穿着西装的人在微笑

描述已自动生成

华南理工大学电子与信息学院 教授,博士生导师

深度学习与视觉计算实验室 主任

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

地址:广东省广州市五山路381号华南理工大学逸夫科学馆

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

DBLP: https://dblp.org/pid/54/3221.html

[English Version]

 

个人简介

1991年本科毕业于中国科技大学无线电系,获无线电新技术专业及计算机软件及应用技术专业双学位,1996年于华南理工大学通信与电子系统专业获博士学位。2006入选教育部新世纪优秀人才,2011年入选省级人才项目。目前为华南理工大学二级教授,博士生导师,曾兼任IEEE Signal Processing Guangdong Chapter主席(2014-2016),目前兼任广东省图像图形学会理事长、中国图象图形学学会常务理事、中国图象图形学学会文档图像分析与识别专委会主任、中国图象图形学学会机器视觉专委会常务委员、中国人工智能学会模式识别专委会常务委员、中国自动化学会模式识别与机器智能专委会常务委员、中国计算机学会计算机视觉专委会委员、中国计算机学会人机交互专委会委员、广东省高校“音视频图文智能信息处理”工程研究中心主任等职。主要研究领域为文字识别、机器学习、模式识别、深度学习、计算机视觉、图像处理、人工智能系统、智能交互等。在IEEE TPAMIIEEE TIPIEEE TNNLSIEEE TCYBIEEE TSMCIEEE TMMIEEE TIIIEEE TIFSIEEE TCSVTIEEE TITSIJCVPattern RecognitionInformation ScienceNeurocomputing等重要国际期刊、以及CVPR/AAAI/IJCAI/ECCV/ICDAR/ICFHR/NeurIPS/ICPR等主流国际会议论文200余篇,其中SCI JCR Q1 + CCF A类论文100余篇。获得发明专利授权70余项。先后主持了国家科技支撑计划课题、国家重点研发计划课题、国家自然科学基金重点及面上项目、广东省自然科学基金重点及面上项目、广东省重大科技计划等在内的科研项目50余项。作为主要成员荣获广东省科技进步一等奖(排名第1)、教育部自然科学二等奖(排名第4)及广东省自然科学奖一等奖(排名第5)、广东省科技进步二等奖(排名第3)、广东省科技进步二等奖(排名第5)、2020年吴文俊人工智能科技进步奖(排名第2)、2021年中国图象图形学会科技进步二等奖(排名第2)、2021年中国电子学会科技进步二等奖(排名第3)各1次,荣获国际国内学术竞赛第一名(冠军)二十余次,指导学生荣获“互联网+创新创业大赛”全国金奖1次;指导博士生入选“华为天才少年”计划1次。

 

研究方向

²  光学文字识别(OCR),文档智能(Document Intelligence /Document AI

²  手写文字识别、手写输入法、自然场景文字检测与识别

²  文档图像分析与处理

²  人工智能与多模态大模型

²  深度学习及其应用

²  计算机视觉及图像处理

²  自然语言处理及其应用

 

--- 发表论文 ---

2024

Journal Papers

1.        Ziyan Li, Yuhao Huang, Dezhi Peng, Mengchao He, Lianwen Jin*, SideNet: Learning Representations from Interactive Side Information for Zero-shot Chinese Character Recognition, Pattern Recognition, 2024. SCI IF: 8.518, JCR Q1区,中科院一区/Top期刊

2.        Zhe Li, Wentao Yang, Hengnian Qi, Lianwen Jin*, Yichao Huang, Kai Ding, A Tree-Based Model with Branch Parallel Decoding for Handwritten Mathematical Expression Recognition, Pattern Recognition, 2024. SCI IF: 8.518, JCR Q1区,中科院一区/Top期刊

Conference Papers

1.        Jiaxin Zhang, Dezhi Peng, Chongyu Liu, Peirong Zhang, Lianwen Jin*, DocRes: A Generalist Model Toward Unifying Document Image Restoration Tasks, CVPR 2024 (CCF A类会议,计算机视觉&人工智能顶会).

2.        Mingxin Huang, Hongliang Li, Yuliang Liu, Xiang Bai, Lianwen Jin*, Bridging the Gap Between End-to-End and Two-Step Text Spotting, CVPR 2024 (CCF A类会议,计算机视觉&人工智能顶会).

3.        Chenfan Qu, Yiwu Zhong, Chongyu Liu, Guitao Xu, Dezhi Peng, Fengjun Guo, Lianwen Jin*, Towards Modern Image Manipulation Localization: A Large-Scale Dataset and Novel Methods, CVPR 2024 (CCF A类会议,计算机视觉&人工智能顶会).

4.        Dezhi Peng, Chongyu Liu, Yuliang Liu, Lianwen Jin*, ViTEraser: Harnessing the Power of Vision Transformers for Scene Text Removal with SegMIM Pretraining, AAAI 2024 (CCF A类会议)

5.        Ning Zhang, Hiuyi Cheng, Jiayu Chen, Zongyuan Jiang,  Jun Huang , Yang Xue, Lianwen Jin*,M2Doc: A Multi-Modal Fusion Approach for Document Layout Analysis, AAAI 2024 (CCF A类会议)

6.        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 (CCF A类会议)

7.        Ruilu Wang, Yang Xue*, Lianwen Jin, DocNLC: A Document Image Enhancement Framework with Normalized and Latent Contrastive Representation for Multiple Degradations , AAAI 2024 (CCF A类会议)

8.        Zhen Xu, Ziqiang Chen, Yaqiang Wu*, Hui Li, Wanjun Lv, Lianwen Jin, Qianying Wang, A Multi-Scale Bimodal Fusion Network For Robust And Accurate Online Handwriting Recognition, ICASSP 2024 (CCF B类会议)

 

2023

Journal Papers

9.        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 IF=24.314,中科院一区/Top期刊,JCR Q1, CCF A类期刊)

10.      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 IF: 23.178, JCR Q1区,中科院一区/Top期刊

11.      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 IF: 8.182, JCR Q1区,中科院一区/Top期刊

12.      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), 2023SCI 2023 IF: 4.9, JCR Q1

13.      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 IF: 8.182, JCR Q1区,中科院一区/Top期刊

14.      Zhile Chen, Yuhui Quan, Ruotao Xu*, Lianwen Jin, Yong Xu*, Enhancing texture representation with deep tracing pattern encoding, Pattern Recognition, 2023SCI IF: 8.518, JCR Q1区,中科院一区/Top期刊

15.      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 Q2)

16.      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. (CCF B类中文期刊)

17.      严昊; 刘禹良; 金连文; 白翔,类ChatGPT大模型发展、应用和前景,中国图象图形学报, 2023, 28(9): 2749-2762 (CCF  B类中文期刊)

18.      刘禹良; 李鸿亮; 白翔; 金连文,浅析ChatGPT: 历史沿革、应用现状及前景展望,中国图象图形学报, 2023, 28(4): 893-902 (CCF  B类中文期刊)

 

Conference Papers:

19.      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类会议,计算机视觉&人工智能顶会).

20.      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类会议,计算机视觉&人工智能顶会).

21.      Weifeng Lin , Wu Ziheng, Jiayu Chen , Jun Huang , Lianwen Jin*, Scale-Aware Modulation Meet Transformer, ICCV 2023  (CCF A类会议,计算机视觉&人工智能顶会).

22.      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类会议,计算机视觉&人工智能顶会).

23.      Qing Jiang, Jiapeng Wang, Dezhi Peng, Chongyu Liu, Lianwen Jin*, Revisiting Scene Text Recognition: A Data Perspective, ICCV 2023  (CCF A类会议,计算机视觉&人工智能顶会).

24.      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类会议).

25.      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类会议).

26.      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 2023 (Industry Track). (ACLNLP领域CCF A类会议)

27.      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 2023 (Industry Track).  (ACLNLP领域CCF A类会议)

28.      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类会议)

29.      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类会议)

30.      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类会议)

31.      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类会议)

32.      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类会议)

33.      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) (CCF C类会议)

34.      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) (CCF C类会议)

35.      Zongyuan Jiang, Jiapeng Wang, Jiahua Cao, Xue Gao, Lianwen Jin*, Towards Better Translations from Classical to Modern Chinese: A New Dataset and a New Method. NLPCC 2023 (CCF C类会议)

 

2022

Journal Papers

36.      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 SCI IF=24.31,中科院一区/Top期刊,JCR Q1, CCF A类期刊

37.      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 SCI IF=24.31,中科院一区/Top期刊,JCR Q1, CCF A类期刊

38.      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.SCI IF=7.231, JCR Q1区,CCF A类期刊,中科院一区/Top期刊)

39.      Canjie Luo, Yuanzhi Zhu, Lianwen Jin*; Zhe Li, Dezhi Peng, SLOGAN: Handwriting Style Synthesis for Arbitrary-Length and Out-of-Vocabulary Text, IEEE TNNLS, 2022SCI IF: 14.255, JCR Q1区,中科院一区/Top期刊

40.      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), 2022SCI IF: 8.182, JCR Q1区,中科院一区/Top期刊

41.      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.SCI IF: 19.118, JCR Q1区,中科院一区/Top期刊

42.      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. SCI IF: 19.5, JCR Q1区,中科院二区/Top期刊, CCF A

43.      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, 2022SCI IF= 5.779, JCR Q1区)

44.      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. SCI IF: 8.518, JCR Q1区,中科院一区/Top期刊

45.      Ying Cai, Yuliang Liu*, Chunhua Shen, Lianwen Jin*, Yidong Li, Daji Ergu, Arbitrarily Shaped Scene Text Detection with Dynamic Convolution, Pattern Recognition, 2022. SCI IF: 8.518, JCR Q1区,中科院一区/Top期刊

46.      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. CCF B类中文期刊

 

Conference Papers:

47.      Jiapeng Wang, Lianwen Jin*, Kai Ding, LiLT: A Simple yet Effective Language-Independent Layout Transformer for Multilingual Structured Text Understanding, ACL 2022 (CCF A, NLP领域顶会)

48.      Canjie Luo, Lianwen Jin*, Jingdong Chen, SimAN: Exploring Self-Supervised Representation Learning of Scene Text via Similarity-Aware Normalization, CVPR 2022 (CCF A类会议,计算机视觉&人工智能顶会)

49.      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 (CCF A类会议,计算机视觉&人工智能顶会)

50.      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 (CCF A类会议,计算机视觉&人工智能顶会)

51.      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 (CCF A类会议,多媒体&图像处理顶会)

52.      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 (CCF A类会议,多媒体&图像处理顶会)

53.      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. (CCF B类会议,计算机视觉顶会)

54.      Peirong Zhang, Jiajia Jiang, Yuliang Liu, Lianwen Jin*, MSDS: A Large-Scale Chinese Signature and Token Digit String Dataset for Handwrting Verification, NeurIPS 2022 (Tracks on Datasets and Benchmarks) (CCF A类会议)

55.      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! (CCF C类会议)

56.      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 (CCF C类会议, Oral论文录取率4.9%)

57.      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 (CCF C类会议, Oral论文录取率4.9%, 最佳应用论文提名奖)

58.      Xiaoyi Zhang, Tianwei Wang, Jiapeng Wang, Lianwen Jin*, Canjie Luo and Yang Xue, ChaCo: Character Contrastive Learning for Handwritten Text Recognition, ICFHR 2022最佳学生论文奖

59.      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.

60.      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:

61.      Songxuan Lai, Lianwen Jin*, Yechen Zhu, Ze Li, Luojun Lin, SynSig2Vec: Forgery-free Learning of Dynamic Signature Representations by Sigma Lognormal-based Synthesis, IEEE TPAMI2021SCI IF=24.314,中科院一区/Top期刊,JCR Q1, CCF A类期刊

62.      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 TPAMI2021SCI IF=24.314,中科院一区/Top期刊,JCR Q1, CCF A类期刊

63.      Canjie Luo, Qingxiang Lin, Yuliang Liu, Lianwen Jin*, Chunhua Shen, Separating Content from Style Using Adversarial Learning for Recognizing Text in the Wild, IJCV 2021IF: 19.5, JCR Q1区,中科院二区/Top期刊, CCF A

64.      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, IJCV 2021SCI IF: 19.5, JCR Q1区,中科院二区/Top期刊,CCF A

65.      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 (SCI 2023 IF=4.9, JCR Q1)

66.      Xiaoxue Chen, Lianwenn Jin*, Yuanzhi Zhu, Canjie Luo, Tianwei Wang, Text Recognition in the Wild: A Survey, ACM Computing Surveys, 2021. SCI IF = 14.324, JCR Q1, 中科院一区/Top期刊

67.      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, JCR Q1,中科院二区/Top期刊

68.      Yong Xu, Haoyang Zou,Yan Huang*, Lianwen Jin, Haibin Ling, Super-resolving blurry face images with identity preservation, Pattern Recognition Letters, 2021. (SCI IF= 8.518, JCR Q1, 中科院一区/TOP期刊)

69.      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) (CCF B)

Conference Papers:

70.      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. (CCF A类会议,计算机视觉&人工智能顶会)

71.      Yiqin Zhu, Jianyong Chen, Lingyu Liang, Zhanghui Kuang, Lianwen Jin, Wayne Zhang, Fourier Contour Embedding for Arbitrary-Shaped Text Detection, CVPR 2021. (CCF A类会议,计算机视觉&人工智能顶会)

72.      Jianpeng Wang, Chongyu Liu, Lianwen Jin*, Guozhi Tang, Jiaxin Zhang, Shuaitao Zhang, Qianying Wang, Yaqiang Wu, Mingxiang Cai, Towards Robust Visual Information Extraction in Real World: New Dataset and Novel SolutionAAAI 2021.  (人工智能顶会,CCF A类会议)

73.      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.  (人工智能顶会,CCF A类会议)

74.      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.  (人工智能顶会,CCF A类会议)

75.      Yuhao Huang, Lianwen Jin* and Dezhi Peng, Zero-Shot Chinese Text Recognition via Matching Class Embedding, ICDAR 2021 (CCF C类会议)

76.      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. (CCF C类会议)

77.      Hesuo Zhang, Weihong Ma, Lianwen Jin*, Yichao Huang, Kai Ding, Yaqiang Wu, DeMatch: Towards Understanding the Panel of Chart Documents, ICDAR 2021. (CCF C类会议)

78.      Weihong Ma, Hesuo Zhan, Shuang Yan, Yichao Huang, Hui Li, Yaqiang Wu, Lianwen Jin*, Towards an efficient framework for Data Extraction from Chart Images, ICDAR 2021. (CCF C类会议)

79.      Dezhi Peng, Canyu Xie, Hongliang Li, Lianwen Jin*, et al., Towards Fast, Accurate and Compact Online Handwritten Chinese Text Recognition, ICDAR 2021. (CCF C类会议)

80.      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. (CCF C类会议)

 

2020

Journal Papers:

81.      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=11.041, JCR Q1区,CCF A类期刊,中科院一区,Top期刊

82.      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=11.041, JCR Q1区,CCF A类期刊,中科院一区,Top期刊

83.      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=7.231, JCR Q1区,CCF A类期刊,中科院一区,Top期刊

84.      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) , vol.1xx, no. x, pp xx, 2020.SCI IF = 8.518, JCR Q1区,中科院一区,Top期刊

85.      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 = 19.118, JCR Q1区,中科院一区,Top期刊

86.      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=8.518, JCR Q1区,中科院一区,Top期刊

87.      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=8.518, JCR Q1区,中科院一区,Top期刊

88.      Qingxiang Lin, Canjie Luo, Lianwen Jin*, Songxuan Lai,STAN: A Sequential Transformation Attention-based Network for Scene Text Recognition, Pattern Recognition, 2020. SCI IF=8.518, JCR Q1区,中科院一区,Top期刊

89.      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= 5.779, JCR Q2区,中科院二区,Top期刊)

90.      Yunlong Huang, Zenghui Sun, Lianwen Jin*, Canjie Luo, EPAN: Effective Parts Attention Network for Scene Text Recognition, Neurocomputing, 2020.SCI IF= 5.779, JCR Q2区,中科院二区,Top期刊)

91.      Tasweer Ahmad, Lianwen Jin*, Luojun Lin, Guozhi Tang, Action recognition using sparse spatio-temporal GCN with edge effective resistance, Neurocomputing, 2020.SCI IF= 5.779, JCR Q2区,中科院二区,Top期刊

92.      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=4.757 JCR Q2

 

Conference Papers:

93.      Songxuan Lai, Lianwen Jin*, Yecheng Zhu, Huiyun Mao, SynSig2Vec: Learning Representations from Synthetic Dynamic Signatures for Real-world Verification, AAAI 2020.  (CCF A类会议)

94.      Tianwei Wang, Yuanzhi Zhu, Lianwen Jin*, Canjie Luo, Xiaoxue Chen, Yapeng Wu, Qianyin Wang, Decoupled Attention Network for Text Recognition, AAAI 2020.  (CCF A类会议)

95.      Canjie Luo, Yuanzhi Zhu, Lianwen Jin*, Yongpan Wang, Learn to Augment: Joint Data Augmentation and Network Optimization for Text Recognition, CVPR 2020. (CCF A类会议)

96.      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. (CCF A类会议)

97.      Xinyu Wang, Yuliang Liu, Chunhua Sheng, CC Ng, Canjie Luo, Lianwen Jin*, Chee Seng Chan, Anton van den Hengel, Liangwei Wang, On the General Value of Evidence, and Bilingual Scene-Text Visual Question Answering, CVPR 2020. (CCF A类会议)

98.      Yaoxiong Huang, Mengchao He, Lianwen Jin*, Yongpan Wang, RD-GAN: Few/Zero-Shot Chinese Character Style Transfer via Radical Decomposition and Rendering, ECCV 2020. (CCF B类会议,CV领域顶会之一)

99.      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.

100.   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.

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

102.   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:

103.   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=7.231, JCR Q1区,中科院一区,Top期刊

104.   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=13.99, JCR Q1区,中科院一区

105.   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=8.518, JCR Q1区中,中科院一区,Top期刊

106.   Yuliang Liu, Lianwen Jin*, Shuaitao Zhang, Canjie Luo and Sheng Zhang, Curved Scene Text Detection via Transverse and Longitudinal Sequence ConnectionPattern Recognition, vol. 90, no.6, pp337-345, 2019SCI IF=8.518, JCR Q1区中,中科院一区,Top期刊

107.   Zecheng Xie, Yiaoxiong Huang, Lianwen Jin*, Yuliang Liu,Yuanzhi Zhua, Liangcai Gao, Xiaode Zhang, Weakly Supervised Precise Segmentation for Historical Document Images, NeuroComputing, 2019 (SCI IF= 5.779, JCR Q2区,中科院二区,Top期刊

108.   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=3.476, JCR Q2

109.   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=3.476, JCR Q2

110.   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=4.757JCR Q2

111.   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=3.476, JCR Q2

 

Conference papers:

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

113.   Yuliang Liu, Lianwen Jin*, Zecheng Xie, Canjie Luo, Lele Xie, Shuaitao Zhang, Tightness-aware Evaluation Protocol for Scene Text Detection, CVPR 2019.  (CCF A类会议)

114.   Lele Xie, Yuliang Liu, Lianwen Jin*, Zecheng Xie, DeRPN: Taking a further step toward more general object detection, AAAI 2019.  (CCF A类会议)

115.   Shuaitao Zhang, Yuliang Liu, Lianwen Jin*, Yaoxiong Huang, Songxuan LaiEnsNet: Ensconce Text in the Wild, AAAI 2019.  (CCF A类会议)

116.   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.  (CCF A类会议)

117.   Luojun Lin, Linyu Liang, Lianwen Jin*, Weijie Chen, Attribute-Aware Convolutional Neural Networks for Facial Beauty Prediction, IJCAI 2019. (CCF A类会议)

118.   Yuliang Liu, Sheng Zhang, Lianwen Jin*, Lele Xie, Yaqiang Wu, Zhepeng Wang, Omnidirectional Scene Text Detection with Sequential-free Box Discretization, IJCAI 2019. (CCF A类会议)

119.   Lingyu Liang, Lianwen Jin*, Yong Xu, Adaptive GNN for Image Analysis and Editing, NeurIPS 2019. (CCF A类会议)

120.   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. (CCF C类会议)

121.   Yunlong Huang, Canjie Luo , Lianwen Jin*, Qingxiang Lin , Weiying Zhou, Attention After Attention: Reading Text in the Wild with Cross Attention, ICDAR 2019. (CCF C类会议)

122.   Yaoxiong Huang, Zecheng Xie , Lianwen Jin*, Yuanzhi Zhu , Shuaitao Zhang, Adversarial Feature Enhancing Network for End-to-End Handwritten Paragraph Recognition, ICDAR 2019. (CCF C类会议)

123.   Shuangping Huang, Haobin Wang , Yongge Liu, Xiaosong Shi, Lianwen Jin, OBC306: A Large-Scale Oracle Bone Character Recognition Dataset681, ICDAR 2019. (CCF C类会议)

124.   Songxuan Lai, Lianwen Jin, Offline Writer Identification Based on the Path Signature Feature, ICDAR 2019. (CCF C类会议)

125.   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. (CCF C类会议)

126.   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. (CCF C类会议)

127.   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. (CCF C类会议)

 

 

2018

Journal papers:

128.   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=24.314,中科院一区/Top期刊,JCR Q1, CCF A类期刊

129.   Zhaoyang Yang, Kathryn Merrick, Lianwen Jin, Hussein Abbass, Hierarchical Deep Reinforcement Learning for Continuous Action Control, IEEE Transactions on Neural Networks and Learning Systems, 2018. SCI IF=14.255, JCR Q1区,中科院区,Top期刊

130.   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, vol. 19, no.2, pp. 507-517, 2018SCI IF=9.551, JCR Q1区,中科院一区,Top期刊

131.   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=4.528, JCR Q1

132.   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 Technology,vol.9, no.4, pp1-24, 2018. (SCI IF=10.489, JCR Q2

133.   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=8.518, JCR Q1区中,中科院一区,Top期刊

134.   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=3.476, JCR Q2

 

Conference papers:

135.   Sheng Zhang, Yuliang Liu, Lianwen Jin, Canjie Luo, Feature Enhancement Network: A Refined Scene Text Detector, AAAI 2018. (CCF A类会议)

136.   Zikai Sun, Dezhi Peng, Zirui Cai, Zirong Chen, Lianwen Jin, Scale Mapping And Dynamic Re-Detecting In Dense Head Detection, ICIP 2018. (CCF C类会议)

137.   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.  (CCF C类会议)

138.   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.  (CCF C类会议)

139.   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.  (CCF C类会议)

140.   Haobin Wang, Shuangping Huang and Lianwen JinFocus on Scene Text Using Deep Reinforcement Learning, pp3759-3765, ICPR 2018.  (CCF C类会议)

141.   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.  (CCF C类会议)

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

143.   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.

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

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

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

147.   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 (CCF C类会议)

148.   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. (CCF C类会议)

 

 

2017

Journal papers:

149.   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, 2017 (SCI IF=3.275, JCR Q2

150.   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=5.859, JCR Q1区,中科院一区

151.   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=8.518, JCR Q1区中,中科院一区,Top期刊

152.   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, DOI information: 10.1016/j.patrec.2017.02.011, 2017. (SCI IF=4.757JCR Q2区)

153.   Yuliang Liu, Lianwen Jin*, Songxuan Lai, Automatic Labeling of Large Amounts of Handwritten Characters with Gate-guided Dynamic Deep Learning, Pattern Recognition Letters (2017), doi: 10.1016/j.patrec.2017.09.042 Pattern Recognition Letters, DOI information: 10.1016/j.patrec.2017.02.011, 2017. (SCI IF=4.757JCR Q2

154.   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=4.757JCR Q2

 

Conference papers:

155.   Yuliang Liu, Lianwen Jin*, Deep Matching Prior Network: Toward Tighter Multi-oriented Text Detection, CVPR 2017. (CCF A类会议)

156.   Zhaoyang Yang, Kathryn Merrick, Hussein Abbass, Lianwen Jin*Multi-Task Deep Reinforcement Learning for Continuous Action Control, IJCAI 2017. (CCF A类会议)

157.   Pengwei Wang, Zhongyuan Wang, Lei Ji, Jun Yan, Lianwen Jin*, Can Machines Intelligently Propose Novel and Reasonable Scientific Hypotheses, WWW 2017, (CCF B类会议)

158.   Zhuoyao Zhong, Lianwen Jin*, Shuangping Huang, DeepText: A New Approach for Text Proposal Generation and Text Detection in Natural Images, ICASSP 2017. (CCF B类会议)

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

160.   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. (CCF B类会议)

161.   Lingyu Lianwen, Duorui Xie, Lianwen Jin, Jie Xu, Mengru Li, Luojun Lin, region-aware scattering convolution networks for facial beauty prediction, IEEE ICIP 2017. (CCF C类会议)

162.   Zhaoyang Yang, Lianwen Jin*, Ziyong Feng, Jun Sun, Weiying Zhou, Identifying Machine-Printed and Handwritten Texts using DropRegion and Deep Convolutional Network, ICDAR 2017. (CCF C类会议)

163.   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. (CCF C类会议)

164.   Kaihuan Liang, Lianwen Jin*, Zecheng Xie, Xuefeng Xiao, Weiguo Huang, A Comprehensive Analysis of Misclassified Handwritten Chinese Character Samples by Incorporating Human Recognition,  ICDAR 2017. (CCF C类会议)

165.   Manfei Liu, Lianwen Jin*, Zecheng Xie, PS-LSTM- Capturing Essential Sequential Online Information with Path Signature and LSTM for Writer Identification, ICDAR 2017. (CCF C类会议)

166.   Songxuan Lai, Lianwen Jin, Weixin Yang, Online Signature Verification using Recurrent Neural Network and Length-normalized Path Signature Descriptor, ICDAR 2017. (CCF C类会议)

167.   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, 最佳论文奖)

168.   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:

169.   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=6.744, JCR Q2区)

170.   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=8.518, JCR Q1区中,中科院一区,Top期刊

171.  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=3.87, JCR Q3区)

172.   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=14.255, JCR Q1区,中科院一区,Top期刊

173.  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=19.118, JCR Q1区,中科院区,Top期刊

 

Conference papers:

174.  Shuye Zhang1, Mude Lin, Tianshui Chen, Lianwen Jin*, Liang Lin, CHARACTER PROPOSAL NETWORK FOR ROBUST TEXT EXTRACTIO, ICASSP 2016. (CCF B 类会议)

175.  Ziyong Feng, Zenghui Sun, Lianwen Jin*, LEARNING DEEP NEURAL NETWORK USING MAX-MARGIN MINIMUM CLASSIFICATION ERROR, ICASSP 2016. (CCF B 类会议)

176.   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.

177.   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.

178.   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.

179.   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.

180.   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. (CCF C类会议)

181.   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. (CCF C类会议)

182.   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.

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

184.   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. (CCF B类会议)

 

2015

Journal papers:

185.   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=2.363, JCR Q2区)

186.  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=8.233, JCR Q1

187.  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=1.43

188.   Ziyong Feng, Lianwen Jin+, Dapeng Tao, Shuangping Huang, 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= 5.779, JCR Q2区,中科院二区,Top期刊

189.   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= 5.779, JCR Q2区,中科院二区,Top期刊

190.   Dapeng Tao, Lianwen Jin, Y. Wang, X. Li, Person Re-Identification by Minimum Classification Error-Based KISS Metric Learning, IEEE Transactions on Cybernetics, 45 (2), 242-252, 2015. SCI IF=19.118, JCR Q1区,中科院一区,Top期刊

 

Conference papers:

191.   Zhuoyao Zhong, Lianwen Jin* and Ziyong Feng, Multi-font Printed Chinese Character Recognition using Multi-pooling Convolutional Neural Network, ICDAR 2015. CCF C类会议)

192.   Weixin Yang, Lianwen Jin+ and Manfei Liu, Chinese Character-level Writer Identification using Path Signature Feature, DropStroke, and Deep CNN, ICDAR 2015. CCF C类会议)

193.   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. CCF C类会议)

194.   Zhuoyao Zhong, Lianwen Jin+ and Zecheng Xie, High Performance Offline Handwritten Chinese Character Recognition Using GoogLeNet and Directional Feature Maps, ICDAR 2015.CCF C类会议)

195.   Liquan Qiu, Lianwen Jin+, Ruifen Dai, Yuxiang Zhang and Lei Li, An Open SourceTesting Tool for Evaluating Handwriting Input Methods, ICDAR 2015. CCF C类会议)

196.   Meijun He, Shuye Zhang, Huiyun Mao and Lianwen Jin, Recognition Confidence Analysis of Handwritten Chinese Character with CNN, ICDAR 2015. CCF C类会议)

197.   Duorui Xie, Lingyu Liang, Lianwen Jin*, Jie Xu, Mengru Li, SCUT-FBP-A Benchmark Dataset for Facial Beauty Perception, IEEE SMC 2015 CCF C类会议)

198.   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 CCF C类会议)

199.   Lingyu Liang, Deng Liu and Lianwen Jin, FaceMore: A Face Beautification Algorithm Platform on the Cloud, IEEE SMC 2015 CCF C类会议)

 

2014

Journal papers:

200.   Lingyu Liang, Lianwen Jin, Xuelong Li, Facial Skin Beautification Using Adaptive Region-Aware Masks, IEEE Transactions on Cybernetics,, vol.44, no.12, pp2600 – 2612, 2014.SCI IF=19.118, JCR Q1区,中科院一区,Top期刊

201.   Dapeng Tao, Lianwen. Jin*, Yongfei Wang, Xuelong Li, “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=11.648JCR Q1区,中科院一区,Top期刊

202.  Dapeng Tao, Lianwen Jin*, Shuye Zhang, Zhao Yang, Yongfei Wang, Sparse Discriminative Information Preservation for Chinese Character Font Categorization, NeuroComputing129pp 159-167, 2014.SCI IF= 5.779, JCR Q2区,中科院二区,Top期刊

203.  Dapeng Tao, Lianwen Jin*, Similar Handwritten Chinese Character Recognition by Kernel Discriminative Locality Alignment, Pattern Recognition Lettersvol.35, no.1, pp186-194, 2014. (SCI IF=4.757JCR Q2

204.   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

205.   Qinghua Huang*, Xiao Bai, Yingguang Li, Lianwen Jin, Xuelong LiOptimized graph-based segmentation for ultrasound imagesNeurocomputing, 2014SCI IF= 5.779, JCR Q2区,中科院二区,Top期刊

 

2013

Journal papers:

206.  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.