{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,11]],"date-time":"2025-11-11T22:30:39Z","timestamp":1762900239508,"version":"3.40.3"},"publisher-location":"Singapore","reference-count":13,"publisher":"Springer Nature Singapore","isbn-type":[{"type":"print","value":"9789811675966"},{"type":"electronic","value":"9789811675973"}],"license":[{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022]]},"DOI":"10.1007\/978-981-16-7597-3_45","type":"book-chapter","created":{"date-parts":[[2022,2,28]],"date-time":"2022-02-28T11:02:48Z","timestamp":1646046168000},"page":"549-560","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Oil Palm Tree Detection and Counting for Precision Farming Using Deep Learning CNN"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-4103-0674","authenticated-orcid":false,"given":"Kuryati","family":"Kipli","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Paul Lee Jaw","family":"Bin","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sam Huai","family":"En","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Annie","family":"Joseph","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hushairi","family":"Zen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Brandon Gan Yong","family":"Kien","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"M. A.","family":"Jalil","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kanad","family":"Ray","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"M. Shamim","family":"Kaiser","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mufti","family":"Mahmud","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2022,2,28]]},"reference":[{"issue":"21","key":"45_CR1","doi-asserted-by":"publisher","first-page":"5122","DOI":"10.1080\/01431161.2016.1226527","volume":"37","author":"H Santoso","year":"2016","unstructured":"Santoso, H., Tani, H., Wang, X.: A simple method for detection and counting of oil palm trees using high-resolution multispectral satellite imagery. Int. J. Remote Sens. 37(21), 5122\u20135134 (2016)","journal-title":"Int. J. Remote Sens."},{"issue":"2-3","key":"45_CR2","doi-asserted-by":"publisher","first-page":"322","DOI":"10.1016\/S0034-4257(02)00050-0","volume":"82","author":"D Pouliot","year":"2002","unstructured":"Pouliot, D., King, D., Bell, F., Pitt, D.: Automated tree crown detection and delineation in high-resolution digital camera imagery of coniferous forest regeneration. Remote Sens. Environ. 82(2\u20133), 322\u2013334 (2002)","journal-title":"Remote Sens. Environ."},{"issue":"8","key":"45_CR3","doi-asserted-by":"publisher","first-page":"2095","DOI":"10.1080\/01431161003662928","volume":"32","author":"H Shafri","year":"2011","unstructured":"Shafri, H., Hamdan, N., Saripan, M.: Semi-automatic detection and counting of oil palm trees from high spatial resolution airborne imagery. Int. J. Remote Sens. 32(8), 2095\u20132115 (2011)","journal-title":"Int. J. Remote Sens."},{"key":"45_CR4","unstructured":"Zakharova, M.: Automated coconut tree detection in aerial imagery using deep learning (2019). https:\/\/iiw.kuleuven.be\/onderzoek\/eavise\/mastertheses\/mariia-zakharova.pdf. Convolutional Neural Network, Mathworks.com, 2019"},{"key":"45_CR5","doi-asserted-by":"crossref","unstructured":"Dormer, J., Halicek, M., Ma, L., Reilly, C., Fei, B., Schreibmann, E.: Convolutional neural networks for the detection of diseased hearts using CT images and left atrium patches, Medical Imaging 2018: Computer-Aided Diagnosis (2018)","DOI":"10.1117\/12.2293548"},{"key":"45_CR6","doi-asserted-by":"crossref","unstructured":"Chen, S., He, H.: Stock prediction using convolutional neural network. IOP Conference Series: Materials Science and Engineering, Vol 435, p. 012026 (2018)","DOI":"10.1088\/1757-899X\/435\/1\/012026"},{"key":"45_CR7","unstructured":"Monthly Export of Oil Palm Products 2019, Bepi.mpob.gov.my, 2019. http:\/\/bepi.mpob.gov.my\/index.php\/en\/statistics\/export\/371-export-2019\/925-monthly-export-of-oil-palm-products-2019.html. Accessed 19 Dec 2019"},{"issue":"1","key":"45_CR8","doi-asserted-by":"publisher","first-page":"22","DOI":"10.3390\/rs9010022","volume":"9","author":"W Li","year":"2016","unstructured":"Li, W., Fu, H., Yu, L., Cracknell, A.: Deep learning based oil palm tree detection and counting for high-resolution remote sensing images. Remote Sens. 9(1), 22 (2016)","journal-title":"Remote Sens."},{"issue":"12","key":"45_CR9","doi-asserted-by":"publisher","first-page":"4692","DOI":"10.1109\/JSTARS.2014.2331425","volume":"7","author":"S Malek","year":"2014","unstructured":"Malek, S., Bazi, Y., Alajlan, N., AlHichri, H., Melgani, F.: Efficient framework for palm tree detection in UAV images. IEEE J. Selected Topics in Appl. Earth Observ. Remote Sens. 7(12), 4692\u20134703 (2014)","journal-title":"IEEE J. Selected Topics in Appl. Earth Observ. Remote Sens."},{"key":"45_CR10","doi-asserted-by":"crossref","unstructured":"Manandhar, A., Hoegner, L., Stilla, U.: Palm tree detection using circular autocorrelation of polar shape matrix, in ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences, Vol. 3, pp. 465\u2013472 (2016)","DOI":"10.5194\/isprsannals-III-3-465-2016"},{"key":"45_CR11","doi-asserted-by":"crossref","unstructured":"Coskun, M., Ucar, A., Yildirim, O., Demir, Y.: Face recognition based on convolutional neural network, in 2017 International Conference on Modern Electrical and Energy Systems (MEES) (2017)","DOI":"10.1109\/MEES.2017.8248937"},{"issue":"19","key":"45_CR12","doi-asserted-by":"publisher","first-page":"7500","DOI":"10.1080\/01431161.2019.1569282","volume":"40","author":"N Mubin","year":"2019","unstructured":"Mubin, N., Nadarajoo, E., Shafri, H., Hamedianfar, A.: Young and mature oil palm tree detection and counting using convolutional neural network deep learning method. Int. J. Remote Sens. 40(19), 7500\u20137515 (2019)","journal-title":"Int. J. Remote Sens."},{"key":"45_CR13","doi-asserted-by":"crossref","unstructured":"Daliman, S., Abu-Bakar, S., Azam, S.: Development of young oil palm tree recognition using Haar- based rectangular windows. IOP Conference Series: Earth and Environmental Science, vol 37, p. 012041 (2016)","DOI":"10.1088\/1755-1315\/37\/1\/012041"}],"container-title":["Lecture Notes in Networks and Systems","Proceedings of the Third International Conference on Trends in Computational and Cognitive Engineering"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-981-16-7597-3_45","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,29]],"date-time":"2022-07-29T14:15:06Z","timestamp":1659104106000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-981-16-7597-3_45"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022]]},"ISBN":["9789811675966","9789811675973"],"references-count":13,"URL":"https:\/\/doi.org\/10.1007\/978-981-16-7597-3_45","relation":{},"ISSN":["2367-3370","2367-3389"],"issn-type":[{"type":"print","value":"2367-3370"},{"type":"electronic","value":"2367-3389"}],"subject":[],"published":{"date-parts":[[2022]]},"assertion":[{"value":"28 February 2022","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}