中国图像工程:2024
Image Engineering in China: 2024
- 2025年 页码:1-18
收稿日期:2025-03-19,
修回日期:2025-03-24,
录用日期:2025-03-28,
网络出版日期:2025-04-09
DOI: 10.11834/jig.250116
移动端阅览
浏览全部资源
扫码关注微信
收稿日期:2025-03-19,
修回日期:2025-03-24,
录用日期:2025-03-28,
网络出版日期:2025-04-09,
移动端阅览
本文是关于中国图像工程的年度文献综述系列之三十。为了使国内广大从事图像工程研究和图像技术应用的科技人员能够较全面地了解国内图像工程研究和发展的现状,能够有针对性地查询有关文献,且向期刊编者和作者提供有用的参考,本文对2024年度发表的图像工程相关文献进行了统计和分析。具体从国内15种有关图像工程重要中文期刊在2024年发行的所有154期上发表的学术研究和技术应用文献(共2892篇)中,选取出所有属于图像工程领域的文献(共889篇),并根据各文献的主要内容将其分别归入图像处理、图像分析、图像理解、技术应用和综述评论5个大类,然后进一步分入23个专业小类(与前19年相同),并在此基础上分别进行了各个期刊及各类文献的统计和分析。另外,借此综述系列30年之际,还将这30年从这15种种期刊的共3734期上所发表的79760篇学术研究和技术应用文献中所选取出的20164篇属于图像工程领域的文献分成6个五年的阶段,分别对6个阶段的图像工程文献的选取情况以及各大类和各小类图像工程文献的数量进行了综合统计和对比分析。根据对2024年统计数据的分析可以看出:从研究角度,图像分析方向当前得到了最多的关注,其中图像分割和基元检测、目标检测和识别、以及人体生物特征提取和验证等都是研究的焦点;从应用角度看,遥感、雷达、声呐、测绘等领域最为活跃,而且新的图像技术开发和应用领域拓展很快。另根据对30年统计数据的比较可看出:图像处理、图像分析、图像理解和技术应用4个大类中都有一些小类的文献数量不断增加、保持领先,但也有一些小类的文献数量逐步在减少,反映了不同方向这些年来的变化情况。总的来说,中国图像工程在2024年的研究深度和广度还在继续提高和扩大,仍保持了快速发展的势头。综合30年的统计数据还为读者提供了更全面和更可信的各个研究方向发展趋势的信息。
This is the 29th annual survey series of bibliographies on image engineering in China. This statistic and analysis study aims to capture the up-to-date development of image engineering in China, provide a targeted means of literature searching facility for readers working in related areas, and supply a useful recommendation for the editors of journals and potential authors of papers. Specifically, considering the wide distribution of related publications in China, all references (865) on image engineering research and technique are selected carefully from the research papers (2892 in total) published in all issues (154) of a set of 15 Chinese journals. These 15 journals are considered important, in which papers concerning image engineering have higher quality and are relatively concentrated. The selected references are initially classified into five categories (image processing, image analysis, image understanding, technique application, and survey) and then into 23 specialized sub- categories in accordance with their main contents (same as the last 19 years). Analysis and discussions about the statistics of the results of classifications by journal and by category are also presented. In addition, as a roundup of the 30 years for this review series, the 20164 articles in the field of image engineering selected from 76790 academic research and technical applications published in a total of 3734 issues over the past 30 years are divided into six periods of five-years, comprehensive statistics and analysis were made on the selection of image engineering literature and the number of image engineering literatures in each sub-category. Analysis on the statistics in 2024 shows that: from a research perspective, image analysis has currently received the most attention, with image segmentation and primitive detection, object detection and recognition, as well as human biometric feature extraction and validation being the focus of research; from an application perspective, remote sensing, radar, sonar, surveying and mapping are the most active fields, and the development and application of new image technologies are expanding rapidly. According to the comparison of 30 years of statistical data, it can be seen that the number of literatures in some sub-categories of the four categories of image processing, image analysis, image understanding, and technology applications has continuously growing and kept ahead, but there are also some classes that the numbers are gradually decreasing, reflecting changes in different research directions over the years. In conclusion, this work shows a general and up-to-date picture of the various continuing progresses, either for depth or for width, of image engineering in China in 2024. The statistics for 30 years also provide readers with more comprehensive and credible information on the development trends of various research directions.
Chen T S , Pu T , Wu H F , et al . 2022 . Cross-domain facial expression recognition: A unified evaluation benchmark and adversarial graph learning . IEEE Transactions on Pattern Analysis and Machine Intelligence , 44 ( 12 ): 9887 - 9903 . [ DOI: 10.1109/tpami.2021.31312222 http://dx.doi.org/10.1109/tpami.2021.31312222 ]
Dhiman P , Kaur A , Balasaraswathi V R , et al . 2023 . Image Acquisition, Preprocessing and Classification of Citrus Fruit Diseases: A Systematic Literature Review . Sustainability , 15 ( 12 ). [ DOI: 10.3390/su15129643 http://dx.doi.org/10.3390/su15129643 ]
Ding X D . 1993 . Fundamentals of Literature Metrology . Beijing : Beijing University Publishers .
丁学东 . 1993 . 文献计量学基础 . 北京 : 北京大学出版社 .
Kirillov A , He K M , Girshick R , et al . Panoptic segmentation . Proceedings of the 2019 CVPR : 9396- 9405 . [DOI 10.1109/00963 http://dx.doi.org/10.1109/00963 ]
Lin B D , Zhang Q S . 1996 . A Guide to the Core Journals of China . Beijing : Beijing University Publishers .
林被甸 , 张其苏 . 1996 . 中文核心期刊要目总览 . 北京 : 北京大学出版社 .
Qiu J P , Wang Y F . 2008 . Bibliometrics Content Analysis . Beijing : National Library Press .
邱均平 , 王曰芬 . 2008 . 文献计量内容分析法 . 北京 : 国家图书馆出版社 .
Rosenfeld A . 2000 . Classifying the literature related to computer vision and image analysis . Computer Vision and Image Understanding , 79 ( 2 ): 308 - 323 . [ DOI: 10.1006/cviu.2000.0851 http://dx.doi.org/10.1006/cviu.2000.0851 ]
Wang X , Zheng S , Yang R , et al . 2022 . Pedestrian attribute recognition: A survey . Pattern Recognition , 121 . [ DOI: 10.1016/j.patcog.2021.108220 http://dx.doi.org/10.1016/j.patcog.2021.108220 ]
Zhang Y-J . 1996a . Image engineering and bibliography in China . Technical Digest of International Symposium on Information Science and Technology , 158 - 160 .
Zhang Y-J . 1996b . Image engineering in China: 1995 . Journal of Image and Graphics , 1 ( 1 ): 78 - 83 .
章毓晋 . 1996b . 中国图象工程: 1995 . 中国图象图形学报 , 1 ( 1 ): 78 - 83 . [ DOI: 10.11834/jig.19960115 http://dx.doi.org/10.11834/jig.19960115 ]
Zhang Y-J . 1996c . Image engineering in China: 1995 (Supplement) . Journal of Image and Graphics , 1 ( 2 ): 170 - 174 .
章毓晋 . 1996c . 中国图象工程: 1995(续) . 中国图象图形学报 , 1 ( 2 ): 170 - 174 . [ DOI: 10.11834/ jig.19960241 http://dx.doi.org/10.11834/jig.19960241 ]
Zhang Y-J . 1997 . Image engineering in China: 1996 . Journal of Image and Graphics , 2 ( 5 ): 336 - 344 .
章毓晋 . 1997 . 中国图象工程: 1996 . 中国图象图形学报 , 2 ( 5 ): 336 - 344 . [ DOI: 10.11834/jig.19970599 http://dx.doi.org/10.11834/jig.19970599 ]
Zhang Y-J . 1998 . Image engineering in China: 1997 . Journal of Image and Graphics , 3 ( 5 ): 404 - 414 .
章毓晋 . 1998 . 中国图象工程: 1997 . 中国图象图形学报 , 3 ( 5 ): 404 - 414 . [ DOI: 10.11834/jig.199805123 http://dx.doi.org/10.11834/jig.199805123 ]
Zhang Y-J . 1999 . Image engineering in China: 1998 . Journal of Image and Graphics , 4 ( 5 ): 427 - 438 .
章毓晋 . 1999 . 中国图象工程: 1998 . 中国图象图形学报 , 4 ( 5 ): 427 - 438 . [ DOI: 10.11834/jig.199905100 http://dx.doi.org/10.11834/jig.199905100 ]
Zhang Y-J . 2000 . Image engineering in China: 1999 . Journal of Image and Graphics , 5 ( 5 ): 359 - 373 .
章毓晋 . 2000 . 中国图象工程: 1999 . 中国图象图形学报 , 5 ( 5 ): 359 - 373 . [ DOI: 10.11834/jig.20000501 http://dx.doi.org/10.11834/jig.20000501 ]
Zhang Y-J . 2001a . Image engineering in China: 2000 . Journal of Image and Graphics , 6 ( 5 ): 409 - 424 .
章毓晋 . 2001a . 中国图象工程: 2000 . 中国图象图形学报 , 6 ( 5 ): 409 - 424 . [ DOI: 10.11834/jig.20010596 http://dx.doi.org/10.11834/jig.20010596 ]
Zhang Y-J . 2001b . Image Segmentation . Beijing : Science Press .
章毓晋 . 2001b . 图象分割 . 北京 : 科学出版社 .
Zhang Y-J . 2002a . Image engineering in China: 2001 . Journal of Image and Graphics , 7 ( 5 ): 417 - 433 .
章毓晋 . 2002a . 中国图象工程: 2001 . 中国图象图形学报 , 7 ( 5 ): 417 - 433 . [ DOI: 10.11834/jig.200205148 http://dx.doi.org/10.11834/jig.200205148 ]
Zhang Y-J . 2002b . Image engineering in China and some current research focuses . Journal of Computer-Aided Design & Computer Graphics , 14 ( 6 ): 489 - 500 .
章毓晋 . 2002b . 中国图像工程及当前的几个研究热点 . 计算机辅助设计与图形学学报 , 14 ( 6 ): 489 - 500 . [ DOI: 10.3321/j.issn:1003-9775.2002.06.001 http://dx.doi.org/10.3321/j.issn:1003-9775.2002.06.001 ]
Zhang Y-J . 2003a . Image engineering in China: 2002 . Journal of Image and Graphics , 8 ( 5 ): 481 - 498 .
章毓晋 . 2003 . 中国图象工程: 2002 . 中国图象图形学报 , 8 ( 5 ): 481 - 498 . [ DOI: 10.11834/jig.200305172 http://dx.doi.org/10.11834/jig.200305172 ]
Zhang Y-J . 2003b . Content-Based Visual Information Retrieval. Beijing: Science Publishers . (章毓晋 . 2003 b,基于内容的视觉信息检索 北京: 科学出版社
Zhang Y-J . 2004 . Image engineering in China: 2003 . Journal of Image and Graphics , 9 ( 5 ): 513 - 531 .
章毓晋 . 2004 . 中国图像工程: 2003 . 中国图象图形学报 , 9 ( 5 ): 513 - 531 . [ DOI: 10.11834/ jig.20040597 http://dx.doi.org/10.11834/jig.20040597 ]
Zhang Y-J . 2005 . Image engineering in China: 2004 . Journal of Image and Graphics , 10 ( 5 ): 537 - 560 .
章毓晋 . 2005 . 中国图像工程: 2004 . 中国图象图形学报 , 10 ( 5 ): 537 - 560 . [ DOI: 10.11834/jig.200505111 http://dx.doi.org/10.11834/jig.200505111 ]
Zhang Y-J . 2006a . Image engineering in China: 2005 . Journal of Image and Graphics , 11 ( 5 ): 601 - 623 .
章毓晋 . 2006a . 中国图像工程: 2005 . 中国图象图形学报 , 11 ( 5 ): 601 - 623 . [ DOI: 10.11834/jig.200605102 http://dx.doi.org/10.11834/jig.200605102 ]
Zhang Y-J . 2006b . Advances in Image and Video Segmentation. Hershey, Philadelphia, USA: IRM Press .
Zhang Y-J . 2007a . Image engineering in China: 2006 . Journal of Image and Graphics , 12 ( 5 ): 753 - 775 .
章毓晋 . 2007 . 中国图像工程: 2006 . 中国图象图形学报 , 12 ( 5 ): 753 - 775 . [ DOI: 10.11834/jig.20070501 http://dx.doi.org/10.11834/jig.20070501 ]
Zhang Y-J . 2007b . Semantic-Based Visual Information Retrieval Hershey, Philadelphia, USA: IRM Press .
Zhang Y-J . 2008 . Image engineering in China: 2007 . Journal of Image and Graphics , 13 ( 5 ): 825 - 852 .
章毓晋 . 2008 . 中国图像工程: 2007 . 中国图象图形学报 , 13 ( 5 ): 825 - 852 . [ DOI: 10.11834/jig.20080501 http://dx.doi.org/10.11834/jig.20080501 ]
Zhang Y-J . 2009a . Image engineering in China: 2008 . Journal of Image and Graphics , 14 ( 5 ): 809 - 837 .
章毓晋 . 2009a . 中国图像工程: 2008 . 中国图象图形学报 , 14 ( 5 ): 809 - 837 . [ DOI: 10.11834/jig.20090508 http://dx.doi.org/10.11834/jig.20090508 ]
Zhang Y-J . 2009b . Subspace-Based Face Recognition . Beijing : Tsinghua University Press .
章毓晋 . 2009b . 基于子空间的人脸识别 . 北京 : 清华大学出版社 .
Zhang Y-J . 2010 . Image engineering in China: 2009 . Journal of Image and Graphics , 15 ( 5 ): 689 - 722 .
章毓晋 . 2010 . 中国图像工程: 2009 . 中国图象图形学报 , 15 ( 5 ): 689 - 722 . [ DOI: 10.11834/jig.20100501 http://dx.doi.org/10.11834/jig.20100501 ]
Zhang Y-J . 2011a . Image engineering in China: 2010 . Journal of Image and Graphics , 16 ( 5 ): 693 - 702 .
章毓晋 . 2011a . 中国图像工程: 2010 . 中国图象图形学报 , 16 ( 5 ): 693 - 702 . [ DOI: 10.11834/jig.20110531 http://dx.doi.org/10.11834/jig.20110531 ]
Zhang Y-J . 2011b . Advances in Face Image Analysis: Techniques and Technologies. Hershey, Philadelphia, USA: IGI Global .
Zhang Y-J . 2012 . Image engineering in China: 2011 . Journal of Image and Graphics , 17 ( 5 ): 603 - 612 .
章毓晋 . 2012 . 中国图像工程: 2011 . 中国图象图形学报 , 17 ( 5 ): 603 - 612 . [ DOI: 10.11834/jig.20120501 http://dx.doi.org/10.11834/jig.20120501 ]
Zhang Y-J . 2013a . Image engineering in China: 2012 . Journal of Image and Graphics , 18 ( 5 ): 483 - 492 .
章毓晋 . 2013a . 中国图像工程: 2012 . 中国图象图形学报 , 18 ( 5 ): 483 - 492 . [ DOI: 10.11834/jig.20130501 http://dx.doi.org/10.11834/jig.20130501 ]
Zhang Y-J . 2013b . Understanding spatial-temporal behaviors . Journal of Image and Graphics , 18 ( 2 ): 141 - 151 .
章毓晋 . 2013b . 时空行为理解 . 中国图象图形学报 , 18 ( 2 ): 141 - 151 . [ DOI: 10.11834 /jig.20130203 http://dx.doi.org/10.11834/jig.20130203 ]
Zhang Y-J . 2014 . Image engineering in China: 2013 . Journal of Image and Graphics , 19 ( 5 ): 649 - 658 .
章毓晋 . 2014 . 中国图像工程: 2013 . 中国图象图形学报 , 19 ( 5 ): 649 - 658 . [ DOI: 10.11834/jig.20140501 http://dx.doi.org/10.11834/jig.20140501 ]
Zhang Y-J . 2015a . Image engineering in China: 2014 . Journal of Image and Graphics , 20 ( 5 ): 585 - 598 .
章毓晋 . 2015a . 中国图像工程: 2014 . 中国图象图形学报 , 20 ( 5 ): 585 - 598 . [ DOI: 10.11834/jig.20150501 http://dx.doi.org/10.11834/jig.20150501 ]
Zhang Y-J . 2015b . A comprehensive survey on face image analysis. Khosrow-Pour M. Encyclopedia of Information Science and Technology. 3rd ed . USA : Information Resources Management Association, Chapter 47 ( 491-500 ).
Zhang Y-J . 2015c . Up-to-date summary of semantic-based visual information retrieval. Khosrow-Pour M. Encyclopedia of Information Science and Technology, 3rd ed . USA : Information Resources Management Association, Chapter 123 ( 1294-1303 ).
Zhang Y-J . 2015d . Half century for image segmentation. Khosrow-Pour M. Encyclopedia of Information Science and Technology. 3rd ed . USA : Information Resources Management Association, Chapter 584 ( 5906-5915 ).
Zhang Y-J . 2016 . Image engineering in China: 2015 . Journal of Image and Graphics , 21 ( 5 ): 533 - 543 .
章毓晋 . 2016 . 中国图像工程: 2015 . 中国图象图形学报 , 21 ( 5 ): 533 - 543 . [ DOI: 10.11834/jig.20160501 http://dx.doi.org/10.11834/jig.20160501 ]
Zhang Y-J . 2017a . Image engineering in China: 2016 . Journal of Image and Graphics , 22 ( 5 ): 563 - 574 .
章毓晋 . 2017a . 中国图像工程: 2016 . 中国图象图形学报 , 22 ( 5 ): 563 - 574 . [ DOI: 10.11834/jig.170115 http://dx.doi.org/10.11834/jig.170115 ]
Zhang Y-J . 2017b . Journal of image and graphics founded 20 years ----A statistical analysis of the publication . Journal of Image and Graphics , 22 ( 4 ): 415 - 421 .
章毓晋 . 2017b . 创刊20 年的《中国图象图形学报》——对一些出版情况的统计分析 , 22 ( 4 ): 415 - 421 . [ DOI: 10.11834/jig.20170401 http://dx.doi.org/10.11834/jig.20170401 ]
Zhang Y-J . 2018a . Image engineering in China: 2017 . Journal of Image and Graphics , 23 ( 5 ): 617 - 628 .
章毓晋 . 2018a . 中国图像工程: 2017 . 中国图象图形学报 , 23 ( 5 ): 617 - 628 . [ DOI: 10.11834/jig.180121 http://dx.doi.org/10.11834/jig.180121 ]
Zhang Y-J . 2018b . Development of image engineering in the last 20 years . // Khosrow-Pour M . Encyclopedia of Information Science and Technology, 4th ed. USA : Information Resources Management Association, Chapter 113 (1319 - 1330 .
Zhang Y-J . 2018c . The Understanding of Spatial- Temporal Behaviors . // Khosrow-Pour M . Encyclopedia of Information Science and Technology, 4th ed. USA : Information Resources Management Association, Chapter 115 (1344 - 1354 .
Zhang Y-J . 2018d A critical overview of image segmentation techniques based on transition region . // Khosrow-Pour M . Encyclopedia of Information Science and Technology, 4th Edition, Chapter 112 (1308 - 1318 .
Zhang Y-J . 2019 . Image engineering in China: 2018 . Journal of Image and Graphics , 24 ( 5 ): 665 - 676 .
章毓晋 . 2019 . 中国图像工程: 2018 . 中国图象图形学报 , 24 ( 5 ): 665 - 676 . [ DOI: 10.11834/jig.190074 http://dx.doi.org/10.11834/jig.190074 ]
Zhang Y-J . 2020 . Image engineering in China: 2019 . Journal of Image and Graphics 25 ( 5 ): 864 - 878 .
章毓晋 . 2020 . 中国图像工程: 2019 . 中国图象图形学报 , 25 ( 5 ): 864 - 878 . [ DOI: 10.11834/jig.200102 http://dx.doi.org/10.11834/jig.200102 ]
Zhang Y-J . 2021a . Image engineering in China: 2020 . Journal of Image and Graphics 26 ( 5 ): 978 - 990 .
章毓晋 . 2021a . 中国图像工程: 2020 . 中国图象图形学报 , 26 ( 5 ): 978 - 990 . [ DOI: 10.11834/jig.210233 http://dx.doi.org/10.11834/jig.210233 ]
Zhang Y-J . 2021b . Twenty-five years of image engineering in China . Journal of Image and Graphics , 26 ( 10 ): 2326 - 2336 .
章毓晋 . 2021b . 中国图像工程 25 年. 中国图象图形学报 , 26 ( 10 ): 2326 - 2336 . [ DOI: 10.11834/jig.200395 http://dx.doi.org/10.11834/jig.200395 ]
Zhang Y-J . 2021c . An English-Chinese Dictionary of Image Engineering. 3rd ed . Beijing : Tsinghua University Press .
章毓晋 . 2021c . 英汉图像工程辞典. 第3版 . 北京 : 清华大学出版社 .
Zhang Y-J . 2022 . Image engineering in China: 2021 . Journal of Image and Graphics 27 ( 4 ): 1009 - 1022 .
章毓晋 . 2022 . 中国图像工程: 2021 . 中国图象图形学报 , 27 ( 4 ): 1009 - 1022 . [ DOI: 10.11834/jig.220257 http://dx.doi.org/10.11834/jig.220257 ]
Zhang Y-J . 2023 . Image engineering in China: 2022 . Journal of Image and Graphics 28 ( 4 ): 879 - 892 .
章毓晋 . 2023 . 中国图像工程: 2022 . 中国图象图形学报 , 28 ( 4 ): 879 - 892 . [ DOI: 10.11834/jig.230163 http://dx.doi.org/10.11834/jig.230163 ]
Zhang Y-J . 2024 . Image engineering in China: 2023 . Journal of Image and Graphics 29 ( 5 ): 1307 - 1320 .
章毓晋 . 2024 . 中国图像工程: 2023 . 中国图象图形学报 , 29 ( 5 ): 1307 - 1320 . [ DOI: 10.11834/jig.240166 http://dx.doi.org/10.11834/jig.240166 ]
Zhang Y-J , Hu F . 2006 . Ten years’ statistical analysis on the articles and authors of “Journal of Image and Graphics” since its first publication . Journal of Image and Graphics , 11 ( 1 ): 1 - 7 .
章毓晋 , 胡峰 . 2006 . 对《中国图象图形学报》创刊10年来文章和作者的统计分析 . 中国图象图形学报 , 11 ( 1 ): 1 - 7 . [ DOI: 10.11834/ jig.20060101 http://dx.doi.org/10.11834/jig.20060101 ]
Zhang Y-J , Li R . 2000 . Statistical analysis on the articles and authors of "Journal of Image and Graphics" . Journal of Image and Graphics , 5 ( 1 ): 6 - 10 .
章毓晋 , 李睿 . 2000 . 对《中国图象图形学报》论文和作者的统计分析 . 中国图象图形学报 , 5 ( 1 ): 6 - 10 . [ DOI: 10.11834/jig.20000102 http://dx.doi.org/10.11834/jig.20000102 ]
Zhang Y-J , Li R . 2001 . Statistical analysis on the authors of paper cited in the survey series “Image engineering in China” . Journal of Image and Graphics , 6 ( 1 ): 1 - 5 .
章毓晋 , 李睿 . 2001 . 对“中国图象工程”综述系列里文献作者的统计分析 . 中国图象图形学报 , 6 ( 1 ): 1 - 5 . [ DOI: 10.11834/jig.20010102 http://dx.doi.org/10.11834/jig.20010102 ]
Zhang Y-J , Ma J . 2007 . Statistical analysis of Lotka’s parameters for “Chinese Journal of Image and Graphics” . Journal of Image and Graphics , 12 ( 5 ): 776 - 781 .
章毓晋 , 马婧 . 2007 . 对《中国图象图形学报》之洛特卡分布参数的统计分析 . 中国图象图形学报 , 12 ( 5 ): 776 - 781 . [ DOI: 10.11834/jig.20070502 http://dx.doi.org/10.11834/jig.20070502 ]
相关作者
相关机构