhang, Jiapeng Wang, Lianwen Jin*, Yujin Ren, Yang Xue, CMT-Co: Contrastive Learning with Character Movement Task for Handwritten Text Recognition, ACCV 2022 Oral (Best Application Paper Honorable Mention!)

47.      Xiaoyi Zhang, Tianwei Wang, Jiapeng Wang, Lianwen Jin, Canjie Luo and Yang Xue, ChaCo: Character Contrastive Learning for Handwritten Text Recognition, ICFHR 2022. (Best Student Paper Award!)

48.      Bangdong Chen, Dezhi Peng, Jiaxin Zhang, Yujin Ren and Lianwen Jin, Complex Table Structure Recognition in the Wild using Transformer and Identity Matrix-based Augmentation, ICFHR 2022.

49.      Xiaoyi Zhen, Lianwen Jin, SCUT-CAB: A New Benchmark Dataset of Ancient Chinese Books with Complex Layouts for Document Layout Analysis, ICFHR 2022.

 

2021

Journal Papers:

50.   Canjie Luo, Qingxiang Lin, Yuliang Liu, Lianwen Jin*, Chunhua Shen, Separating Content from Style Using Adversarial Learning for Recognizing Text in the Wild, International Journal of Computer Vision (IJCV), 2021SCI 2021 IF:13.369

51.   Yuliang Liu, Tong He, Hao Chen, Xinyu Wang, Canjie Luo, Shuaitao Zhang, Chunhua Shen*, Lianwen Jin*, Exploring the Capacity of an Orderless Box Discretization Network for Multi-orientation Scene Text Detection, International Journal of Computer Vision (IJCV) 2021 (accepted)SCI IF:7.410

52.   Xiaoxue Chen, Lianwenn Jin*, Yuanzhi Zhu, Canjie Luo, Tianwei Wang, Text Recognition in the Wild: A Survey, accepted to appear in ACM Computing Surveys, 2021.SCI IF:10.282

53.   Tasweer Ahmad, Lianwen Jin, Xin Zhang, Songxuan Lai, Guozhi Tang, Luojun Lin, Graph Convolutional Neural Network for Action Recognition: A Comprehensive Survey, IEEE Trans. Artificial Intelligence, 2021.

54.   Songbin Xu, Yang Xue*, Xin Zhang, Lianwen Jin, A Novel Unsupervised Domain Adaptation Method for Inertia-Trajectory Translation of In-air Handwriting, Pattern Recognition, 2021.SCI IF:7.740

55.   Yong Xu, Haoyang Zou,Yan Huang, Lianwen Jin, Haibin Ling, Super-resolving blurry face images with identity preservation, Pattern Recognition Letters, 2021.SCI IF:3.756

56.   刘崇宇,陈晓雪,罗灿杰,金连文*,薛洋*,刘禹良,自然场景文本检测与识别的深度学习方法,中国图象图形学报vol. 26, no.6, pp1330-1368, 2021.  ( In Chinese)

 

Conference Papers:

57.      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.

58.   Yiqin Zhu, Jianyong Chen, Lingyu Liang, Zhanghui Kuang, Lianwen Jin, Wayne Zhang, Fourier Contour Embedding for Arbitrary-Shaped Text Detection, CVPR 2021.

59.      Towards Robust Visual Information Extraction in Real World: New Dataset and Novel SolutionAAAI 2021. 

60.      Jiapeng Wang, Tianwen Wang, Guozhi Tang, Lianwen Jin*, Weihong Ma, Kai Ding, Yichao Huang, Tag, Copy or Predict: A Unified Weakly-Supervised Learning Framework for Visual Information Extraction using Sequences, IJCAI 2021. 

61.      Guozhi Tang, Lele Xie, Liannwen Jin*, Jiapeng Wang, Jingdong Chen, Zhen Xu, Qianying Wang, Yaqiang, Wu, Hui Li, MatchVIE: Exploiting Match Relevancy between Entities for Visual Information Extraction, IJCAI 2021. 

62.      Yuhao Huang, Lianwen Jin and Dezhi Peng Zero-Shot Chinese Text Recognition via Matching Class Embedding, ICDAR 2021.   

63.      Sihang Wu, Canyu Xie, Yuhao Huang, Guozhi Tang, Qianying Liao, Jiapeng Wang, Bangdong Chen, et al., Improving Machine Understanding of Human Intent in Charts, ICDAR 2021.

64.      Hesuo Zhang, Weihong Ma, Lianwen Jin, et al., DeMatch: Towards Understanding the Panel of Chart Documents, ICDAR 2021.  

65.      Weihong Ma, Hesuo Zhan, et al., Towards an efficient framework for Data Extraction from Chart Images, ICDAR 2021.  

66.      Dezhi Peng, Canyu Xie, Hongliang Li, Lianwen Jin, et al., Towards Fast, Accurate and Compact Online Handwritten Chinese Text Recognition, ICDAR 2021.

67.      Qianying Liao, Qingxiang Lin, Lianwen Jin, Canjie Luo, Jiaxin Zhang, Dezhi Peng and Tianwei Wang, A Multi-level Progressive Rectification Mechanism for Irregular Scene Text Recognition, ICDAR 2021.  

 

 

2020

Journal Papers:

68.      Chongyu Liu, Yuliang Liu, Lianwen Jin*, Suaitao Zhang, Canjie Luo, Yongpan Wang, EraseNet: End-to-End Text Removal in the Wild, IEEE Transactions on Image Processing (TIP), 2020.SCI IF:10.856

69.      Yuliang Liu, Lianwen Jin* Chuanming Fang, Arbitrarily Shaped Scene Text Detection with a Mask Tightness Text Detector, IEEE Transactions on Image Processing (TIP), vol.29, pp 2918-2930, 2020.SCI IF:10.856

70.      Songxuan Lai, Yecheng Zhu, Lianwen Jin*, Encoding Pathlet and SIFT Features with Bagged VLAD for Historical Writer Identification, IEEE Transactions on Information Forensics and Security (TIFS), vol.15, no. 6, pp 3553-3566, 2020.SCI IF:7.178

71.      Sheng Zhang, Yuliang Liu, Lianwen Jin, Zhongrong Wei, Chunhua Shen, OPMP: An Omni-directional Pyramid Mask Proposal Network for Arbitrary-shape Scene Text Detection, IEEE Transactions on Multimedia (TMM) , 2020.SCI IF:6.513

72.      Lingyu Liang, Lianwen Jin*, Yong Xu, PDE Learning of Filtering and Propagation for Task-Aware Facial Intrinsic Image Analysis, IEEE Transactions on Cybernetics (TCYB) , vol.52, no.2, pp 1021-1034, 2020.SCI IF:11.448

73.      Sihang Wu, Jiapeng Wang, Weihong Ma, Lianwen Jin*Precise Detection of Chinese Characters in Historical Documents with Deep Reinforcement Learning, Pattern Recognition, 2020. SCI IF:7.740

74.      Hesuo Zhang, Lingyu Liang*, Lianwen Jin, SCUT-HCCDoc: A New Benchmark Dataset of Handwritten Chinese Text in Unconstrained Camera-captured Documents, Pattern Recognition, 2020.SCI IF: 7.740

75.      Qingxiang Lin, Canjie Luo, Lianwen Jin*, Songxuan Lai, STAN: A Sequential Transformation Attention-based Network for Scene Text Recognition, Pattern Recognition, 2020. SCI IF:7.740

76.   Xiaoxue Chen, Tianwei Wang, Yuanzhi Zhu, Lianwen Jin*, Canjie Luo, Adaptive Embedding Gate for Attention-Based Scene Text Recognition, Neurocomputing, vol.381, pp261-271, 2020.SCI IF:5.719

77.      Yunlong Huang, Zenghui Sun, Lianwen Jin*, Canjie Luo, EPAN: Effective Parts Attention Network for Scene Text Recognition, Neurocomputing, 2020.SCI IF:5.719

78.   Tasweer Ahmad, Lianwen Jin*, Luojun Lin, Guozhi Tang, Action recognition using sparse spatio-temporal GCN with edge effective resistance, Neurocomputing, 2020.SCI IF:5.719

79.      Jiaxin Zhang; Canjie Luo; Lianwen Jin, PhD; Tianwei Wang; Ziyan Li; Weiying Zhou, SaHAN: Scale-aware hierarchical attention network for scene text recognition, Pattern Recognition Letters, 2020.SCI IF:3.756

 

Conference Papers:

80.      Songxuan Lai, Lianwen Jin*, Yecheng Zhu, Huiyun Mao, SynSig2Vec: Learning Representations from Synthetic Dynamic Signatures for Real-world Verification, AAAI 2020. 

81.      Tianwei Wang, Yuanzhi Zhu, Lianwen Jin*, Canjie Luo, Xiaoxue Chen, Yapeng Wu, Qianyin Wang, Decoupled Attention Network for Text Recognition, AAAI 2020. 

82.      Canjie Luo, Yuanzhi Zhu, Lianwen Jin, Yongpan Wang, Learn to Augment: Joint Data Augmentation and Network Optimization for Text Recognition, CVPR 2020.

83.      Yuliang Liu, Hao Cheng, Chunhua Shen, Tong He, Lianwen Jin, Liangwei Wang, ABCNet: Arbitrarily-Shaped Scene Text Spotting with Adaptive Bezier-Curve Network, CVPR 2020.  

84.      Xinyu Wang, Yuliang Liu, Chunhua Sheng, CC Ng, Canjie Luo, Lianwen Jin, et al, On the General Value of Evidence, and Bilingual Scene-Text Visual Question Answering, CVPR 2020.

85.      Yaoxiong Huang, Mengchao He, Lianwen Jin, Yongpan Wang, RD-GAN: Few/Zero-Shot Chinese Character Style Transfer via Radical Decomposition and Rendering, ECCV 2020.  

86.      Canyu Xie, Songxuan Lai, Lianwen Jin and Qianying Liao, High performance offline handwritten Chinese text recognition with a new data preprocessing and augmentation pipeline, DAS 2020.

87.      Weihong Ma, Hesuo Zhang, Lianwen Jin, Sihang Wu, Jiapeng Wang and Yongpan Wang, A Joint OCR and Layout Analysis Framework for Historical Document Digitization, ICFHR 2020.

88.      Zhe Li, Lianwen Jin, Songxuan Lai and Yecheng Zhu, Improving Attention-Based Handwritten Mathematical Expression Recognition with Scale Augmentation and Drop Attention, ICFHR 2020.

89.      Yecheng Zhu, Songxuan Lai, Zhe Li and Lianwen Jin, Point-to-Set Similarity Based Deep Metric Learning for Offline Signature Verification, ICFHR 2020.

 

2019

Journal Papers:

90.      Songxuan Lai, Lianwen Jin*, Recurrent Adaptation Networks for Online Signature Verification, IEEE Transactions on Information Forensics and Security (TIFS), vol.14, no. 6, pp 1624-1637, 2019.SCI IF:7.178

91.      Luojun Lin, Yuliang Liu, Lianwen Jin*, Regression Guided by Relative Ranking Using Convolutional Neural Network (R^3CNN) for Facial Beauty Prediction, IEEE Transactions on Affective Computing (TAFFC), 2019.SCI IF:10.506

92.      Canjie Luo, Lianwen Jin*, Zenghui Sun, MORAN: A Multi-Object Rectified Attention Network for Scene Text Recognition, Pattern Recognition, vol. 90, no.6, pp109-118, 2019SCI IF:7.740

93.      Yuliang Liu, Lianwen Jin*, Shuaitao Zhang, Canjie Luo and Sheng ZhangCurved Scene Text Detection via Transverse and Longitudinal Sequence ConnectionPattern Recognition, vol. 90, no.6, pp337-345, 2019SCI IF:7.740

94.      Zecheng Xie, Yiaoxiong Huang, Lianwen Jin*, Yuliang Liu,Yuanzhi Zhua, Liangcai Gao, Xiaode Zhang, Weakly Supervised Precise Segmentation for Historical Document Images, NeuroComputing, 2019SCI IF:5.719

95.      Yuanzhi Zhu, ZeCheng Xie, Lianwen Jin*, Xiaoxue Chen, Yaoxiong Huang, Ming Zhang, SCUT-EPT: a New Dataset and Benchmark for Offline Chinese Text Recognition in Examination Paper, IEEE Access, vol.7, no.1, pp.370-382, 2019.SCI IF:3.367  

96.      Fan Yang, Lianwen Jin*, Songxuan Lai, Xue Gao, Zhaohai Li, Fully Convolutional Sequence Recognition Network for water meter Number Reading, IEEE Access, vol.7, no.1, pp 11679-11687, 2019.SCI IF:3.367  

97.      Yuliang Liu, Lianwen Jin*, Songxuan Lai, Automatic Labeling of Large Amounts of Handwritten Characters with Gate-guided Dynamic Deep Learning, Pattern Recognition Letters, vol.119, no.3, pp94-102, 2019.SCI IF:3.756

98.      Tasweer Ahmad*, Lianwen Jin, Jialuo Feng, Guoizhi Tang, Human Action Recognition in unconstrained trimmed videos using Residual Attention network and Joints Path Signature, IEEE Access, 2019.SCI IF:3.367

 

Conference Papers:

99.      Zecheng Xie, Yiaoxiong Huang, Yuanzhi Zhu, Lianwen Jin*, Yuliang Liu, Lele Xie, Aggregation Cross-Entropy for Sequence Recognition, CVPR 2019 (Oral).  

100.   Yuliang Liu, Lianwen Jin*, Zecheng Xie, Canjie Luo, Lele Xie, Shuaitao Zhang, Tightness-aware Evaluation Protocol for Scene Text Detection, CVPR 2019.  

101.   Lele Xie, Yuliang Liu, Lianwen Jin*, Zecheng Xie, DeRPN: Taking a further step toward more general object detection, AAAI 2019.  

102.   Shuaitao Zhang, Yuliang Liu, Lianwen Jin*, Yaoxiong Huang, Songxuan LaiEnsNet: Ensconce Text in the Wild, AAAI 2019.  

103.   Yang Chen, Xin Zhang, Lufan Liao, Lianwen Jin, Weixin Yang, Skeleton-based Gesture Recognition Using Several Fully Connected Layers with Path Signature Features and Temporal Transformer Module, AAAI 2019.  

104.   Luojun Lin, Linyu Liang, Lianwen Jin*, Weijie Chen, Attribute-Aware Convolutional Neural Networks for Facial Beauty Prediction, IJCAI 2019.

105.   Yuliang Liu, Sheng Zhang, Lianwen Jin*, Lele Xie, Yaqiang Wu, Zhepeng Wang, Omnidirectional Scene Text Detection with Sequential-free Box Discretization, IJCAI 2019.  

106.   Lingyu Liang, Lianwen Jin, Yong Xu, Adaptive GNN for Image Analysis and Editing, NeurIPS 2019.  

107.   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.

108.   Yunlong Huang , Canjie Luo , Lianwen Jin , Qingxiang Lin , Weiying Zhou, Attention After Attention: Reading Text in the Wild with Cross Attention, ICDAR 2019  

109.   Yaoxiong Huang , Zecheng Xie , Lianwen Jin , Yuanzhi Zhu , Shuaitao Zhang, Adversarial Feature Enhancing Network for End-to-End Handwritten Paragraph Recognition, ICDAR 2019.

110.   Shuangping Huang , Haobin Wang , Yongge Liu, Xiaosong Shi, Lianwen Jin, OBC306: A Large-Scale Oracle Bone Character Recognition Dataset681, ICDAR 2019.

111.   Songxuan Lai , Lianwen Jin, Offline Writer Identification Based on the Path Signature Feature, ICDAR 2019.  

112.   Jinrong Li , Zijian Zhou, Zhizhong Su, Shuangping Huang , Lianwen Jin, A New Parallel Detection-Recognition Approach for End-to-End Scene Text Extraction, ICDAR 2019.  

113.   Yipeng Sun , Zihan Ni , Chee-Kheng Chng , Yuliang Liu , Canjie Luo , Chun Chet Ng , Junyu Han , Errui Ding , Jingtuo Liu , Dimosthenis Karatzas, Chee Seng Chan , Lianwen Jin, ICDAR 2019 Competition on Large-Scale Street View Text with Partial Labeling - RRC-LSVT, ICDAR 2019.

114.   Chee Kheng Chng, Yuliang Liu , Yipeng Sun , Chun Chet Ng , Canjie Luo , Zihan Ni , ChuanMing Fang , Shuaitao Zhang , Junyu Han , Errui Ding , Jingtuo Liu , Dimosthenis Karatzas, Chee Seng Chan , Lianwen Jin, ICDAR2019 Robust Reading Challenge on Arbitrary-Shaped Text - RRC-ArT, ICDAR 2019.

 

2018

Journal Papers:

115.   Zecheng Xie, Zenghui Sun, Lianwen Jin*, Hao Ni and Terry LyonsLearning Spatial-Semantic Context with Fully Convolutional Recurrent Network for Online Handwritten Chinese Text Recognition, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), vol.40, no.8, pp 1903-1917, 2018.SCI IF:16.389  

116.   Zhaoyang Yang, Kathryn Merrick, Lianwen Jin, Hussein Abbass, Hierarchical Deep Reinforcement Learning for Continuous Action Control, IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2018.SCI IF:10.451  

117.   Lele Xie, Tasweer Ahmad, Lianwen Jin*, Yuliang Liu, and Sheng Zhang, A New CNN based Method for Multi-directional Car License Plate Detection, IEEE Transactions on Intelligent Transportation Systems (TITS), vol. 19, no.2, pp. 507-517, 2018SCI IF:6.492

118.   Jingcong Li, Zhu Liang Yu*, Zhenghui Gu, Wei Wu, Yuanqing Li and Lianwen Jin,“A Hybrid Network for ERP Detection and Analysis Based on Restricted Boltzmann Machines”, IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2018, VOL. 26, NO. 3, pp63-572, 2018.SCI IF:3.802  

119.   Pengwei Wang, Lei Ji, Jun Yan, Dejing Dou, Nisansa De Silva, Yong Zhang, Lianwen Jin, Concept and Attention Based CNN for Question Retrieval in Multi-View Learning, ACM Transactions on Intelligent Systems and Technologyvol.9, no.4, pp1-24 2018.SCI IF:4.654

120.   Shuangping Huang, Zhuoyao Zhong, Lianwen Jin* Shuye Zhang, Haobin Wang, DropRegion Training of Inception Font Network for High-Performance Chinese Font Recognition, Pattern Recognition, vo. 77, no. 5, pp 395-411, 2018SCI IF:7.740

121.   Hailin Yang, Lianwen Jin*, Weiguo Huang, Zhaoyang Yang, Songxuan Lai, Jifeng Sun, Dense and Tight Detection of Chinese Charactersin Historical Documents: Datasets and a Recognition Guided Detector, IEEE Acess, 2018.SCI IF:3.367

 

Conference Papers:

122.   The most Sheng Zhang, Yuliang Liu, Lianwen Jin, Canjie LuoFeature Enhancement Network: A Refined Scene Text Detector, AAAI 2018.

123.   Zikai Sun, Dezhi Peng, Zirui Cai, Zirong Chen, Lianwen JinScale Mapping And Dynamic Re-Detecting In Dense Head Detection, ICIP 2018.

124.   Dezhi Peng, Zikai Sun, Zirong Chen, Zirui Cai, Lele Xie, Lianwen Jin, Detecting Heads Using Feature Refine Net and Cascaded Multi-Scale Architecture, pp2528-2533, ICPR 2018.  

125.   Luojun Lin, Lingyu Liang and Lianwen Jin*, R^2-ResNeXt: A ResNeXt-Based Regression Model with Relative Ranking for Facial Beauty Prediction, pp85-90, ICPR 2018. 

126.   Lingyu Liang, Luojun Lin, Lianwen Jin*, Duorui Xie and Mengru Li, SCUT-FBP5500: A Diverse Benchmark Dataset for Multi-Paradigm Facial Beauty Prediction, pp1598-1633, ICPR 2018. 

127.   Haobin Wang, Shuangping Huang and Lianwen JinFocus on Scene Text Using Deep Reinforcement Learning, pp3759-3765, ICPR 2018. 

128.   Mengchao He, Yuliang Li2, Zhibo Yang, Sheng Zhang, Canjie Luo, Feiyu Gao, Qi Zheng, Yongpan Wang, Xin Zhang and Lianwen Jin ICPR2018 Contest on Robust Reading for Multi-Type Web Imagespp7-13, ICPR 2018.  

129.   Manfei Liu, Zecheng Xie, YaoXiong Huang, Lianwen Jin*, Weiyin Zhou, Distilling GRU with Data Augmentation for Unconstrained Handwritten Text Recognition, pp56-61, ICFHR 2018.

130.   Yafeng Yang, Kaihuan Liang, Xuefeng Xiao, Zecheng Xie, Lianwen Jin*, Jun Sun, Weiying Zhou, Accelerating and Compressing LSTM Based Model for Online Handwritten Chinese Character Recognition, pp110-115, ICFHR 2018.

131.   Songxuan Lai, Lianwen Jin, Learning Discriminative Feature Hierarchies for Off-Line Signature Verification, pp175-180, ICFHR 2018.

132.   Hailin Yang, Lianwen Jin*, Jifeng Sun, Recognition of Chinese Text in Historical Documents with Page-Level Annotations, pp199-204, ICFHR 2018.

133.   Zhe Li, Lianwen Jin, Songxuan Lai, Rotation-Free Online Handwritten Chinese Character Recognition using Two-Stage Convolutional Neural Network, pp205-210, ICFHR 2018.

134.   Yaoxiong Huang, Zecheng Xie, Manfei Liu, Shuaitao Zhang, and Lianwen Jin, Deep Word Association: A Flexible Chinese Word Association Method with Iterative Attention MechanismPRCV 2018. Lecture Notes in Computer Science, vol 11258. Springer

135.   Qingxiang Lin, Lingyu Liang, Yaoxiong Huang, and Lianwen Jin, Learning to Generate Realistic Scene Chinese Character Images by Multitask Coupled GAN, PRCV 2018. Lecture Notes in Computer Science, vol 11258. Springer.

 

 

2017

Journal Papers:

136.   Pengwei Wang  Tianyong Hao  Jun Yan  Lianwen Jin, Largescale extraction of drug–disease pairs from the medical literature, JOURNAL OF THE ASSOCIATION FOR INFORMATION SCIENCE AND TECHNOLOGY, 68(11):2649–2661, 2017SCI IF:2.687

137.   Lingyu Liang, Lianwen Jin and Deng Liu, Edge-Aware Label Propagation for Mobile Facial Enhancement on the Cloud. IEEE Transactions on Circuits and Systems for Video Technology. 2016. (SCI, IF= 3.558)SCI IF:4.685

138.   Xuefeng Xiao, Lianwen Jin*, Yafeng Yang, Weixin Yang, Jun Sun, Tianhai Chang, Building Fast and Compact Convolutional Neural Networks for Offline Handwritten Chinese Character Recognition, Pattern Recognition, vo. 72, no. 12, pp 72-81, 2017SCI IF:7.740

139.   Songxuan Lai, Lianwen Jin*, Weixin Yang, Toward high-performance online HCCR: a CNN approach with DropDistortion, path signature and spatial stochastic max-pooling, Pattern Recognition Letters,   2017SCI IF:3.756

140.   Yuliang Liu, Lianwen Jin*, Songxuan Lai, Automatic Labeling of Large Amounts of Handwritten Characters with Gate-guided Dynamic Deep Learning,  Pattern Recognition Letters, DOI information: 10.1016/j.patrec.2017.02.011, 2017.SCI IF:3.756

141.   Feng Ziyong, Yang Zhaoyang, Jin Lianwen, Huang Shuangping*, Sun Jun, Robust shared feature learning for script and handwritten/machine-printed identification, Pattern Recognition Letters,  100 (12): 6-13, 2017.SCI IF:3.756

 

Conference Papers:

142.   Yuliang Liu, Lianwen Jin*, Deep Matching Prior Network: Toward Tighter Multi-oriented Text Detection, CVPR 2017.

143.   Zhaoyang Yang, Kathryn Merrick, Hussein Abbass, Lianwen JinMulti-Task Deep Reinforcement Learning for Continuous Action Control, IJCAI 2017.  

144.   Pengwei Wang, Zhongyuan Wang, Lei Ji, Jun Yan, Lianwen Jin, Can Machines Intelligently Propose Novel and Reasonable Scientific Hypotheses, WWW 2017  

145.   Zhuoyao Zhong, Lianwen Jin*, Shuangping Huang, DeepText: A New Approach for Text Proposal Generation and Text Detection in Natural Images, ICASSP 2017.

146.   Jie Xu, Linyu Liang, Lianwen Jin*, Huiyun Mao, Facial Attractiveness Prediction using Psychologically Inspired Convolutional Neural Networks (PI-CNN), ICASSP 2017.  

147.   Pengwei Wang, Yong Zhang, Jie Li, Jun Yan, Lianwen Jin,  Concept Embedded Convolutional Semantic Model for Question Retrieval, Proceedings of the Tenth ACM International Conference on Web Search and Data Mining WSDM 2017.

148.   Lingyu Lianwen, Duorui Xie, Lianwen Jin, et al, region-aware scattering convolution networks for facial beauty prediction, IEEE ICIP 2017.

149.   Zhaoyang Yang, Lianwen Jin, et al, Identifying Machine-Printed and Handwritten Texts using DropRegion and Deep Convolutional Network, ICDAR 2017.

150.   Xuefeng Xiao, Yafeng Yang, Tasweer Ahmad, Lianwen Jin, Tianhai Chang, Design of a Very Compact CNN Classifier for Online Handwritten Chinese Character Recognition Using DropWeight and Global Pooling, ICDAR 2017.  

151.   Kaihuan Liang, Lianwen Jin, et al, A Comprehensive Analysis of Misclassified Handwritten Chinese Character Samples by Incorporating Human Recognition,  ICDAR 2017.  

152.   Manfei Liu, Lianwen Jin, Zecheng Xie, PS-LSTM- Capturing Essential Sequential Online Information with Path Signature and LSTM for Writer Identification, ICDAR 2017.

153.   Songxuan Lai, Lianwen Jin, Weixin Yang,   Online Signature Verification using Recurrent Neural Network and Length-normalized Path Signature Descriptor, ICDAR 2017.  

154.   Wenbin Wu, Chenyang Li, Zhuo Chen, Xin Zhang, Lianwen Jin,  YOLSE- Egocentric Fingertip Detection From Single RGB Images, ICCV 2017 HAND workshop, 2017. (Best paper award)

155.   Chenyang Li, Zhuo Chen, Xin Zhang, Lianwen Jin, LPSNet- A Novel Log Path Signature Feature based Hand Gesture Recognition, ICCV 2017 HAND workshop, 2017.

 

2016

Journal Papers:

156.   Weixin Yang, Lianwen Jin and Manfei Liu, Deepwriterid: An End-to-End Online Text-Independent Writer Identification System. IEEE Intelligent Systems. 31: 45-53, 2016. (SCI, IF=2.534, JCR Ranking Q2)SCI IF:3.405

157.   Weixin Yang, Lianwen Jin, Dacheng Tao, Zecheng Xie, Ziyong Feng, DropSample: A New Training Method to Enhance Deep Convolutional Neural Networks for Large-Scale Unconstrained Handwritten Chinese Character Recognition, Pattern Recognition, 2016.SCI IF:7.740

158.   Shuye Zhang, Lianwen Jin and Liang Lin, Discovering Similar Chinese Characters in Online Handwriting with Deep Convolutional Neural Networks. International Journal on Document Analysis and Recognition (IJDAR). 1-16, 2016.SCI IF:2.085

159.   Dapeng Tao, Lianwen Jin, Yuan Yuan and Yang Xue, Ensemble Manifold Rank Preserving for Acceleration-Based Human Activity Recognition. IEEE Transactions on Neural Networks and Learning Systems. 27: 1392-1404, 2016.SCI IF:10.451

160.   Dapeng Tao, Xu Lin, Lianwen Jin and Xuelong Li, Principal Component 2-D Long Short-Term Memory for Font Recognition on Single Chinese Characters. IEEE Transactions on Cybernetics. 46: 756-765, 2016.SCI IF:11.448

 

Conference Papers:

161.   Shuye Zhang1, Mude Lin, Tianshui Chen, Lianwen Jin, Liang Lin, CHARACTER PROPOSAL NETWORK FOR ROBUST TEXT EXTRACTIO, ICASSP 2016.

162.   Ziyong Feng, Zenghui Sun, Lianwen Jin, LEARNING DEEP NEURAL NETWORK USING MAX-MARGIN MINIMUM CLASSIFICATION ERROR, ICASSP 2016.

163.   Chengcheng Wang, Harold Mouchere, Christian Viard-Gaudin, Lianwen Jin, Combined Segmentation and Recognition of Online Handwritten Diagrams with High Order Markov Random Field, pp 252-257, Shenzhen, Guangdong, China, October 23-26, ICFHR 2016.

164.   Zenghui Sun, Lianwen Jin, Zecheng Xie, Ziyong Feng, Shuye Zhang, Convolutional Multi-directional Recurrent Network for Offline Handwritten Text Recognition, pp 240-245, Shenzhen, Guangdong, China, October 23-26, ICFHR 2016.

165.   Zhuoyao Zhong, Weishen Pan, Lianwen Jin, Harold Mouchère, Christian Viard-Gaudin, SpottingNet: Learning the Similarity of Word Images with Convolutional Neural Network for Word Spotting in Handwritten Historical Documents, pp 295-300, ICFHR 2016.

166.   Fan Yang, Lianwen Jin, Weixin Yang, Ziyong Feng, Shuye Zhang, Handwritten/Printed Receipt Classification using Attention-Based Convolutional Neural Network, pp 384-389, Shenzhen, Guangdong, China, October 23-26, ICFHR 2016.

167.   Zecheng Xie, Zenghui Sun, Lianwen Jin, Ziyong Feng, Shuye Zhang, Fully Convolutional Recurrent Network for Handwritten Chinese Text Recognition, pp 4000-4005, Cancun, Mexico, December 4 - 8, ICPR 2016.

168.   Weixin Yang, Lianwen Jin, Hao Ni, Terry Lyons, Rotation-free Onine Handwritten Character Recognition using Dyadic Path Signature Features, Handging Normalization, and Deep Neural Network, pp 4072-4077, Cancun, Mexico, December 4 - 8, ICPR 2016.

169.   131. Xiaorui Liu, Yichao Huang, Xin Zhang , Lianwen Jin, Fingertip in the Eye: An Attention-Based Method for Real-Time Hand Tracking and Fingertip Detection in Egocentric Videos, Volume 662 of the series Communications in Computer and Information Science, pp 145-154.

170.   Yichao Huang, Xiaorui Liu, Xin Zhang, Lianwen Jin, A Pointing Gesture Based Egocentric Interaction System: Dataset, Approach and Application, CVPR Workshop, 2016.

171.   Pengwei Wang, Jie Li, Jun Yan, Lianwen Jin, W.Y. Ma, Learning to Extract Conditional Knowledge for Question Answering using Dialogue, pp 277-286, Indianapolis, Indiana, USA, October 24 - 28, CIKM 2016.

 

2015

Journal Papers:

172.   Lingyu Liang, Lianwen Jin*, Xin Zhang and Yong Xu*, Multiple Facial Image Editing Using Edge–Aware PDE Learning Computer Graphics Forum 34(7): 203–212, 2015.SCI IF:2.078 

173.   Shuangping Huang, Lianwen Jin+, Kunnan Xue, Yuan Fang, Online Primal-dual Learning for a Data-dependent Multi-kernel Combination Model with Multi-class Visual Categorization Applications, Information Science, doi:10.1016/j.ins.2015.05.009, 2015.SCI IF:6.795

174.   Shuangping Huang, Lianwen Jin, Online Multi-kernel Learning Based on a Triple Norm Regularizer for Semantic Image Classification, Mathematical Problems in Engineering, 2015.SCI IF:1.305 

175.   Ziyong Feng, Lianwen Jin+, et.al, DLANet: A Manifold-Learning-based Discriminative Feature Learning Network for Scene Classification, Neurocomputing, doi:10.1016/j.neucom.2015.01.043, online on Feb.3, 2015.SCI IF:5.719

176.   Feibin Yanga, Qinghua Huang, Lianwen Jin, Alan Wee-Chung Liew, Segmentation and recognition of multi-model photo event, NeuroComputing, 172(8):159-167, 2015.SCI IF:5.719

177.   Dapeng Tao, Lianwen Jin, Y. Wang, X. Li, Person Re-Identification by Minimum Classification Error-Based KISS Metric Learning, IEEE Transactions on Cybernetics, 2015SCI IF:11.448

 

Conference Papers:

178.   Zhuoyao Zhong, Lianwen Jin and Ziyong Feng, Multi-font Printed Chinese Character Recognition using Multi-pooling Convolutional Neural Network, ICDAR 2015.  

179.   Weixin Yang, Lianwen Jin and Manfei Liu, Chinese Character-level Writer Identification using Path Signature Feature, DropStroke, and Deep CNN, ICDAR 2015. 

180.   Weixin Yang, Lianwen Jin, Zecheng Xie and Ziyong Feng, Improved Deep Convolutional Neural Network For online Handwritten Chinese Character Recognition using Domain-Specific Knowledge, ICDAR 2015. 

181.   Zhuoyao Zhong, Lianwen Jin and Zecheng Xie, High Performance Offline Handwritten Chinese Character Recognition Using GoogLeNet and Directional Feature Maps, ICDAR 2015.

182.   Liquan Qiu, Lianwen Jin, Ruifen Dai, Yuxiang Zhang and Lei Li, An Open SourceTesting Tool for Evaluating Handwriting Input Methods, ICDAR 2015.  

183.   Meijun He, Shuye Zhang, Huiyun Mao and Lianwen Jin, Recognition Confidence Analysis of Handwritten Chinese Character with CNN, ICDAR 2015. 

184.   Duorui Xie, Lingyu Liang, Lianwen Jin, Jie Xu, Mengru Li, SCUT-FBP-A Benchmark Dataset for Facial Beauty Perception, IEEE SMC 2015

185.   Yichao Huang, Xiaorui Liu, Lianwen Jin, Xin Zhang, DeepFinger: A Cascade Convolutional Neuron Network Approach to Finger Key Point Detection in Egocentric Vision with Mobile Camera, IEEE SMC 2015

186.   Lingyu Liang, Deng Liu and Lianwen Jin, FaceMore: A Face Beautification Algorithm Platform on the Cloud, IEEE SMC 2015

 

2014

Journal Papers:

187.   Lingyu Liang, Lianwen Jin, Xuelong Li, Facial Skin Beautification Using Adaptive Region-Aware Masks, IEEE Transactions Cybernetics, vol.44, no.12, pp2600 – 2612, 2014.SCI IF:11.448

188.   Dapeng Tao, L. Jin et al. “Rank Preserving Discriminant Analysis for Human Behavior Recognition on Wireless Sensor Networks,” IEEE Transactions on Industrial Informatics, vol.10, no.1, pp813-823, 2014.SCI IF:10.215

189.   Dapeng Tao, Lianwen Jin, Shuye Zhang, Zhao Yang, Yongfei Wang, Sparse Discriminative Information Preservation for Chinese Character Font Categorization, Neurocomputing 129pp 159-167, 2014.SCI IF:5.719  

190.   Dapeng Tao, Lianwen Jin, Similar Handwritten Chinese Character Recognition by Kernel Discriminative Locality Alignment, Pattern Recognition Letters vol.35, no.1, pp186-194, 2014.SCI IF:3.756

191.   杨钊,金连文,陶大鹏,大数据下的基于深度神经网的相似汉字识别,《通信学报》, 2014 (in Chinese)

192.   Qinghua Huang; Xiao Bai; Yingguang Li; Lianwen Jin; Xuelong LiOptimized graph-based segmentation for ultrasound imagesNeurocomputing, 2014 (SCI JCR Q1)SCI IF:5.719

 

2013

Journal Papers:

193.   Xin Zhang, Zhichao Ye , Lianwen Jin, Ziyong Feng, A New Writing Experience: Finger Writing in the Air Using a Kinect Sensor, IEEE Multimedia, 20(4), pp85-93, 2013. (SCI IF: 1. 767 )SCI IF:5.633

194.   Lingyu Liang, Lianwen Jin*, A New Face Relighting Method Based on Edge-Preserving Filter IEICE Trans. Information and Systems Vol.E96-D, No.12,pp. 2904-2907, 2013.SCI IF:0.559

195.   Huang, Shuangping, Lianwen Jin*, Yuan Fang, Xiaoxin Wei. "Online Heterogeneous Feature Fusion Machines for Visual Recognition." Neurocomputing (2013), online on July 2, 2013.SCI IF:5.719

196.   D. Tao, L. Jin, Z. Yang, and X. Li, “Rank Preserving Sparse Learning for Kinect based Scene Classification,” IEEE Transactions on Cybernetic, vol. 43, no. 5, pp. 1406-1417, 2013.SCI IF:11.448 

197.   Dapeng Tao, Lianwen Jin, Yongfei Wang, Yuan Yuan, and Xuelong Li, Person Re-Identification by Regularized Smoothing KISS Metric Learning, IEEE Transactions On Circuits and Systems for Video Technology, vol.23, no.10, pp1675-1685, 2013.SCI IF:4.685 

198.   D. Tao, L. Jin, W. Liu, and X. Li., “Hessian Regularized Support Vector Machines for Mobile Image Annotation on the Cloud,” IEEE Transactions on Multimedia, vol. 15no. 4, pp. 833-844, 2013.SCI IF:6.513 

199.   Qinghua Huang, Zhao Yang, Wei Hu, Lianwen Jin, Gang Wei, Tracking in Freehand 3D Ultrasound System and Its Applications to Phantoms and Real Human Tissues, IEEE Transactions SMC-C, vol.41, no.12, pp.1471-1482, 2013.SCI IF:11.448

 

Conference Papers:

200.   Zhichao Ye, Xin Zhang, Lianwen Jin, Ziyong Feng, Shaojie Xu, FINGER-WRITING-IN-THE-AIR SYSTEM USING KINECT SENSOR, in Proc. IEEE ICME 2013  

201.   Shuye Zhang, Lianwen Jin+, Dapeng Tao, Zhao YangA faster method for Chinese font recognition based on Harris cornerin Proc. IEEE SMC 2013

202.   Linyu Liang, Lianwen Jin, Image-Based Rendering for Ink Painting, in Proc. IEEE SMC 2013.

203.   Linyu Liang, Lianwen Jin, Facial Skin Beautification using Region-Aware Mask, in Proc. IEEE SMC 2013.

204.   Yan Gao, Lianwen Jin, Weixin Yang, An Empirical Comparative Study of Online Handwriting Chinese Character Recognition, ICDAR 2013.  

 

2012

Journal Papers:

205.   Dapeng Tao, Lianwen Jin, Discriminative Information Preservation for Face Recognition, Neurocomputing . 91: 11-20 , 2012.SCI IF:5.719  

206.    Xue Gao, Jinzhi Guo, Lianwen Jin, Dimensionality Reduction by Locally Linear Discriminant Analysis for Handwritten Chinese Character Recognition, IEICE TRANSACTIONS on Information and Systems  Vol.E95-D  No.10  pp.2533-2543.SCI IF:0.559

207.   Nanxi Li, Lianwen Jin, A Bayesian-based method of unconstrained handwritten offline Chinese text line recognitionInternational Journal on Document Analysis and Recognition, 2012.SCI IF:2.085

208.   Li, X.T.  Fan, L.S.  Jin LianwenLi, X.T.  Fan, L.S.  Jin Lianwen Analytical density function of sum of Gaussian noise and SαS interferenceElectronics Letters, 281: 47 - 482012.SCI IF:1.314

209.   Zheng SH, Huang QH*, Jin LW, and Wei G. Real-time Extended-Field-of-View ultrasound based on a standard PC. Applied Acoustics. 73 (4): 423-432, 2012.SCI IF:2.639

210.   Qinghua Huang, Suying Lee, Longzhong Liu, Minhua Lu, Lianwen Jin and Anhua LiA Robust Graph-Based Segmentation Method for Breast Tumors in Ultrasound ImagesUltrasonics522):266-2752012.SCI IF:2.890

211.   Xue Gao, Lianwen Jin, A Vision-based Fast Chinese Postal Envelope Identification System, Journal of Information Science and Engineering, 28(1):31-49, 2012.SCI IF:0.440

 

Conference Papers:

212.   Lianwen Jin, Yang Xue, Huiyun Mao, Hengzhi Zhang A new weightlessness-like based fall detection algorithm for a single tri-axial accelerometers, ICPR 2012.  

213.   Yan Gao, Huiyun Mao, Lianwen Jin, Nanxi Li, Reduce the Storage of Incremental MQDF Classifier for Chinese Writer Adaptation, ICPR 2012.  

 

2011

Journal Papers:

214.   Qinghua Huang, Dacheng Tao, Xuelong Li, Lianwen Jin, Exploiting Local Coherent Patterns for Unsupervised Feature Ranking, IEEE Transactions on Systems, Man, and Cybernetics, vol.41, no.12, pp.1471-1482, 2011.

215.   Yang Xue, Lianwen Jin, Discrimination between Upstairs and Downstairs based on  Accelerometer, IEICE TRANSACTIONS on Information and Systems, Vol.E94-D,No.6,pp1173-1177, 2011.SCI IF:0.559

216.   Lihua Guo, Lianwen Jin, Laplacian Support vector machines with multi-kernel learning, IEICE TRANSACTIONS on Information and Systems, vol. E94-D, no.2, pp379-383, 2011.SCI IF:0.559

217.   Lianwen Jin, Yan Gao, et.al,  SCUT-COUCH2009----A Comprehensive Online Unconstrained Chinese Handwriting Database andenchmark Evaluation, International Journal on Document Analysis and Recognition (IJDAR),  vol.14, no.1, pp53-64, 2011.SCI IF:2.085

218.   Qinghua Huang , Suying Lee, Longzhong Liu, Minhua Lu, Lianwen Jin, Anhua Li, A robust graph-based segmentation method for breast tumors in ultrasound  images, Ultrasonics, 2011.SCI IF:2.890

 

Conference Papers:

219.   Kai Ding, Lianwen Jin, Gang Liu, Jinglian Gao, Zhonghao Mei, Incremental learning of MQDF for writer adaptation, ICIC Express Letters, Part B: Applications (ICIC-ELB)vol.2, no.1, pp25-30, 2011.

220.   Shuangping Huang, Lianwen JinA New Multi-Label Scene Categorization Method Using Color Incorporated Biologically Inspired Features and MIML SVMICIC Express Letters, Part B: Applications (ICIC-ELB), vol.2, no.2, pp287-293, 2011.

221.   薛洋,金连文, 一种基于加速度传感器的书写识别旋转特征提取方法, 模式识别与人工智能vol.24, no.4, pp492-500, 2011. (in Chinese).

222.   Xue Gao, Jinzhi Guo, and Lianwen Jin , A New Feature Optimization Method Based on Two-directional 2DLDA For Handwritten Chinese Character Recognition, pp232-236, ICDAR 2011.  

223.   Dapeng Tao, Linyu Liang, Lianwen Jin, Yan Gao, Similar Handwritten Chinese Character Recognition using Discriminative Locality Alignment Manifold Learning, ICDAR 2011 

224.   Yan Gao, Lianwen Jin, Cong He, Guibin Zhou,  Handwriting Character Recognition as a ServiceA New Handwriting Recognition System Based on Cloud Computing,  pp885-889, ICDAR 2011 

225.   Shuangping Huang, Lianwen Jin, Online Heterogeneous Feature Fusion Machine for Visual Recognition, ICDM Workshop on LSVA, Dec.2011

 

Before 2010

226.   Lianwen JinKai Ding, Zhibin Huang, Incremental Linear Discriminant Analysis for Writer-Adaptive Online Chinese Handwriting Recognition, Neurocomputing 73(10):1614-1623, 2010.SCI IF:2.890

227.   毛慧芸,金连文,杜明辉,基于几何特征及C4.5的人脸美丽分类方法,模式识别与人工智能vol.23, no.6, pp809-814, 2010.  (in Chinese)

228.   Teng Long, Lianwen JIN, Building Compact MQDF Classifier for Large Character Set Recognition by Subspace Distribution Sharing, Pattern Recognition  vol.41, no.9, pp2916-2926, 2008.SCI IF:7.740

229.   X.T. LI, J. SUN, L.W. JIN and M. LIU. Bi-parameter CGM model for approximation of α-stable PDF. Electronics Letters, Vol.44, Issue 18, August 2008, pp.1096-1097.SCI IF:1.314

230.   李旭涛,王首勇,金连文. 应用Alpha稳定分布对雷达杂波的辨识. 电子与信息学报 200830(9) :2042-2045.  (in Chinese)

231.   Lianwen Jin, Duanduan Yang, Li-Xin Zhen, Jian-Cheng Huang, A Novel Vision based Finger-writing Character Recognition System, Journal of Circuit, System and Computer. Vol.16, no.3, pp421-436.

232.   Lianwen JIN  CaiHong CHEN, Li-Xin ZHEN, Jian-Cheng HUANG, Real-Time Fingertip Detection From Cluttered Background for Vision-based HCI, Journal of Communication and Computer, vol.2, no.9, pp1-8, 2005.

233.   Hong-Bo Deng, Lian-Wen Jin, Li-Xin Zheng, Jian-Cheng Huang, A New Facial Expression Recognition Method Based on Local Gabor Filter Bank and PCA plus LDA, International Journal of Information Technology. Vol.11, no.11. pp86-96, 2005..

234.   Duan-Duan Yang, Lian-Wen JIN, Facial Expression Recognition with Pyramid Gabor Features and Complete Kernel Fisher Linear Discriminant AnalysisInternational Journal of Information Technology, vol.11, no.9, pp91-100,  2005.

235.   高学,徐睿, 金连文, 尹俊勋, 镇立新, 一种基于运动图像的在线手写汉字识别方法, 《电子学报》vol.32, no.8, pp1273-1276, 2004. (in Chinese)

236.   金连文,秦剑钊,基于Gabor方向特征及神经网络的车牌字符图像识别,《中国图像图形学报》,Vol. 8Spec.,: 643-646, 2003 (in Chinese)

237.   高学, 金连文,尹俊勋,基于多通道PCA模型的手写汉字识别方法,《中国图像图形学报》Vol.8, No7, pp.788-791, 2003 (in Chinese)

238.   金连文,黄建成,尹俊勋,变形变换及其在手写体汉字整形中的应用,《中国图像图形学报》,Vol.7, No.2, pp.170-175, 2002 (in Chinese)

239.   高学,金连文,尹俊勋,黄建成,一种基于支持向量机的手写汉字识别方法,《电子学报》vol.30, no.5, pp6516542002 (in Chinese)

240.   高学, 金连文,尹俊勋,基于笔划密度的弹性网格特征提取方法《模式识别与人工智能》vol.15, no.3,  pp.351-354, 2002 (in Chinese)

241.   Lianwen JIN, Gang Wei, Handwritten Chinese Character Recognition with Directional Decomposition Cellular Features, Journal of Circuit, System and Computer, Vol.8, No.4, pp.517-524, 1999.SCI IF:1.333

242.   金连文, 徐秉铮, 限定性手写体汉字识别的一种可变形弹性匹配模型, 《电子学报》,vol.25, no.5, pp35-38, 1997  (in Chinese)

243.   金连文, 徐秉铮,“基于多级神经网络结构的手写体汉字识别,《通信学报》vol.18no.5, pp21-27, 1997 (in Chinese)

 

244.   Shuangping Huang, Lianwen Jin, ENHANCED VISUAL CATEGORIZATION PERFORMANCES BY INCORPORATION OF SIMPLE FEATURES INTO BIM FEATURES, ICIP 2010

245.   Hanyu Yan, Lianwen Jin, Christian Viard-Gaudin, Harold Mouchère,SCUT-COUCH2009-TL: An Unconstrained Online Handwritten Chinese Text Lines Dataset, ICFHR 2010.

246.   Gang Liu, Lianwen Jin, Kai Ding, Hanyu Yan, A new approach for synthesis and recognition of large scale handwritten Chinese words, ICFHR 2010

247.   Kaiding, Lianwen Jin, Incremental MQDF Learning for Writer Adaptive Handwriting Recognition, ICFHR 2010.

248.   ang Bai, Lihua Guo, Lianwen Jin, Qinghua Huang, A NOVEL FEATURE EXTRACTION METHOD USING PYRAMID HISTOGRAM OF ORIENTATION GRADIENTS FOR SMILE RECOGNITION, IEEE ICIP , 2009  

249.   Zhibin Huang, Kai Ding, Lianwen Jin, Xue Gao, Writer Adaptive Online Handwriting Recognition Using Incremental Linear Discriminant Analysis, pp91-95, ICDAR 2009. 

250.    Kai Ding, Guoqiang Deng, Lianwen Jin, An Investigation of Imaginary Stroke Technique for Cursive Online Handwriting Chinese Character Recognition, pp531-535, ICDAR 2009

251.   Zhiyi Zhang, Lianwen Jin, Kai Ding, Xue Gao, Character-SIFT: a novel feature for offline handwritten Chinese character recognition, pp763-767, ICDAR 2009

252.   Weiping Xia, Lianwen JinA Kai Style Calligraphic Beautification Method for Handwriting Chinese Character,pp798-802, ICDAR 2009

253.   Shengming Huang, Lianwen Jin, Jin Lv, A Novel Approach for Orienta- tion Free Chinese Character Recognition, pp1136-1140, ICDAR 2009

254.   Kai Ding, Lianwen Jin, Xue Gao, A New Method for Rotation Free Online Unconstrained Handwritten Chinese Word Recognition A Holistic Approach, International Conference on Document Analysis and Recognition, pp1131-1135, ICDAR 2009

255.   Liu ZhiBin, Jin Lianwen, LatticeSVM---A New method for Multi-class support Vector Machines, Proceedings of IEEE IJCNN,vol.1, pp727-733, Hongkong, 2008.6.  

256.   Teng Long, Lianwen Jin, A Novel Orientation Free Method for Online Unconstrained Cursive Handwritten Chinese Word Recognition, ICPR2008, Dec. 2008.  

257.   Xinghua Zhu, Lianwen Jin, Calligraphic Beautification of Handwritten Chinese Characters: A Patternized Approach to Handwriting Transfiguration, in Proceedings of International Conference on Frontier on Handwriting Recognition (ICFHR 2008), Aug. 2008-10-25 (EI)

258.   YunYang Li, Lianwen Jin, Xinhua Zhu, Teng Long, SCUT-COUCH2008: A Comprehensive Online Unconstrained Chinese Handwriting Dataset, in Proceedings of International Conference on Frontier on Handwriting Recognition (ICFHR2008) (EI)

259.   Zhenyu He, Zhibin Liu, Lianwen Jin, Weightlessness Feature — A Novel Feature for Single Tri-axial Accelerometer, ICPR 2008, Dec.2008.

260.   DangDang YANG, Lianwen JIN, Kernel Modified Quadratic Discriminant Function for Online Handwritten Chinese Characters Recognition, ICDAR 2007  

261.   Teng Long, Lianwen JIN, Building Compact MQDF Classifier for Off-line Handwritten Chinese Characters by Subspace Distribution Sharing, ICDAR 2007

262.   DangDang YANG, Lianwen JIN, Handwritten Chinese Character Recognition Using Modified LDA and Kernel FDA, ICDAR 2007

263.   Lianwen JIN, XiaoNa ZU, Synthesis of Chinese Character sing Affine Transformation, ICDAR 2007

264.   DangDang YANG, Lianwen JIN, Li-Xin Zhen, Jian-Cheng Huang l, Finger-Written Chinese Characters Rcognition using Hierarchical LDA, ICDAR 2007

265.   Lianwen Jin, Duanduan Yang, Li-Xin Zhen, Jian-Cheng Huang,  A Novel Vision based Finger-writing Character Recognition System, ICPR 2006

266.   Teng LON G, Lianwen Jin, Li-Xin Zheng, Jian-Cheng Huang, ONE STROKE CURSIVE CHARACTER RECOGNITION USING COMBINATION OF DIRECTIONAL AND POSITIONAL FEATURES,  ICASSP 2005.

267.   Teng LONG, Lianwen Jin, Hybrid Recognition of One Stroke Style Cursive Handwriting Characters, ICDAR 2005. 

268.   Xue Gao, Lian-Wen Jin, Jun-Xun Yin, Jian-Cheng HuangA New Stroke-Based Directional Feature Extraction Approach for Handwritten Chinese Character Recognition, ICDAR 2001.  

 

(Note: The impact factors for most publications before 2021 use the metrics from JCR 2020/2021)

 

Awards

1.       New Century Excellent Talent Program of MOE, China, 2006.1

2.       Guangdong Pearl River Distinguished Professor, 2011.8

3.       The First prize of Guangdong Science and Technology Progress Award, 2012.3

4.       The Second prize of Guangdong Science and Technology Progress Award, 2017.1

5.       The Second prize of Guangdong Science and Technology Progress Award, 2018.2

6.       Winner of CVPR 2016 VIVA HAND Challenge

7.       Winner of ICDAR 2017 MLT Competition Task 1

8.       Winner of ICDAR 2017 MLT Competition Task 3

9.       Winner of ICFHR 2018 Thai Student Signature and Name Component Recognition and Verification Competition

10.    Winner of ICDAR 2019 ICDAR-HDRC-IR Competition

11.    Winner of ICDAR 2019 ICDAR-HDRC-Chinese Competition Task1

12.    Winner of ICDAR 2019 ICDAR-HDRC-Chinese Competition Task2

13.    Winner of ICDAR 2019 CDAR-HDRC-Chinese Competition Task3

14.    Winner of ICDAR 2019 ICDAR-ReCTS Competition Task2

15.    Winner of ICDAR 2019 ICDAR-ReCTS Competition Task3

16.