A Survey on Different Image Processing Techniques for Pest Identification and Plant Disease Detection
نویسنده
چکیده
Pest detection and identification of diseases in agricultural crops is essential to ensure good productivity. The productivity of plants will reduce due to diseases and presence of pests. Image processing can be used to identify the pests and thereby can reduce the use of pesticides. Image processing involves capturing the image and applying various preprocessing techniques and detect the pest in the image. By using the classifier we can classify the pests and plant diseases. This paper presents the study of various image processing techniques and applications for pest identification and plant disease detection.
منابع مشابه
Automatic road crack detection and classification using image processing techniques, machine learning and integrated models in urban areas: A novel image binarization technique
The quality of the road pavement has always been one of the major concerns for governments around the world. Cracks in the asphalt are one of the most common road tensions that generally threaten the safety of roads and highways. In recent years, automated inspection methods such as image and video processing have been considered due to the high cost and error of manual metho...
متن کاملOn the use of Textural Features and Neural Networks for Leaf Recognition
for recognizing various types of plants, so automatic image recognition algorithms can extract to classify plant species and apply these features. Fast and accurate recognition of plants can have a significant impact on biodiversity management and increasing the effectiveness of the studies in this regard. These automatic methods have involved the development of recognition techniques and digi...
متن کاملSurvey On Role Of Image Processing Techniques In Plants Pathology
This paper presents a survey on different image processing techniques to identify and classify plant diseases. Growing pollution, nutrient deficiency, drought etc are the reasons because of which plants are prone to the different diseases. Diseases can be found on root, stem, branches, leaves, flowers, and fruits. To suggest appropriate remedy for corresponding disease, identification and class...
متن کاملImage Processing Techniques Based Plant Disease Detection: A Pragmatic Review
Plant diseases can be infectious type caused by pathogens or noninfectious type caused by nutrients deficiencies in plant, by waterlogged or polluted soil, and by polluted air. Detection of the diseases through human vision requires continuous monitoring of the leaves, stems of plants by the experts which is time consuming process. In this context Digital image processing plays a vital role in ...
متن کاملSegmentation of Unhealthy Region of Plant Leaf Using Image Processing Techniques: a Survey
A segmentation technique is used to segment the diseased portion of a leaf. Based on the segmented area texture and color feature, disease can be identified by classification technique. There are many segmentation techniques such as Edge detection, Thresholding, K-Means clustering, Fuzzy C-Means clustering, Penalized Fuzzy C-Means, Unsupervised segmentation. Segmentation of diseased area of a p...
متن کامل