Recent advances of optical imaging in the drying process of grains-A review

被引:7
|
作者
Jimoh, Kabiru Ayobami [1 ]
Hashim, Norhashila [1 ,2 ]
Shamsudin, Rosnah [3 ]
Man, Hasfalina Che [1 ,2 ]
Jahari, Mahirah [1 ,2 ]
机构
[1] Univ Putra Malaysia, Fac Engn, Dept Biol & Agr Engn, Serdang 43400, Selangor, Malaysia
[2] Univ Putra Malaysia, Fac Engn, SMART Farming Technol Res Ctr, Serdang 43400, Selangor, Malaysia
[3] Univ Putra Malaysia, Fac Engn, Dept Proc & Food Engn, Serdang 43400, Selangor, Malaysia
关键词
Grains; Dehydration process; Grain quality; Non-destructive methods; Imaging; Electromagnetic spectrum; ROUGH RICE; QUALITY;
D O I
10.1016/j.jspr.2023.102145
中图分类号
Q96 [昆虫学];
学科分类号
摘要
The ability to meet the demand for healthy dried grains by consumers is a great motivation for industrial grain processors to ensure grain quality retention during the drying process. The use of non-destructive, timely, accurate, reliable, economical, and environment-friendly techniques for grain quality detection remains in the top interest of researchers and agricultural industries in recent years. Physical and sensory inspection as well as physicochemical index analysis is part of the manual approaches for measuring grain quality. Due to sample integrity destruction and low efficiency, these procedures struggle to satisfy modern standards of their high susceptibility to human and analytical errors. The rapid advancement in measurement methods has led to the use of a variety of optical-based techniques for monitoring grain throughout the drying process since they are nondestructive and highly effective. The techniques such as RGB imaging, micro imaging, and thermal imaging have been extensively used to assess grain qualities which include grain size, shape, shrinkage, colour, temperature distribution, and microstructure. Meanwhile, the application of optical spectroscopy such as ultraviolet-visible (UV-Vis), near-infrared (NIR), and shortwave infrared (SWIR) spectral in grain drying were less evaluated in recent years. Therefore, it is crucial to understand the recent advances in the principle, procedure, and application of non-destructive optical imaging techniques for assessing grain qualities during the drying process. This requires attention for the development of improved monitoring and controlling system for the grain drying process, to ensure timely, healthy and high-quality dried grain production.
引用
收藏
页数:12
相关论文
共 50 条
  • [41] Recent advances in optical technologies for data centers: a review
    Cheng, Qixiang
    Bahadori, Meisam
    Glick, Madeleine
    Rumley, Sebastien
    Bergman, Keren
    OPTICA, 2018, 5 (11): : 1354 - 1370
  • [42] Review of Recent Advances in Gaussian Process Regression Methods
    Lyu, Chenyi
    Liu, Xingchi
    Mihaylova, Lyudmila
    ADVANCES IN COMPUTATIONAL INTELLIGENCE SYSTEMS, UKCI 2022, 2024, 1454 : 226 - 237
  • [43] A review of recent advances and techniques in the noodle mixing process
    Obadi, Mohammed
    Zhang, Jiyao
    He, Zhen
    Zhu, Shuyun
    Wu, Qifei
    Qi, Yajing
    Xu, Bin
    LWT-FOOD SCIENCE AND TECHNOLOGY, 2022, 154
  • [44] Recent advances in optical imaging technologies for the detection of bladder cancer
    Raharja, Putu Angga Risky
    Hamid, Agus Rizal A. H.
    Mochtar, Chaidir A.
    Umbas, Rainy
    PHOTODIAGNOSIS AND PHOTODYNAMIC THERAPY, 2018, 24 : 192 - 197
  • [45] Optical Imaging of infants' neurocognitive development: Recent advances and perspectives
    Minagawa-Kawai, Yasuyo
    Mori, Koichi
    Hebden, Jeremy C.
    Dupoux, Emmanuel
    DEVELOPMENTAL NEUROBIOLOGY, 2008, 68 (06) : 712 - 728
  • [46] Recent Advances in Optical Spectroscopic and Imaging Methods for Medicine and Biology
    Shang, Yu
    Qian, Zhiyu
    Mesquita, Rickson C.
    Dehaes, Mathieu
    JOURNAL OF SPECTROSCOPY, 2016, 2016
  • [47] Recent advances in high speed diffuse optical imaging in biomedicine
    Applegate, M. B.
    Istfan, R. E.
    Spink, S.
    Tank, A.
    Roblyer, D.
    APL PHOTONICS, 2020, 5 (04)
  • [48] RECENT ADVANCES IN FREEZE-DRYING
    GREAVES, RIN
    JOURNAL OF PHARMACY AND PHARMACOLOGY, 1962, 14 (10) : 621 - &
  • [49] Recent advances in compaction simulation and imaging: characterising the compaction process
    Pitt, K.
    JOURNAL OF PHARMACY AND PHARMACOLOGY, 2004, 56 : S93 - S93
  • [50] Recent advances in fluidized bed drying
    Haron, N. S.
    Zakaria, J. H.
    Batcha, M. F. Mohideen
    2ND INTERNATIONAL CONFERENCE ON COMPUTATIONAL FLUID DYNAMICS IN RESEARCH AND INDUSTRY (CFDRI 2017), 2017, 243