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As a typical interactive color image segmentation algorithm, grabbing segmentation has high precision, interactive operation and better segmentation effect in processing complex background segmentation, and has broad prospects in the field of agriculture. In this paper, the image segmentation algorithm of maize smut, Maize Head Smut and maize rust, which are three main diseases and insect pests, is studied by taking the high-yield crop Maize in Northeast China as an example. The image background in the static image editing is replaced by an improved one-time cutting algorithm. Through the adaptive combination of weights, the depth information and saliency information are combined into the grabbing color model. The improved image segmentation algorithm greatly improves the efficiency and accuracy of image segmentation, and achieves a good spot segmentation effect in the static image of corn pests and diseases, and has a high recognition. Do not rate. And it plays a predictive research effect in practical verification.<\/jats:p>","DOI":"10.3233\/jifs-179413","type":"journal-article","created":{"date-parts":[[2019,10,23]],"date-time":"2019-10-23T11:31:19Z","timestamp":1571830279000},"page":"379-389","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":17,"title":["Application of agricultural insect pest detection and control map based on image processing analysis"],"prefix":"10.1177","volume":"38","author":[{"given":"Leilei","family":"Deng","sequence":"first","affiliation":[{"name":"College of Information Technology, Jilin Agricultural University, Changchun, Jilin, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhenghao","family":"Wang","sequence":"additional","affiliation":[{"name":"College of Information Technology, Jilin Agricultural University, Changchun, Jilin, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chuang","family":"Wang","sequence":"additional","affiliation":[{"name":"College of Information Technology, Jilin Agricultural University, Changchun, Jilin, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yifan","family":"He","sequence":"additional","affiliation":[{"name":"College of Information Technology, Jilin Agricultural University, Changchun, Jilin, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tao","family":"Huang","sequence":"additional","affiliation":[{"name":"College of Information Technology, Jilin Agricultural University, Changchun, Jilin, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yue","family":"Dong","sequence":"additional","affiliation":[{"name":"College of Information Technology, Jilin Agricultural University, Changchun, Jilin, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xian","family":"Zhang","sequence":"additional","affiliation":[{"name":"School Office, Changchun University, Changchun, Jilin, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"179","published-online":{"date-parts":[[2019,10,18]]},"reference":[{"key":"e_1_3_2_2_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.jspr.2018.03.006"},{"key":"e_1_3_2_3_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2013.06.003"},{"key":"e_1_3_2_4_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.ajo.2012.07.030"},{"key":"e_1_3_2_5_2","doi-asserted-by":"publisher","DOI":"10.1023\/B:VISI.0000022288.19776.77"},{"key":"e_1_3_2_6_2","doi-asserted-by":"publisher","DOI":"10.3724\/SP.J.1004.2011.00011"},{"issue":"7","key":"e_1_3_2_7_2","first-page":"80","article-title":"Research on recognition of digital modulation signals based on code element instantaneous characteristics in low SNR","volume":"35","author":"Yan X.","year":"2013","unstructured":"YanX. and FangT., Research on recognition of digital modulation signals based on code element instantaneous characteristics in low SNR, Journal of the China Railway Society 35(7) (2013), 80\u201384.","journal-title":"Journal of the China Railway Society"},{"key":"e_1_3_2_8_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2009.08.002"},{"issue":"5","key":"e_1_3_2_9_2","first-page":"2018","article-title":"A Survey on Entity Extraction from the Web Pages Methodology and Application","volume":"6","author":"Anusha K.B.","unstructured":"AnushaK.B., A Survey on Entity Extraction from the Web Pages Methodology and Application, International Journal of Innovative Research in Computer and Communication Engineering 6(5), 2018.","journal-title":"International Journal of Innovative Research in Computer and Communication Engineering"},{"issue":"13","key":"e_1_3_2_10_2","first-page":"1181","article-title":"Innovative Bridge Assessment Methods using Image Processing and Infrared Thermography Technology","volume":"18","author":"Miller R.","year":"2012","unstructured":"MillerR., HashimotoK., SugimotoM., et al., Innovative Bridge Assessment Methods using Image Processing and Infrared Thermography Technology, Iabse Congress Report 18(13) (2012), 1181\u20131188.","journal-title":"Iabse Congress Report"},{"issue":"18","key":"e_1_3_2_11_2","first-page":"163","article-title":"Intelligent diagnose system of diseases and insect pests in sweet corn based on mobile terminal with Android system","volume":"28","author":"Yang L.","year":"2012","unstructured":"YangL., GaoL., LinE., et al., Intelligent diagnose system of diseases and insect pests in sweet corn based on mobile terminal with Android system, Transactions of the Chinese Society of Agricultural Engineering 28(18) (2012), 163\u2013168(6).","journal-title":"Transactions of the Chinese Society of Agricultural Engineering"},{"key":"e_1_3_2_12_2","doi-asserted-by":"publisher","DOI":"10.1146\/annurev-arplant-042817-040248"},{"key":"e_1_3_2_13_2","doi-asserted-by":"crossref","unstructured":"FasihiM.S. and MikhaelW.B. 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