{"title":"牛油果(Persea americana Mill.)的评价使用成熟度等级的图像处理技术","authors":"F. Aprilliani, Dheni Atmiasih, Andika Ristiono","doi":"10.21082/JPASCA.V18N1.2021.1-8","DOIUrl":null,"url":null,"abstract":"The purpose of this research was to determine the relationship between the maturity level of avocado and color changes using simple device such as smartphone camera. Avocado with 3 different maturity level A1:<80%, A2:80-85%, and A3:>85% were collected from local farmer in Bandungan, Central Java. The quality evaluation was carried out on 99 avocado (weight of 366±16 g) which included the evaluation of mass loss (%), firmness (kg/mm2), total soluble solids (°brix), and color changes (picture of fruit were taken using smartphone camera and analyzed using Photoshop CC 2019 from Adobe and converted into HSI values). The data were analyzed using two-factorial completely randomized design (CRD) with factor design are the level of maturity and storage time of the avocado. The results indicated that the maturity level were significantly different (p≤0.05) for mass loss, firmness and total soluble solids (TSS) of avocado during storage. The relationship between maturity level and color changes shows the MAPE (mean absolute percent error) value for hue, saturation, intensity ranges between 3,31-6,11%; 11,12-15,79%, and 6,10-6,49% with the light intensity of 527,77 lux. The results indicate that the image processing on smartphone camera is able to describe the level of maturity based on the color changes of avocado during storage with the same treatment conditions.","PeriodicalId":329229,"journal":{"name":"Jurnal Penelitian Pascapanen Pertanian","volume":"29 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-06-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"THE EVALUATION OF AVOCADO (Persea americana Mill.) MATURITY LEVEL USING IMAGE PROCESSING TECHNOLOGY\",\"authors\":\"F. Aprilliani, Dheni Atmiasih, Andika Ristiono\",\"doi\":\"10.21082/JPASCA.V18N1.2021.1-8\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The purpose of this research was to determine the relationship between the maturity level of avocado and color changes using simple device such as smartphone camera. Avocado with 3 different maturity level A1:<80%, A2:80-85%, and A3:>85% were collected from local farmer in Bandungan, Central Java. The quality evaluation was carried out on 99 avocado (weight of 366±16 g) which included the evaluation of mass loss (%), firmness (kg/mm2), total soluble solids (°brix), and color changes (picture of fruit were taken using smartphone camera and analyzed using Photoshop CC 2019 from Adobe and converted into HSI values). The data were analyzed using two-factorial completely randomized design (CRD) with factor design are the level of maturity and storage time of the avocado. The results indicated that the maturity level were significantly different (p≤0.05) for mass loss, firmness and total soluble solids (TSS) of avocado during storage. The relationship between maturity level and color changes shows the MAPE (mean absolute percent error) value for hue, saturation, intensity ranges between 3,31-6,11%; 11,12-15,79%, and 6,10-6,49% with the light intensity of 527,77 lux. The results indicate that the image processing on smartphone camera is able to describe the level of maturity based on the color changes of avocado during storage with the same treatment conditions.\",\"PeriodicalId\":329229,\"journal\":{\"name\":\"Jurnal Penelitian Pascapanen Pertanian\",\"volume\":\"29 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-06-08\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Jurnal Penelitian Pascapanen Pertanian\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.21082/JPASCA.V18N1.2021.1-8\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Jurnal Penelitian Pascapanen Pertanian","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.21082/JPASCA.V18N1.2021.1-8","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
摘要
本研究的目的是利用智能手机相机等简单设备确定鳄梨成熟度与颜色变化之间的关系。3种成熟度A1:85%的牛油果采自中爪哇万东干当地农民。对99个牛油果(重量为366±16 g)进行质量评价,包括质量损失(%)、硬度(kg/mm2)、总可溶性固形物(°糖度)和颜色变化(水果图片使用智能手机相机拍摄,使用Adobe的Photoshop CC 2019进行分析并转换为HSI值)。采用两因子完全随机设计(CRD)对数据进行分析,因子设计为牛油果成熟度和贮藏时间。结果表明:不同成熟度的牛油果贮藏过程中,质量损失量、硬度和总可溶性固形物含量差异显著(p≤0.05);成熟度水平与颜色变化的关系表明,色调、饱和度、强度的MAPE(平均绝对百分比误差)值在3.31 ~ 6.11%之间;光强为527,77勒克斯时,分别为11,12-15,79%和6,10-6,49%。结果表明,在相同处理条件下,智能手机相机上的图像处理能够根据牛油果在储存过程中的颜色变化来描述成熟度。
THE EVALUATION OF AVOCADO (Persea americana Mill.) MATURITY LEVEL USING IMAGE PROCESSING TECHNOLOGY
The purpose of this research was to determine the relationship between the maturity level of avocado and color changes using simple device such as smartphone camera. Avocado with 3 different maturity level A1:<80%, A2:80-85%, and A3:>85% were collected from local farmer in Bandungan, Central Java. The quality evaluation was carried out on 99 avocado (weight of 366±16 g) which included the evaluation of mass loss (%), firmness (kg/mm2), total soluble solids (°brix), and color changes (picture of fruit were taken using smartphone camera and analyzed using Photoshop CC 2019 from Adobe and converted into HSI values). The data were analyzed using two-factorial completely randomized design (CRD) with factor design are the level of maturity and storage time of the avocado. The results indicated that the maturity level were significantly different (p≤0.05) for mass loss, firmness and total soluble solids (TSS) of avocado during storage. The relationship between maturity level and color changes shows the MAPE (mean absolute percent error) value for hue, saturation, intensity ranges between 3,31-6,11%; 11,12-15,79%, and 6,10-6,49% with the light intensity of 527,77 lux. The results indicate that the image processing on smartphone camera is able to describe the level of maturity based on the color changes of avocado during storage with the same treatment conditions.