A Coevolution Algorithm in the Image Recognition System

被引：0

作者：

Tan Jianhao ^{[1
]}

Zhang Jing ^{[1
]}

Song Caixia ^{[1
]}

Wang Ya ^{[1
]}

机构：

[1] Hunan Univ, Elect & Informat Engn Coll, Changsha 410082, Hunan, Peoples R China

来源：

2013 THIRD INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEM DESIGN AND ENGINEERING APPLICATIONS (ISDEA) | 2013年

关键词：

genetic programing; coevolution algorithm; image recognition systems; HANDWRITTEN DIGIT RECOGNITION; FEATURE-EXTRACTION; NORMALIZATION;

D O I：

10.1109/ISDEA.2012.12

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

A complete document analysis system involves multiple techniques and indifferent processing steps. Even a character recognition or word recognition module (subsystem) needs techniques combining a few algorithms. To exemplify how the techniques are practically used and how they are performing, some concrete examples of using multiple techniques to build practical recognition systems are presented, and experimental results on real image data are showed. In the paper, evolutionary generation of pattern recognizers will be discussed and a coevolution algorithm in the image recognition system will be researched. This result shows that competitive coevolution and camouflage are expected to aid in the problem of overfitting and reliability without expert tuning, and also in the generation of a larger and more diverse data set.

引用

页码：22 / 25

页数：4

共 50 条

[1] The influence of image enhancement algorithm on face recognition system
He, Yu-Xuan
[J]. 2021 2ND INTERNATIONAL CONFERENCE ON COMPUTER ENGINEERING AND INTELLIGENT CONTROL (ICCEIC 2021), 2021, : 20 - 24
[2] An Efficient Bar Code Image Recognition Algorithm for Sorting System
Zheng, Desheng
Ran, Ziyong
Liu, Zhifeng
Li, Liang
Tian, Lulu
[J]. CMC-COMPUTERS MATERIALS & CONTINUA, 2020, 64 (03): : 1885 - 1895
[3] Wearable damaged clothing fabric image recognition system based on image restoration algorithm
Li, Xu
Zhang, Longlin
[J]. SYSTEMS AND SOFT COMPUTING, 2024, 6
[4] Research on image recognition algorithm for a new type of intelligent ammeter system
Wang Xiaoyuan
Luo Huichang
[J]. 2013 FOURTH INTERNATIONAL CONFERENCE ON DIGITAL MANUFACTURING AND AUTOMATION (ICDMA), 2013, : 1066 - 1068
[5] Research and Analyze about Signal Enhancement Algorithm in Image Recognition System
Han Cuiying
Kong Juan
[J]. 2009 SECOND INTERNATIONAL CONFERENCE ON MACHINE VISION, PROCEEDINGS, ( ICMV 2009), 2009, : 255 - +
[6] Efficient algorithm of eye image check for robust iris recognition system
Jang, J
Kim, K
Lee, Y
[J]. COMPUTER ANALYSIS OF IMAGES AND PATTERNS, PROCEEDINGS, 2003, 2756 : 301 - 308
[7] Multi-unit iris recognition system by image check algorithm
Jang, J
Park, KR
Son, J
Lee, Y
[J]. BIOMETRIC AUTHENTICATION, PROCEEDINGS, 2004, 3072 : 450 - 457
[8] Image measures for segmentation algorithm evaluation of Automatic Target Recognition system
Li, Min
Zhang, GuiLin
[J]. ISSCAA 2006: 1ST INTERNATIONAL SYMPOSIUM ON SYSTEMS AND CONTROL IN AEROSPACE AND ASTRONAUTICS, VOLS 1AND 2, 2006, : 674 - +
[9] The MaxSolve algorithm for coevolution
de Jong, Edwin
[J]. GECCO 2005: GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE, VOLS 1 AND 2, 2005, : 483 - 489
[10] Moving image recognition in virtual physical education system based on adaptive algorithm
Feng, Yuhong
Wang, Penglong
Yang, Shengdong
Xi, Yongping
[J]. INTERNATIONAL JOURNAL OF SYSTEM ASSURANCE ENGINEERING AND MANAGEMENT, 2023,

← 1 2 3 4 5 →