[HTML][HTML] Deep learning based computer vision approaches for smart agricultural applications
The agriculture industry is undergoing a rapid digital transformation and is growing powerful
by the pillars of cutting-edge approaches like artificial intelligence and allied technologies …
by the pillars of cutting-edge approaches like artificial intelligence and allied technologies …
A review of deep learning techniques used in agriculture
I Attri, LK Awasthi, TP Sharma, P Rathee - Ecological Informatics, 2023 - Elsevier
Deep learning (DL) is a robust data-analysis and image-processing technique that has
shown great promise in the agricultural sector. In this study, 129 papers that are based on …
shown great promise in the agricultural sector. In this study, 129 papers that are based on …
Intelligent detection of citrus fruit pests using machine vision system and convolutional neural network through transfer learning technique
R Hadipour-Rokni, EA Asli-Ardeh… - Computers in Biology …, 2023 - Elsevier
Plant pests and diseases play a significant role in reducing the quality of agricultural
products. As one of the most important plant pathogens, pests like Mediterranean fruit fly …
products. As one of the most important plant pathogens, pests like Mediterranean fruit fly …
Grading and fraud detection of saffron via learning-to-augment incorporated Inception-v4 CNN
Saffron is a well-known product in the food industry. It is one of the spices that are
sometimes adulterated with the sole motive of gaining more economic profit. Today …
sometimes adulterated with the sole motive of gaining more economic profit. Today …
[HTML][HTML] An AI based approach for medicinal plant identification using deep CNN based on global average pooling
Medicinal plants have always been studied and considered due to their high importance for
preserving human health. However, identifying medicinal plants is very time-consuming …
preserving human health. However, identifying medicinal plants is very time-consuming …
[HTML][HTML] Intelligent detection and waste control of hawthorn fruit based on ripening level using machine vision system and deep learning techniques
Increasing marketability and waste management of agricultural products require quality
assessment. Meanwhile, their marketability is largely affected by their shapes and overall …
assessment. Meanwhile, their marketability is largely affected by their shapes and overall …
Evaluation of hawthorns maturity level by developing an automated machine learning-based algorithm
R Azadnia, K Kheiralipour - Ecological Informatics, 2022 - Elsevier
Marketability of agricultural products depends heavily on appearance attributes such as
color, size, and ripeness. Sorting plays an important role in increasing marketability by …
color, size, and ripeness. Sorting plays an important role in increasing marketability by …
LAIU-Net: A learning-to-augment incorporated robust U-Net for depressed humans' tongue segmentation
M Marhamati, AAL Zadeh, MM Fard, MA Hussain… - Displays, 2023 - Elsevier
Computer-aided tongue diagnosis system requires segmentation of the tongue body. The
frequent movement of the tongue due to its natural flexibility often causes shape variability in …
frequent movement of the tongue due to its natural flexibility often causes shape variability in …
Estimation of soil texture by fusion of near-infrared spectroscopy and image data based on convolutional neural network
Soil texture is very important information for various agricultural, environmental, and
geological research areas, however, it has been difficult to obtain data through proximal …
geological research areas, however, it has been difficult to obtain data through proximal …
Determination of Fv/Fm from Chlorophyll a Fluorescence without Dark Adaptation by an LSSVM Model
Q Xia, H Tang, L Fu, J Tan, G Govindjee, Y Guo - Plant Phenomics, 2023 - spj.science.org
Evaluation of photosynthetic quantum yield is important for analyzing the phenotype of
plants. Chlorophyll a fluorescence (ChlF) has been widely used to estimate plant …
plants. Chlorophyll a fluorescence (ChlF) has been widely used to estimate plant …