A Survey on Food Recognition and Nutrients Identification for Classification of Healthy Food
Abstract & Details
Research Area
Image Processing
Keywords
Image segmentation
Feature extraction
Object recognition and Artificial Neural Network.
Abstract
Food Recognition system plays an important role in this modern day life. Accurate methods to measure food and energy intake by humans are important for the battle against obesity. High calorie intake in the human body has proved harmful leading to several diseases. To identify food items accurately in such system, image processing is used. Image processing techniques like image segmentation, feature extraction, object recognition, classification is used for food recognition and nutrients identification. For identifying the food items from the image the Artificial neural network method is used. Image classifiers are trained to identify and categorize individual food items on a plate from a single image. After food recognition the nutrients in the food will be identified and based on nutrients content the classification of healthy food items will be done.
License
This work is licensed under a Creative
Commons
Attribution-ShareAlike 4.0 International License.
Author Information
| # | Name | Institute / Affiliation |
|---|---|---|
| 1 | Gamit Vaibhavee K | L.J. Institute of Engineering & Technology |
| 2 | Prof. Hinal Somani | LJIET |
How to Cite
Use the following formats to cite this article in your research.
APA Style
K, Gamit Vaibhavee & Somani, Prof. Hinal (2016). A Survey on Food Recognition and Nutrients Identification for Classification of Healthy Food. International Journal of Advance Research and Innovative Ideas In Education, 2(6), 657-662.
MLA Style
K, Gamit Vaibhavee, and Prof. Hinal Somani. "A Survey on Food Recognition and Nutrients Identification for Classification of Healthy Food." International Journal of Advance Research and Innovative Ideas In Education, vol. 2, no. 6, 2016, pp. 657-662.
IEEE Style
Gamit Vaibhavee K and Prof. Hinal Somani, "A Survey on Food Recognition and Nutrients Identification for Classification of Healthy Food," International Journal of Advance Research and Innovative Ideas In Education, vol. 2, no. 6, pp. 657-662, 2016.
Vancouver Style
K Gamit Vaibhavee, Somani Prof. Hinal. A Survey on Food Recognition and Nutrients Identification for Classification of Healthy Food. International Journal of Advance Research and Innovative Ideas In Education. 2016;2(6):657-662.
Harvard Style
K, Gamit Vaibhavee & Somani, Prof. Hinal (2016) 'A Survey on Food Recognition and Nutrients Identification for Classification of Healthy Food', International Journal of Advance Research and Innovative Ideas In Education, 2(6), pp. 657-662.
Chicago Style
K, Gamit Vaibhavee and Prof. Hinal Somani. "A Survey on Food Recognition and Nutrients Identification for Classification of Healthy Food." International Journal of Advance Research and Innovative Ideas In Education 2, no. 6 (2016): 657-662.
Turabian Style
K, Gamit Vaibhavee and Prof. Hinal Somani. "A Survey on Food Recognition and Nutrients Identification for Classification of Healthy Food." International Journal of Advance Research and Innovative Ideas In Education 2, no. 6 (2016): 657-662.
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