Plant disease detection using computational intelligence and image processing
Agriculture is the most primary and indispensable source to furnish national income of
numerous countries including India. Diseases in plants/crops are the serious causes in …
numerous countries including India. Diseases in plants/crops are the serious causes in …
Current and future applications of statistical machine learning algorithms for agricultural machine vision systems
With being rapid increasing population in worldwide, the need for satisfactory level of crop
production with decreased amount of agricultural lands. Machine vision would ensure the …
production with decreased amount of agricultural lands. Machine vision would ensure the …
Analysis of transfer learning for deep neural network based plant classification models
Plant species classification is crucial for biodiversity protection and conservation. Manual
classification is time-consuming, expensive, and requires experienced experts who are often …
classification is time-consuming, expensive, and requires experienced experts who are often …
Plant disease detection using machine learning
S Ramesh, R Hebbar, M Niveditha… - … innovations for 3Cs …, 2018 - ieeexplore.ieee.org
Crop diseases are a noteworthy risk to sustenance security, however their quick
distinguishing proof stays troublesome in numerous parts of the world because of the non …
distinguishing proof stays troublesome in numerous parts of the world because of the non …
Establishing a citywide street tree inventory with street view images and computer vision techniques
Trees in urban areas have diverse ecological, social, and health benefits. The establishment
of up-to-date and accurate street-tree inventories that list the species and locations of …
of up-to-date and accurate street-tree inventories that list the species and locations of …
Plant species identification using computer vision techniques: a systematic literature review
Species knowledge is essential for protecting biodiversity. The identification of plants by
conventional keys is complex, time consuming, and due to the use of specific botanical …
conventional keys is complex, time consuming, and due to the use of specific botanical …
Plant classification using convolutional neural networks
Application of the benefits of modern computing technology to improve the efficiency of
agricultural fields is inevitable with growing concerns about increasing world population and …
agricultural fields is inevitable with growing concerns about increasing world population and …
Deep learning for plant species classification using leaf vein morphometric
An automated plant species identification system could help botanists and layman in
identifying plant species rapidly. Deep learning is robust for feature extraction as it is …
identifying plant species rapidly. Deep learning is robust for feature extraction as it is …
Plant leaf recognition using texture and shape features with neural classifiers
This paper proposes a novel methodology of characterizing and recognizing plant leaves
using a combination of texture and shape features. Texture of the leaf is modeled using …
using a combination of texture and shape features. Texture of the leaf is modeled using …
Survey of feature extraction and classification techniques to identify plant through leaves
This paper provides a comprehensive survey of various techniques used in computer vision
for the automatic identification of plants with the help of leaf images. The extracted …
for the automatic identification of plants with the help of leaf images. The extracted …