A Review on the Organic and Non-Organic Fruits and Vegetable Detection Methods

被引:0
|
作者
Natarajan, Sowmya [1 ]
Ponnusamy, Vijayakumar [1 ]
机构
[1] SRM Inst Sci & Technol, Elect & Commun Engn, Chennai, Tamil Nadu, India
来源
2021 SIXTH INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, SIGNAL PROCESSING AND NETWORKING (WISPNET) | 2021年
关键词
Deep Learning; Non-organic compounds; Organic compounds; Spectroscopic methods; CHEMOMETRIC ANALYSIS; QUALITY PARAMETERS; SPECTROSCOPY; DISCRIMINATION; PRODUCTIONS; PREDICTION; RESONANCE; RESIDUES; PEPPERS; SYSTEMS;
D O I
10.1109/WISPNET51692.2021.9419397
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The growth of organic fruits and vegetables is becoming a challenging task nowadays. In markets, there is a problem exist in differentiating between organic and in-organic products. The qualitative spectroscopic analysis combined with Ma-chine learning techniques provides good results for finding the internal compositional information. The nutritional and fraudulent examinations deliver qualitative classification knowledge to the consumers. The vitamins, antioxidants, phenolic nitrate ion compounds, nitrogen - 15, Volume, and Colors are categorized as organic compounds during the discrimination process. This review paper discusses various Visible, NIR-MIR analysis and various imaging analysis methods for discriminating organic and non-organic compounds in different fruits and vegetables. Some of the deep learning and Machine learning techniques are also discussed in this literature review analysis.
引用
收藏
页码:1 / 5
页数:5
相关论文
共 50 条
  • [1] Chemical characterization of organic and non-organic virgin olive oils
    Luis Garcia-Gonzalez, Diego
    Aparicio-Ruiz, Ramon
    Teresa Morales, Maria
    OCL-OILSEEDS AND FATS CROPS AND LIPIDS, 2014, 21 (05)
  • [2] An environmental cost-benefit analysis of organic and non-organic sheep farming in Iceland
    Merida, Vincent Elijiah
    Cook, David
    Ogmundarson, Olafur
    Daviosdottir, Brynhildur
    JOURNAL OF AGRICULTURE AND FOOD RESEARCH, 2024, 18
  • [3] Differentiation of organic and non-organic winter wheat cultivars from a controlled field trial by crystallization patterns
    Kahl, Johannes
    Busscher, Nicolaas
    Mergardt, Gaby
    Maeder, Paul
    Torp, Torfinn
    Ploeger, Angelika
    JOURNAL OF THE SCIENCE OF FOOD AND AGRICULTURE, 2015, 95 (01) : 53 - 58
  • [4] Mid infrared spectroscopy and multivariate analysis: A tool to discriminate between organic and non-organic wines grown in Australia
    Cozzolino, Daniel
    Holdstock, Matt
    Dambergs, Robert G.
    Cynkar, Wies U.
    Smith, Paul A.
    FOOD CHEMISTRY, 2009, 116 (03) : 761 - 765
  • [5] Differentiation Between Organic and Non-Organic Apples Using Diffraction Grating and Image ProcessingA Cost-Effective Approach
    Jiang, Nanfeng
    Song, Weiran
    Wang, Hui
    Guo, Gongde
    Liu, Yuanyuan
    SENSORS, 2018, 18 (06)
  • [6] A comparative study of farm nutrient budgets and nutrient flows of certified organic and non-organic farms in China, Brazil and Egypt
    Oelofse, Myles
    Hogh-Jensen, Henning
    Abreu, Lucimar S.
    Almeida, Gustavo F.
    El-Araby, Ahmed
    Hui, Qiao Yu
    de Neergaard, Andreas
    NUTRIENT CYCLING IN AGROECOSYSTEMS, 2010, 87 (03) : 455 - 470
  • [7] DESIGN OF NON-ORGANIC TRASH PROCESSING MACHINE BASED ON SOLAR PANELS IN TOURISM VILLAGE
    Soegoto, Eddy Soeryanto
    Gaol, Theresia Valentina Lumban
    Albar, Chepi Nur
    Dewi, Natasha Puspa
    JOURNAL OF ENGINEERING SCIENCE AND TECHNOLOGY, 2022, 17 (06): : 3916 - 3925
  • [8] Differentiation of organic and non-organic ewe's cheeses using main mineral composition or near infrared spectroscopy coupled to chemometric tools: A comparative study
    Inmaculada Gonzalez-Martin, M.
    Miguel Hernandez-Hierro, Jose
    Revilla, Isabel
    Vivar-Quintana, Ana
    Gonzalez-Perez, Claudio
    Gomez Garcia, Lorena
    Palacios Riocerezo, Carlos
    Lobos Ortega, Iris A.
    TALANTA, 2011, 85 (04) : 1915 - 1919
  • [9] Global situation for organic tree fruits
    Granatstein, David
    Kirby, Elizabeth
    Ostenson, Harold
    Willer, Helga
    SCIENTIA HORTICULTURAE, 2016, 208 : 3 - 12
  • [10] Explicit and Implicit Components of the Emotional Processing in Non-organic Vision Loss: Behavioral Evidence About the Role of Fear in Functional Blindness
    Scarpina, Federica
    Melzi, Lisa
    Castelnuovo, Gianluca
    Mauro, Alessandro
    Marzoli, Stefania B.
    Molinari, Enrico
    FRONTIERS IN PSYCHOLOGY, 2018, 9