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컴퓨터 비전과 과실 모델링을 이용한 멜론 과실 생장과 네트 품질의 관계 분석 KCI 등재

Analysis of the Relationship between Melon Fruit Growth and Net Quality Using Computer Vision and Fruit Modeling

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  • URLhttps://db.koreascholar.com/Article/Detail/427380
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생물환경조절학회지 (Journal of Bio-Environment Control)
한국생물환경조절학회 (The Korean Society For Bio-Environment Control)
초록

Melon fruits exhibit a wide range of morphological variations in fruit shape, sugar content, net quality, diameter and weight, which are largely dependent on the variety. These characteristics significantly affect marketability. For netted varieties, the uniformity and pattern of the net serve as key factors in determining the external quality of the melon and act as indicators of its internal quality. In this study, we evaluated the effect of fruit morphology and growth on netting by analyzing the changes in melon fruit quality under LED light treatment and monitoring fruit growth. Computer vision analysis was used for quantitative evaluation of fruit net quality, and a three-variable logistic model was applied to simulate fruit growth. The results showed that melons grown under LED conditions exhibited more uniform fruit shape and improvements in both net quality and sugar content compared to the control group. The results of the logistic model showed minimal error values and consistent curve slopes across treatments, confirming its ability to accurately predict fruit growth patterns under varying light conditions. This study provides an understanding of the effects of fruit shape and growth on net quality.

목차
서 론
재료 및 방법
    1. 실험 대상 온실 및 보광 처리
    2. 과실 조사 및 과실 무게 측정
    3. 멜론 과실 생장 모델
    4. 네트 품질 비교를 위한 정량화 방법
    5. 모델 검증 방법 및 통계 분석
결과 및 고찰
    1. 네트의 형성 및 발달
    2. 과실 생장 모델 분석
    3. 과실 생장과 네트 품질의 관계
    4. 모델 평가
적 요
사 사
저자
  • 윤승리(농촌진흥청 국립원예특작과학원 전문연구원) | Seungri Yoon (RDA Research Associate, Protected Horticulture Researcher Institute, NIHHS, Haman 52054, Korea)
  • 신민주(농촌진흥청 국립원예특작과학원 연구사) | Minju Shin (Researcher, Protected Horticulture Researcher Institute, NIHHS, Haman 52054, Korea)
  • 김진현(농촌진흥청 국립원예특작과학원 연구사) | Jin Hyun Kim (Researcher, Protected Horticulture Researcher Institute, NIHHS, Haman 52054, Korea)
  • 방지웅(농촌진흥청 국립원예특작과학원 연구사) | Ji Wong Bang (Researcher, Protected Horticulture Researcher Institute, NIHHS, Haman 52054, Korea)
  • 정호정(농촌진흥청 국립원예특작과학원 연구관) | Ho Jeong Jeong (Senior Researcher, Protected Horticulture Researcher Institute, NIHHS, Haman 52054, Korea)
  • 안태인(서울대학교 농림생물자원학부 조교수) | Tae In Ahn (Assistant Professor, Department of Agriculture, Forestry and Bioresources (Horticultural Science and Biotechnology), Seoul National University, Seoul 08826, Korea, Assistant Professor, Research Institute of Agriculture and Life Sciences, Seoul National University, Seoul 08826, Korea) Corresponding author