The Community for Technology Leaders
RSS Icon
Subscribe
Issue No.06 - November/December (2008 vol.23)
pp: 33-41
Nanning Zheng , Xi'an Jiaotong University
Qubo You , Xi'an Jiaotong University
Gaofeng Meng , Xi'an Jiaotong University
Jihua Zhu , Xi'an Jiaotong University.
Shaoyi Du , Xi'an Jiaotong University
Jianyi Liu , Xi'an Jiaotong University
ABSTRACT
This article briefly reviews the development of image recognition in and outside China. It presents theoretical research achievements and applied research as well as several typical applications of image recognition in China. Finally, it discusses future trends in image recognition integrated with cognitive science. This article is part of a special issue on AI in China.
INDEX TERMS
image recognition, China, cognitive science, face recognition, biometrics, artificial neural networks, ANNs, intelligent transportation systems, ITS, optical character recognition, OCR, automatic target recognition, ATR
CITATION
Nanning Zheng, Qubo You, Gaofeng Meng, Jihua Zhu, Shaoyi Du, Jianyi Liu, "50 Years of Image Processing and Pattern Recognition in China", IEEE Intelligent Systems, vol.23, no. 6, pp. 33-41, November/December 2008, doi:10.1109/MIS.2008.96
REFERENCES
1. R.W. Dai, Synthetic Integration of Intelligence Systems, Zhejiang Science and Technology Press, 1995.
2. R.W. Dai, Chinese Character Recognition System and Its Integration, Zhejiang Science and Technology Press, 1998.
3. Q.Y. Shi and K.S. Fu, "A Method for the Design of Binary Tree Classifiers," Pattern Recognition, vol. 16, no. 6, 1983, pp. 593–603.
4. Q.Y. Shi and K.S. Fu, "Parsing and Translation of (Attributed) Expansive Graph Languages for Scene Analysis," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 5, no. 5, 1983, pp. 472–485.
5. Q.Y. Shi, "Semantic-Syntax-Directed Translation and Its Application to Image Processing," Information Sciences, vol. 32, no. 1, 1984, pp. 75–90.
6. J. Yang and J.Y. Yang, "Why Can LDA Be Performed in PCA Transformed Space," Pattern Recognition, vol. 36, no. 2, 2003, pp. 563–566.
7. J. Yang et al., "KPCA Plus LDA: A Complete Kernel Fisher Discriminant Framework for Feature Extraction and Recognition," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 27, no. 2, 2005, pp. 238–244.
8. Z.Y. Hu and F.C. Wu, "A Note on the Number of Solutions of the Non-coplanar P4P Problem," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 24, no. 4, 2002, pp. 550–555.
9. J. Sun, N.N. Zheng, and H.-Y. Shum, "Stereo Matching Using Belief Propagation," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 25, no. 7, 2003, pp. 787–800.
10. Y. Wu and Z. Hu, "The Invariant Representations of a Cone and a Twisted Cubic," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 25, no. 10, 2003, pp. 1329–1332.
11. X. Ying and Z. Hu, "Catadioptric Camera Calibration Using Geometric Invariants," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 26, no. 10, 2004, pp. 1260–1271.
12. F. Wu, Z. Hu, and F. Duan, "8-Point Algorithm Revisited: Factorized 8-Point Algorithm," Proc. 10th IEEE Int'l Conf. Computer Vision (ICCV 05), IEEE Press, 2005, pp. 488–494.
13. W. Hu et al., "A System for Learning Statistical Motion Patterns," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 28, no. 9, 2006, pp. 1450–1464.
14. W. Hu et al., "Principal Axis-Based Correspondence between Multiple Cameras for People Tracking," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 28, no. 4, 2006, pp. 663–671.
15. L. Wang et al., "Silhouette Analysis-Based Gait Recognition for Human Identification," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 25, no. 12, 2003, pp. 1505–1518.
16. J. Yang et al., "Two-Dimensional PCA: A New Approach to Appearance-Based Face Representation and Recognition," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 26, no. 1, 2004, pp. 131–137.
17. J. Yang et al., "Two-Dimensional DiscriminantTransform for Face Recognition," Pattern Recognition, vol. 38, no. 7, 2005, pp. 1125–1129.
18. S. Wang, "Bionic (Topological) Pattern Recognition—a New Model of Pattern Recognition Theory and Its Applications," Acta Electronica Sinica, vol. 30, no. 10, 2002, pp. 1417–1420.
19. X. Ding, "Chinese Character Recognition: A Review," Acta Electronica Sinica, vol. 30, no. 9, 2002, pp. 1364–1368.
20. X. Ding and C. Liu, "New Breakthrough and Progress in Chinese Character Recognition—the Success of Integrated Chinese Character Recognition System THOCR-97 and Automatic Digital Publication System THOCR-2000," China Information Rev., no. 12, 1999, pp. 109–112.
21. X. Ding and F. Guo, "The Development of Chinese Character Recognition Technology," Electronic Science &Technology Rev., no. 4, 1994, pp. 1–5.
22. Q. Xiao, "Biometrics—Technology, Application, Challenge, and Computational Intelligence Solutions," IEEE Computational Intelligence Magazine, vol. 2, no. 2, 2007, pp. 5–25.
23. S.Z. Li et al., "Illumination Invariant Face Recognition Using Near-Infrared Images," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 29, no. 4, 2007, pp. 627–639.
24. Y. Fu and N. Zheng, "M-Face: An Appearance-Based Photorealistic Model for Multiple Facial Attributes Rendering," IEEE Trans. Circuits and Systems for Video Technology, vol. 16, no. 7, 2006, pp. 830–842.
25. N. Zheng et al., "Automatic On-line Recognition System for Vehicle License Number Plate," J. Xi'an Jiaotong Univ., vol. 25, no. 1, 1991, pp. 43–54.
26. C. Liu et al., "Autocar-Body On-line Laser Inspection System with Machine Vision," Chinese J. Scientific Instrument, vol. 25, no. 4, 2004, pp. 671–672.
27. W. Quan et al., "Beer Bottle Raised Character Extraction and Recognition Method Based on Active Contour Model," Information and Control, vol. 32, no. 4, 2003, pp. 354–362.
28. Y. Shen et al., "Design and Implementation of ATR System Based on Two-Spectrum Sequence Images," Computer Eng. and Applications, no. 35, 2005, pp. 88–91.
29. Y. Xie, "Research on SARS Medical Image Detection and Computer Aided Diagnosis," doctoral dissertation, Dept. of Computing, Univ. of Science and Technology of China, 2006.
30. Z. Zhou et al., "Development of Automated Grading System for Cucumbers," Trans. Chinese Soc. Agricultural Eng., vol. 19, no. 5, 2003, pp. 118–121.
31. H. Jiang et al., "Real Time Intelligent Inspecting and Grading Line of Fruits," Trans. Chinese Soc. Agricultural Eng., vol. 18, no. 6, 2002, pp. 158–160.
32. P. Long and N. Zheng, "A Visual Computing Model Based on Attention Mechanism," J. Image and Graphics, vol. 3, no. 7, 1998, pp. 592–595.
33. T. Liu et al., "Learning to Detect a Salient Object," Proc. IEEE Computer Society Conf. Computer Vision and Pattern Recognition (CVPR 07), IEEE CS Press, 2007, pp. 1–8.
19 ms
(Ver 2.0)

Marketing Automation Platform Marketing Automation Tool