สืบค้นงานวิจัย
Digital Image Recognition System for Rubber Clones Produced in Malaysia
Ong Chin Wei - ไม่ระบุหน่วยงาน
ชื่อเรื่อง (EN): Digital Image Recognition System for Rubber Clones Produced in Malaysia
ผู้แต่ง / หัวหน้าโครงการ (EN): Ong Chin Wei
บทคัดย่อ (EN): Clone inspection on Hevea brasilliensis throughout Malaysia is currently being carried out by limited number of LGM qualified clone inspectors. The process of clone inspection and verification is very critical because it must guarantee the supply of genuine rubber clones recommended by Malaysian Rubber Board (MRB) to the growers, thus making sure they will harvest the maximum yield in future. At the moment, clone inspection is done by MRB clone inspectors using visual method. However, the number of experienced clone inspectors is dwindling and newly trained clone inspectors are not in the position to take over the task yet. It takes years of experience, effort and the right prodigy to become a good clone inspector. This process is considerably quite lengthy, time consuming and prone to individual bias as this is based solely on different level of one’s many years of field experience. With estimated more than 200 Hevea nurseries nationwide to be inspected and verified, this is an immense job for our limited personnel to handle Recently, MRB has initiated a digital system where this innovative approach will identify Hevea clones. An artificial intelligent system (AI) as a backbone system for mobile devices is successfully developed and incorporated into Android-based smartphones. In order to standardize and also to become a reference point during sampling, reference materials of which comprised of 6 selected Hevea clones-RRIM 928, RRIM 3001, RRIM 2001, RRIM 2024, PB 260 has been established at Rubber Research Experimental Station, Sg. Buloh (RRIES). Field tests had been carried out to verify the system in various private nurseries throughout Peninsular with mixed results. A comprehensive dataset to further validate the leaf morphological characteristic of clones and to normalize the variations and discrepancies between reference materials and clones in the private nurseries have been dealt with and incorporated into the system.
บทคัดย่อ: ไม่พบข้อมูลจากหน่วยงานต้นทาง
ภาษา (EN): en
เผยแพร่โดย (EN): การยางแห่งประเทศไทย
คำสำคัญ (EN): clone inspection
เจ้าของลิขสิทธิ์ (EN): การยางแห่งประเทศไทย
หากไม่พบเอกสารฉบับเต็ม (Full Text) โปรดติดต่อหน่วยงานเจ้าของข้อมูล

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