Optical detection of bruises and early frost damage on apples

被引:0
|
作者
Upchurch, B.L. [1 ]
Affeldt, H.A. [1 ]
Hruschka, W.R. [1 ]
Throop, J.A. [1 ]
机构
[1] USDA, Kearneysville, United States
关键词
Agricultural Products--Optical Properties - Food Products--Fruits - Light--Reflection;
D O I
暂无
中图分类号
学科分类号
摘要
Diffuse reflectance in the 400 to 1012 nanometer (nm) region was measured on blemished and nonblemished areas of whole 'Empire' apples. The 'Empire' variety is a multi-colored fruit with a high percentage of green coloration in addition to red pigmentation. Reflectance models were developed from the reflectance spectra for identifying bruised, frost damaged (russett-like appearance) and nonblemished areas on unpeeled apples. Single term linear regression analysis was used to select the proper wavelengths for each model. Models were formed from 96 spectra, which included the reflectance spectra from nonblemished red and green, bruised red and green, and early frost damaged sites. No single model tested could classify the samples into three categories: frost damaged, bruised, and nonblemished. Although the ratio between the reflectance at two wavelengths had a high correlation (r2 = 0.77), it was unable to separate the nonblemished and bruised green samples from the frost damaged samples. However, a three-step process, based on a different model for each step separated frost damaged fruit from the lot, separated red and green from the remaining areas, and then identified the bruised areas within the red and green samples.
引用
收藏
页码:1004 / 1009
相关论文
共 50 条
  • [1] OPTICAL-DETECTION OF BRUISES AND EARLY FROST DAMAGE ON APPLES
    UPCHURCH, BL
    AFFELDT, HA
    HRUSCHKA, WR
    THROOP, JA
    TRANSACTIONS OF THE ASAE, 1991, 34 (03): : 1004 - 1009
  • [2] OPTICAL-DETECTION OF BRUISES AND EARLY FROST DAMAGE ON APPLES (CORRECTION OF TRANSACTIONS OF THE ASAE, VOL 34, NO 3, PG 1004, 1991)
    UPCHURCH, BL
    AFFELDT, HA
    HRUSCHKA, WR
    THROOP, JA
    TRANSACTIONS OF THE ASAE, 1991, 34 (04): : 1004 - 1009
  • [3] Detection of bruises and early decay in apples using hyperspectral imaging and PCA
    Zhang, Baohua
    Huang, Wenqian
    Li, Jiangbo
    Zhao, Chunjiang
    Liu, Chengliang
    Huang, Danfeng
    Hongwai yu Jiguang Gongcheng/Infrared and Laser Engineering, 2013, 42 (SUPPL.2): : 279 - 283
  • [4] Detection of Early Tiny Bruises in Apples using Confocal Raman Spectroscopy
    Chen Si-yu
    Zhang Shu-hui
    Zhang Shu
    Tan Zuo-jun
    SPECTROSCOPY AND SPECTRAL ANALYSIS, 2018, 38 (02) : 430 - 435
  • [5] Detection of early bruises in apples using hyperspectral data and thermal imaging
    Baranowski, Piotr
    Mazurek, Wojciech
    Wozniak, Joanna
    Majewska, Urszula
    JOURNAL OF FOOD ENGINEERING, 2012, 110 (03) : 345 - 355
  • [6] Early Detection of Bruises on Apples Using Near-infrared Hyperspectral Image
    Huang, Wenqian
    Zhang, Baihai
    Li, Jiangbo
    Zhang, Chi
    PIAGENG 2013: IMAGE PROCESSING AND PHOTONICS FOR AGRICULTURAL ENGINEERING, 2013, 8761
  • [7] Detection of early bruises in apples using hyperspectral imaging and an improved MobileViT network
    Yang, Mianqing
    Chen, Guoliang
    Lv, Feng
    Ma, Yunyun
    Wang, Yiyun
    Zhao, Qingdian
    Liu, Dayang
    JOURNAL OF FOOD SCIENCE, 2024,
  • [8] Detection of bruises in magnetic resonance images of apples
    Zion, B
    Chen, PT
    McCarthy, MJ
    COMPUTERS AND ELECTRONICS IN AGRICULTURE, 1995, 13 (04) : 289 - 299
  • [9] Hyperspectral imaging coupled with deep learning model for visualization and detection of early bruises on apples
    Zhang, Chengyu
    Liu, Chaoxian
    Zeng, Shan
    Yang, Weiqiang
    Chen, Yulong
    JOURNAL OF FOOD COMPOSITION AND ANALYSIS, 2024, 134
  • [10] Detection of bruises on apples by near infrared reflectance spectroscopy
    Guillermin, P
    Camps, C
    Bertrand, D
    Proceedings of the 5th International Postharvest Symposium, Vols 1-3, 2005, (682): : 1355 - 1361