Image acquisition, preprocessing and classification of citrus fruit diseases: A systematic literature review
Different kinds of techniques are evaluated and analyzed for various classification models
for the detection of diseases of citrus fruits. This paper aims to systematically review the …
for the detection of diseases of citrus fruits. This paper aims to systematically review the …
A Deep Neural Network based disease detection scheme for Citrus fruits
V Kukreja, P Dhiman - 2020 International conference on smart …, 2020 - ieeexplore.ieee.org
One of the most significant factors is the quality evaluation of agricultural products in
supporting their marketability and controlling waste management. To classify the fruits into …
supporting their marketability and controlling waste management. To classify the fruits into …
Extreme learning machine for plant diseases classification: a sustainable approach for smart agriculture
Nowadays, the economy of countries highly depends on the agriculture productivity which
has a great effect on the development of human civilization. Sometimes, plant diseases …
has a great effect on the development of human civilization. Sometimes, plant diseases …
Fruit and vegetable disease detection and classification: Recent trends, challenges, and future opportunities
S Gupta, AK Tripathi - Engineering Applications of Artificial Intelligence, 2024 - Elsevier
Fruits and vegetables are major sources of nutrients for the majority of the population across
the globe. With the rapid increase in population, the objectives of the future agro-industry are …
the globe. With the rapid increase in population, the objectives of the future agro-industry are …
Defect classification of green plums based on deep learning
H Zhou, Z Zhuang, Y Liu, Y Liu, X Zhang - Sensors, 2020 - mdpi.com
The green plum is rich in amino acids, lipids, inorganic salts, vitamins, and trace elements. It
has high nutritional value and medicinal value and is very popular among Chinese people …
has high nutritional value and medicinal value and is very popular among Chinese people …
A single stream modified mobilenet v2 and whale controlled entropy based optimization framework for citrus fruit diseases recognition
Fruit disease recognition is quickly becoming a hot topic in the field of computer vision. The
presence of plant diseases not only reduces fruit production but also causes a significant …
presence of plant diseases not only reduces fruit production but also causes a significant …
Vision-based fruit recognition via multi-scale attention CNN
Fruit quality assessment, grading and sorting are of vital importance to fruit processing, and
all these involve fruit recognition. Vision-based fruit recognition can recognize fruit …
all these involve fruit recognition. Vision-based fruit recognition can recognize fruit …
Development of a smart system based on STEP-NC for machine vision inspection with IoT environmental
The advancement of technology and the accomplishments of Industry 4.0 have expanded
the possibilities for research in the vision system of the industrial inspection sector, which …
the possibilities for research in the vision system of the industrial inspection sector, which …
Multiclass classification of nutrients deficiency of apple using deep neural network
Agriculture industry is the foundation of Indian economy where quality fruit production plays
an important role. Apple or pome fruits are always in demand because of rich nutrients in it …
an important role. Apple or pome fruits are always in demand because of rich nutrients in it …
Nondestructive methods for the quality assessment of fruits and vegetables considering their physical and biological variability
S Tian, H Xu - Food Engineering Reviews, 2022 - Springer
Fruits and vegetables are very important agricultural products in daily life. Evaluating the
quality attributes of fresh fruits and vegetables by nondestructive sensing techniques has …
quality attributes of fresh fruits and vegetables by nondestructive sensing techniques has …