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《Computer Engineering》 2005-12
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Research and Application of Grain Pests Detection and Classification Technology

FAN Yanfeng1,3, ZHEN Tong2,3 (1. College of Computer Science, Northwest Polytechnical University, Xi’an 710072; 2. Department of Control Science and Engineering, Huazhong University of Science and Technology, Wuhan 430074; 3.College of Information Science and Engineering, Henan University of Technology, Zhengzhou 450052 )  
This paper presents the technique of the detection and classification of stored-product pest and provides the hardware composition ofthe detection system. With reference to the first order gray histogram of pest images and their graphic target zones, a new technique and method areprovided to extract the mathematical and statistic feature, texture feature and geometrical configuration features of the pests are acquired. Asexperiments demonstrates, this digital image processing technique can reveal a range of reliable eigenvalue and effectively increase the efficiency ofidentification. This technique has become a new vehicle to the classification and identification of stored-product pest.
【Fund】: 河南省自然科学基金资助项目(0324220027);; 河南省教育厅基础研究基金资助项目(2003520262)
【CateGory Index】: TP391.4
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Chinese Journal Full-text Database 10 Hits
1 REN Xiao-dong et al(Institute for the Control of Agrochemicals,Ministry of Agriculture,Beijing 100125);Model for Cucumber Disease Images Based on GMM[J];Journal of Anhui Agricultural Sciences;2011-34
2 XU Yuanhao;QI Huanfang;School of Mathematics and Statistics,Xidian University;;Insect Classification Based on the Theory of the ELM[J];Electronic Science and Technology;2015-03
3 Fan Yanfeng1,2 Xu Zhaohui11( College of Information Science and Engineering, Henan University of Technology, Zhengzhou 450052)2( College of Computer Science, Northwestern Polytechnical University, Xi’an 710072);Rule Extraction from Neural Networks Based on Clustering Genetic Algorithm and its Application[J];Computer Engineering and Applications;2006-23
4 ZHEN Tong1,2,FAN Yanfeng1(1.College of Information Science and Engineering,Henan University of Technology,Zhengzhou 450052;2.Department of Control Science and Engineering,Huazhong University of Science and Technology,Wuhan 430074);Research of Grain Pests Detection and Classification Based on SVM[J];Computer Engineering;2006-09
5 Fu Maixia Lian Feiyu Zhang Yuan(College of Information Science and Technology,Henan University of Technology,Zhengzhou 450001);Detection and Recognition of Grain Pests Based on Video and SVM[J];Computer & Digital Engineering;2008-11
6 Dong Zhuoli(College of Information Science and Engineering,Henan University of Technology,Zhengzhou 450001,Henan,China) (College of Computer Science,Huazhong University of Science and Technology,Wuhan 430074,Hubei,China);ON CLASSIFICATION AND RECOGNITION OF GRAIN PESTS BASED ON PARTICLE SWARM OPTIMISATION[J];Computer Applications and Software;2010-01
7 REN Xiao-dong1, LIU Mei-qin2*, BAI Hui-hui2 1. Institute for the Control of Agrochemicals, Ministry of Agriculture, Beijing 100125, China; 2. Institute of Information Science, Beijing Jiaotong University, Beijing 100044, China;Model for Cucumber Disease Images based on GMM[J];植物病虫害研究(英文版);2011-05
8 FAN Yan-feng~(1,2),ZHANG De-xian~2,HE Hua-can~1,ZHANG Hong-mei~2 (1.College of Computer Science, Northwest Polytechnical University, Xi'an 710072, China; 2.College of Information Science and Engineering, Henan University of Technology, Zhengzhou 450001, China);Research and application of genetic algorithm in baking bread quality classification[J];Computer Engineering and Design;2007-23
9 ZHANG Guo,LI Xiao-juan,ZHANG Cong-xia(College of Information Engineering,Capital Normal University Beijing,Beijing 100037,China);Research and application of microscopic image classification technology[J];Computer Engineering and Design;2008-06
10 Li Jian,Chen Chang-mming(College of Electrical and Information Engineering,Shanxi University of Science and Technology,Xi 'an 710021,China);Research Progress on Automatic Detection for Crop Pests Based on Computer Vision[J];Microcomputer Applications;2009-12
Chinese Journal Full-text Database 2 Hits
1 LI Qing xi (Zhongshan College, Zhongshan, Guangdong 528402, China);New Usage of the Computer in Insect Classification[J];ENTOMOTAXONOMIA;2000-02
2 Qiu Daoyin,Zhang Hongtao,Chen Tiejun,Zhang Chenghua,Zhang Yuzheng (Zhengzhou University,school of electric Engineering,Zhengzhou 450020,China );Application of fuzzy recognition technique in stored-grain pests detection[J];System Sciemces and Comprehensive Studies In Agriculture;2002-02
Chinese Journal Full-text Database 10 Hits
1 ZHANG Hong-tao et al(Institute of Electric power,North China Institute of Water Conservancy and Hydroelectric Power,Zhengzhou,Henan 450011);Research on Feature Compression in the Image Recognition of the Storedgrain Pests[J];Journal of Anhui Agricultural Sciences;2008-27
2 LIANG Bin-mei (College of Mathematics and Information Science,Guangxi University,Nanning,Guangxi 530004);Study on Stored-grain Pests Classification Based on Self-organizing Feature Map Neural Network[J];Journal of Anhui Agricultural Sciences;2009-32
3 SHENG Ming-jin(Chemistry Dept.of North Sichuan Medical College, Nanchong 63700,China);The Classification of Dyes with Fuzzy of K -mean Cluster Analysis[J];Journal of Anqing Teachers College(Natural Science Edition);2005-02
4 DONG Ming zhe (Department of Mathematic,Anshan Teachers College,Liaoning Anshan 114005,China);Study on the Method of Ni/MH Battery Capacity Predict[J];Journal of Anshan Teachers College;2000-03
5 XU Zhengguang,WANG Haitao,QU Shoude (Information Engineering School, UST Beijing, Beijing 100083, China);A Pattern Recognition Method based on Statistical Mapping Space[J];Journal of University of Science and Technology Beijing;2001-02
6 XU Zhengguang, QU Shoude, YU Lianrong 1) Information Engineering School, University of Science and Technology Beijing, Beijing 100083, China 2) Industry School of Henan Province, Zhengzhou 450002, China;Self-Learning Pattern Recognition Method Base on the Statistical Space Mapping[J];Journal of University of Science and Technology Beijing;2003-05
7 YI Zhong kai, WU Cang pu (Dept. of Automatic Control, Beijing Institute of Technology, Beijing100081, China);An Integrated Perceptron Network and Learning Algorithm for Multi-Class Patterns Recognition[J];Journal of Beijing Institute of Technology;2001-04
8 LIU Wan-chun,LUO Shuang-hua,ZHU Yu-wen,XIE Shi-bin (Department of Computer Science and Engineering, School of Information Science and Technology, Beijing Institute of Technology, Beijing100081, China);Fabric Defect Classification Based on Cluster Analysis and Support Vector Machine[J];Journal of Beijing Institute of Technology;2004-08
9 Liu Yi , Shao Qingyu , Li Qiao (Dept,of Biomedical Engineering,Shandong ,Medical University, Jinan 250012);The Boundary Processing of Medical Image[J];BEIJING BIOMEDICAL ENGINEERING;1997-01
10 YAN Hao,ZHANG Bo,LIU Fang,LEI Zhen-ming (School of Information and Communication Engineering,Beijing University of Posts and Telecommunications,Beijing 100876,China);A New Method of Items' Quantities Based Closed Frequent Itemsets Hierarchical Clustering[J];Journal of Beijing University of Posts and Telecommunications;2011-06
China Proceedings of conference Full-text Database 4 Hits
1 LI Zheng,NI Yuan-ping,LIU Di,WANG Hai-peng (Kunming University of Science and Technology,Kunming 650051,China);Reasearch on Math-morphological Feature Extraction in Classification of Tephritidae[A];[C];2010
2 Yanling XU1,Junguo ZHOU2,Limin WU1,Xuefeng QIN1 1College of Resource and Environment,Henan Institute of Science and Technology,HIST,Xinxiang,China 2College of Landscape Architecture,Henan Institute of Science and Technology,HIST,Xinxiang,China;The Application of Computer Technique in Insects Research[A];[C];2010
3 Sun Haojun Liu Zhihui Kong Lingjun (Faculty of Mathematics and Computer Sciences,Hebei University,Baoding 071002,China);Improvement hierarchical algorithm based on model clustering[A];[C];2007
4 CHEN Ai-jun1, 2, WEI Xiang-quan2, ZHU Bing2 (1.College of Machinery and Electronic Engineering, Northeast Forestry University, Harbin 150040, China; 2.Institute of Image Information Technology and Engineering, Harbin Institute of Technology, Harbin 150001, China);Fast extraction of river from satellite remote sensing images[A];[C];2006
Chinese Journal Full-text Database 10 Hits
1 ZHANG Hong-tao et al(Institute of Electric power,North China Institute of Water Conservancy and Hydroelectric Power,Zhengzhou,Henan 450011);Research on Feature Compression in the Image Recognition of the Storedgrain Pests[J];Journal of Anhui Agricultural Sciences;2008-27
2 QI Li-ying(Institute of Pure and Application Mathematics,Ankang University,Ankang,Shaanxi 725000);A Study of Automated Insect Identification Based on Multi-Features Synthesis[J];Journal of Anhui Agricultural Sciences;2009-03
3 ZHAO Jing-ying et al(Department of Computer Science and Engineering,Dalian Nation University,Dalian,Liaoning 116600);Study on Chironomid Larvae Recognition Based on DWT and Improved KNN[J];Journal of Anhui Agricultural Sciences;2009-29
4 HU Yu-xia et al(College of Electric Engineering,Zhengzhou University,Zhengzhou,Henan 450001);Feature Extraction of Stored-grain Insects Based on Ant Colony Optimization and Support Vector Machine Algorithm[J];Journal of Anhui Agricultural Sciences;2012-06
5 Ding Kejian Tan Genjia Hu Guangbao Li Gaofeng (Department of Plant Protection,Anhui Agricultural University,Hefei 230036);The Development of An Expert System for Diagnose, Forecast and Control of Major Rice Diseases[J];JOURNAL OF ANHUI AGRICULTURAL UNIVERSITY;1998-02
6 PENG Ling-yun1,ZHOU Xi-yuan1,LI Xiao-jun2(1.Beijing Key Laboratory of Earthquake Engineering and Structureal Retrofit,Beijing University of Technology,Beijing 100124,China;2.Institute of Geophysics,China Seismological Bureau,Beijing 100081,China);Some Improvements on Exiting Power Spectral Models of Strong Earthquake Ground Motion[J];Journal of Beijing University of Technology;2011-03
7 BAO Hong~1, SHU Xiao-feng~2 (1.Information College of Beijing Union University, Beijing100101, China; 2.Antique Administration Bureau of Beijing, Beijing100007, China);Toward Ontology for the Foundational Model of Antique Authentication and Its Modeling Environment[J];Journal of Beijing Union University;2004-03
8 DUO Hua-qiong;WANG Xi-ming;FAN Jun-xiong.College of Material Science and Art Design,Inner Mongolia Agriculture University,Hohhot,010018,P.R.China;Cross section size analysis of tracheids in Tsuga chinensis wood with Fourier transformation[J];Journal of Beijing Forestry University;2009-05
9 Zuo Xinian Liu Laifu Wang Xinli Shen Zuorui ( 1)College of Mathematics Science, Beijing Normal University, 100875, Beijing, China 2)Department of Entomology, China Agricultural University, 100094, Beijing, China);REPARATION OF MYRMELEONTIDAE'S VENATION BASED ON TENSOR VOTING[J];Journal of Beijing Normal University(Natural Science);2005-02
10 ZHOU Man ZHOU Mingquan(College of Infomation Science and Technology,Beijing Normal University,100875,Beijing,China);AUTOMATIC RICE PEST INSECTS SECOGNITION BASED ON BP NEURAL NETWORK[J];Journal of Beijing Normal University(Natural Science);2008-02
China Proceedings of conference Full-text Database 1 Hits
1 Yu Xinwen Shen Zuorui Department of Entomology, The China Agricultural University, Beijing, 100094;DIGITAL IMAGE ENHANCEMENT OF HELICOVERPA ARMIGERA HUBNER[A];THE ENTOMOLOGICAL SOCIETY OF CHINA[C];2000
【Secondary References】
Chinese Journal Full-text Database 10 Hits
1 ZHANG Zhong-ming,YU Ming-guang,GUO Dong-wei ( College of Computer Science and Technology,Jilin University,Changchun 130012,China);Rules Extraction from Artificial Neural Network Based on Clustering[J];Journal of Jilin University(Information Science Edition);2010-05
2 XIONG Jun-tao1,SUN Bao-xia2,YU Shou-hua1(1.College of Informatics,South China Agricultral University,Guangzhou 510642,China; 2.Department of Mechanical Engineering,Guangdong Polytechnic College,Guangzhou 510520,China);Research on dragonfly automatic identification system based on image processing[J];Guangdong Agricultural Sciences;2011-18
3 Zhang Jun;Dong Lan-fang;Yu Jia-kui;School of Computer Science and Technology, University of Science and Technology of China;;Texture Based Fast Intra Prediction Algorithm for HEVC[J];Electronic Technology;2015-09
4 Yu Guiying Jiang Xianman Fan Weijun Sang Ru(College of Metrology and Measurement Engineering,China Jiliang University,Hangzhou,Zhejiang 310018,China);Portable Larvae Image Analyzer for Plant Quarantine[J];Laser & Optoelectronics Progress;2010-12
5 ZHAO Juan (College of Computer and Information Science,South University,Chongqing 400715,China);Recognition for Pests Classifier in Stored-grain Based on Gabor Wavelet and SVM[J];Computer and Modernization;2008-04
6 ZHU Le-Qing1,ZHANG Zhen2,ZHANG Pei-Yi2(1. College of Computer Science and Information Engineering,Zhejiang Gongshang University,Hangzhou 310018,China; 2. Key Laboratory of Forest Protection of State Forestry Administration,Research Institute of Forest Ecology,Environment and Protection,Chinese Academy of Forestry,Beijing 100091,China);Image identification of insects based on color histogram and dual tree complex wavelet transform(DTCWT)[J];Acta Entomologica Sinica;2010-01
7 Mao Hanping Zhang Hongtao(Jiangsu University);Research Progress and Prospect for Image Recognition of Stored-grain Pests[J];Transactions of the Chinese Society for Agricultural Machinery;2008-04
8 WANG Jian-bin,FAN Xin-hua,GU Jian-feng(Suzhou Entry-exit Inspection and Quarantine Bureau,Suzhou 215000,China);Application of Mathematical Morphology in Identification of Insects[J];Journal of Hebei Agricultural Sciences;2012-04
9 LI Ling,ZONG Li,LIU Mei-ying,ZHANG Song(College of Engineering,Huazhong Agricultural University,Wuhan 430070,China);Study on Fractal Dimension of Organic Premix Carriers[J];Hubei Agricultural Sciences;2012-20
10 Li Zhen 1,2,3,Hong Tiansheng 1,2,3 ※,Zeng Xiangye 1,2,3,Zheng Jianbao 1,2,3(1.Key Laboratory of Key Technology on Agricultural Machine and Equipment,Ministry of Education,Guangzhou 510642,China;2.Division of Citrus Machinery,China Agriculture Research System Guangzhou 510642,China;3.College of Engineering,South China Agricultural University,Guangzhou 510642,China);Citrus red mite image target identification based on K-means clustering[J];Transactions of the Chinese Society of Agricultural Engineering;2012-23
China Proceedings of conference Full-text Database 1 Hits
1 WANG Jiangning~(1)),JI Liqiang~(2)) 1)2)(Institute of Zoology,Chinese Academy of Sciences,Beijing 100101,China);Research on Features of Insect Image[A];[C];2010
【Secondary Citations】
Chinese Journal Full-text Database 2 Hits
1 Wan Zhenqun (Fuzhou Grain Bureau. Jiangxi);MY OPINION ON GRAIN STORAGE OF CHIINA[J];GRAIN STORAGE;1999-01
2 XU Fang 1,QIU Dao yin 1,BAI Xu guang 2,SHEN Xian zhang 1 (1 Electric and Information Engineering Collge,Zhengzhou University,Zhenzhou 450002,China; 2 School of Grain,Oil and Food,Zhengzhou Institute of Technology,Zhengzhou 450052,China);STUDY ON THE IMAGE PROCESSING TECHNOLOGY FOR DETECTING INSECTS IN GRAIN STORAGE[J];Journal of Zhengzhou Grain College;2001-01
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