Potato diseases detection and classification using deep learning methods

A Arshaghi, M Ashourian, L Ghabeli - Multimedia Tools and Applications, 2023 - Springer
Using machine vision and image processing methods has an important role in the
identification of defects of agricultural products, especially potatoes. The applications of …

Analogizing time complexity of KNN and CNN in recognizing handwritten digits

T Makkar, Y Kumar, AK Dubey… - … Conference on Image …, 2017 - ieeexplore.ieee.org
Handwritten identification of digit, analysis of pattern has been a major area of research in
the field of character recognition. Several models are formed by changing various values of …

Fruit quality evaluation using Machine Learning: A review

P Kalia, A Garg, A Kumar - 2019 2nd International …, 2019 - ieeexplore.ieee.org
Automation increases economic growth of the country. By the same time it is also helpful in
micro, small, medium and large scale industry. The export market of our country is a leading …

A comparative review of various segmentation methods and its application

AK Dubey, R Arora, A Ahmed - 2017 6th International …, 2017 - ieeexplore.ieee.org
Image segmentation has been a subject of interest for researchers and engineers for quite a
while. Its wide applicability in different fields makes it even more popular. It is a process of …

Improved quality detection technique for fruits using GLCM and multiclass SVM

AA Chandini - 2018 International Conference on Advances in …, 2018 - ieeexplore.ieee.org
Intake of healthy fruits and vegetables is vital as they are the source of energy for all living
beings. There is an increasing demand for quality in all the consumed food items …

[PDF][PDF] Identification of defects in fruits using digital image processing

S Arunachalam, HH Kshatriya… - International Journal of …, 2018 - researchgate.net
Image Processing is a technique which converts an image into a digital image to obtain
some enhancement or to select some effective information from it. Classification of fruit …

Computer vision based automated billing system for fruit stores

M Sugadev, K Sucharitha, IR Sheeba… - … Conference on Smart …, 2020 - ieeexplore.ieee.org
This paper describes about the new billing system which is more accurate and time efficient
than conventional billing system used in fruit retail shops. The proposed method uses the …

A comparative approach for image segmentation to identify the defected portion of apple

P Singhal, AK Dubey, A Goyal - 2017 6th International …, 2017 - ieeexplore.ieee.org
A crucially significant process for the automatic fruit grading system is image segmentation.
The area of interest is extracted by separating the image into several areas. Intensity of the …

Analysis and detection of fruit defect using neural network

T Makkar, S Verma, Yogesh, AK Dubey - Data Science and Analytics: 4th …, 2018 - Springer
Fruit quality detection is important to maintain the quality of fruits. Generally, fruit inspection
is done manually which is ineffectual for farmers in the agriculture industry. This paper …

Segmentation techniques for external defect detection in pome fruits

AK Dubey, T Vyas, M Thukral - 2017 6th International …, 2017 - ieeexplore.ieee.org
This paper is based on the simple research done on the fruit 'Apple'using various different
methods of image segmentation and executing them in the software MATLAB. Apple is one …