浏览全部资源
扫码关注微信
Received：07 March 2022，
Revised：2022-3-21，
Accepted：28 March 2022，
Published：16 April 2022
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二十七。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，对2021年度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2021年发行的所有154期上所发表的学术研究和技术应用文献(共2 958篇)中，选取出所有属于图像工程领域的文献(共833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16年相同)，并在此基础上分别进行了各期刊各类文献的统计和分析。根据对2021年统计数据的分析可以看出：图像分析方向当前得到了最多的关注，其中目标检测和识别、图像分割和边缘检测、人体生物特征提取和验证等都是研究的焦点。另外，遥感、雷达、声呐、测绘以及生物、医学等领域的图像技术开发和应用最为活跃。总的来说，中国图像工程在2021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27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 27th 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 (833) on image engineering research and technique are selected carefully from the research papers (2 958 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 classes in accordance with their main contents (same as the last 15 years). Analysis and discussions about the statistics of the results of classifications by journal and by category are also presented. Analysis on the statistics in 2020 shows that image analysis is receiving the most attention
in which the focuses are mainly on object detection and recognition
image segmentation and edge detection
as well as human biometrics detection and identification. In addition
the studies and applications of image technology in various areas
such as remote sensing
radar
sonar and mapping
as well as biology and medicine are continuously active. 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 2021. The statistics for 27 years also provide readers with more comprehensive and credible information on the development trends of various research directions.
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
Fayaz S, Parah S A, Qureshi G J and Kumar V. 2021. Underwater image restoration: a state-of-the-art review. IET Image Processing, 15(2): 269-285[DOI: 10.1049/ipr2.12041]
Kirillov A, He K M, Girshick R, Rother C and Dollár P. 2019. Panoptic segmentation//Proceedings of 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognction(CVPR). Long Beach, USA: IEEE: 9396-9405[ DOI 10.1109/00963 http://dx.doi.org/10.1109/00963 ]
Lin B D and 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 and 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]
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]
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]
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]
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]
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]
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]
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]
Zhang Y J. 2001b. Image Segmentation. Beijing: Science Press
章毓晋. 2001b. 图象分割[M]. 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]
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]
Zhang Y J. 2003a. Image engineering in China: 2002. Journal of Image and Graphics, 8(5): 481-498
章毓晋. 2003a. 中国图象工程: 2002. 中国图象图形学报, 8(5): 481-498[DOI: 10.11834/jig.200305172]
Zhang Y J. 2003b. Content-Based Visual Information Retrieval. Beijing: Science Publishers
章毓晋. 2003b. 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]
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]
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]
Zhang Y J. 2006b. Advances in Image and Video Segmentation. Hershey, USA: IRM Press, 2006
Zhang Y J. 2007a. Image engineering in China: 2006. Journal of Image and Graphics, 12(5): 753-775
章毓晋. 2007a. 中国图像工程: 2006. 中国图象图形学报, 12(5): 753-775[DOI: 10.11834/jig.20070501]
Zhang Y J. 2007b. Semantic-Based Visual Information Retrieval. Hershey, USA: IRM Press
Zhang Y J. 2008. Imageengineering 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]
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]
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 ofImage 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]
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]
Zhang Y J. 2011b. Advances in Face Image Analysis: Techniques and Technologies. Hershey, 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]
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]
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]
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]
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]
Zhang Y J. 2015b. Half century for image segmentation//Khosrow-Pour M. Encyclopedia of Information Science and Technology. 3rd ed. USA: Information Resources Management Association: 5906-5915
Zhang Y J. 2015c. A comprehensive survey on face image analysis//Khosrow-Pour M. Encyclopedia of Information Science and Technology. 3rd ed. USA: Information Resources Management Association: 491-500
Zhang Y J. 2015d. Up-to-datesummary of semantic-based visual information retrieval//Khosrow-Pour M. Encyclopedia of Information Science and Technology, 3rd ed. USA: Information Resources Management Association: 1294-1303
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]
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]
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]
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: 1319-1330
Zhang Y J. 2018c. The Understanding of Spatial-Temporal Behaviors. 4th ed. Encyclopedia of Information Science and Technology: 1344-1354
Zhang Y J. 2018d. A critical overview of image segmentation techniques based on transition region. 4th Edition. Encyclopedia of Information Science and Technology: 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]
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]
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]
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]
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 and 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]
Zhang Y J and 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]
Zhang Y J and 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]
Zhang Y J and 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]
相关作者
相关机构
京公网安备11010802024621
