Search Results - leaf image processing

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  1. 1
    Detecting Plant Leaf Diseases using Image Processing Techniques: A Survey

    Detecting Plant Leaf Diseases using Image Processing Techniques: A Survey by Chyntia Jaby, Entuni, Tengku Mohd Afendi, Zulcaffle

    Published 2021
    “…Most developing countries that rely on agricultural resources, such as India and Malaysia, still employ traditional techniques which are visual inspection to detect plant leaf diseases. Image processing is relatively new, cutting-edge technology in agriculture field to detect plant leaf diseases and the most important approach is through image segmentation. …”
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  2. 2
    Harumanis mango leaf disease detection system using image processing technique / Nurhumaira Mohd Yusoff

    Harumanis mango leaf disease detection system using image processing technique / Nurhumaira Mohd Yusoff by Mohd Yusoff, Nurhumaira

    Published 2021
    “…First, the image is acquired through a smart phone camera, once it has been pre-processed, the image is then segmented in which the RGB image is converted to HSI image, then the features are extracted. …”
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    Thesis
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  3. 3
    Recognition system for leaf images based on its leaf contour and centroid

    Recognition system for leaf images based on its leaf contour and centroid by Mohamed Khmag, Asem Ib., Syed Mohamed, Syed Abdul Rahman Al-Haddad, Kamarudin, Noraziahtulhidayu

    Published 2017
    “…In this study, an image processing algorithm in order to find out the shape structure of tested plants is presented. …”
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    Conference or Workshop Item
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  4. 4
    Classification of leaf disease from image processing technique

    Classification of leaf disease from image processing technique by Md Kamal, Mahanijah, Masazhar, Ahmad Nor Ikhwan, Abdul Rahman, Farah Diyana

    Published 2018
    “…This work presents the use of digital image processing technique for classification oil palm leaf disease sympthoms. …”
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  5. 5
    Plant recognition based on identification of leaf image using image processing / Nor Silawati Sha’ari

    Plant recognition based on identification of leaf image using image processing / Nor Silawati Sha’ari by Sha’ari, Nor Silawati

    Published 2018
    “…In this paper, by using the database available in the internet and using Neural Network (NN) as training algorithm, plant recognition based on leaves image would be developed. Image processing techniques are used to extract the leaf feature from histogram of the leaf image. …”
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    Student Project
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  6. 6
    Feasibility study on plant chili disease detection using image processing techniques

    Feasibility study on plant chili disease detection using image processing techniques by Zulkifli, Husin, Ali Yeon, Md Shakaff, Prof. Dr., Abdul Halis, Abdul Aziz, Rohani, S. Mohamed Farook

    Published 2013
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    Working Paper
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  7. 7
    Paddy leaf disease recognition system using image processing techniques and support vector machine / Hayatun Syamila Mamat, Nur Azwani Zaini and Suhaila Abd Halim … [et al.]

    Paddy leaf disease recognition system using image processing techniques and support vector machine / Hayatun Syamila Mamat, Nur Azwani Zaini and Suhaila Abd Halim … [et al.] by Mamat, Hayatun Syamila, Zaini, Nur Azwani, Abd Halim, Suhaila

    Published 2020
    “…A set of 105 image data with disease is converted to binary image using thresholding. 6 features from all the data are extracted and divided to testing and training set before the classification process. …”
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  8. 8
    Content-based image retrieval system for plant leaf database using texture

    Content-based image retrieval system for plant leaf database using texture by Hussein, Ahmed Naser

    Published 2011
    “…A study on the texture extraction approach for plant leaf image is crucial in designing an effective image retrieval system.To classify plant leaf image, CBIR system is employed which extract the leaf texture and then use the extracted feature to compare against the gallery for similarity measurement. …”
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    Thesis
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  9. 9
    Fusion of clahe-based image enhancement with fuzzy set theory on field image

    Fusion of clahe-based image enhancement with fuzzy set theory on field image by Albahari, Elmaliana

    Published 2021
    “…From the results shows that the proposed image enhancement framework produces better quality of field leaf image and required minimum processing time. …”
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  10. 10
    Classification of Citrus (Rutaceae) by Using Image Processing

    Classification of Citrus (Rutaceae) by Using Image Processing by Najwa Bari'ah Mohd Tabri

    Published 2019
    “…The study present how to classify selected Citrus genus species with similar leaf shapes based on leaf images by using digital image vision machine classification. …”
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    Undergraduate Final Project Report
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  11. 11
    Automated vision recognition for classifying nutrient deficiencies based of Elaeis Guineensis leaf / Muhammad Asraf Hairuddin

    Automated vision recognition for classifying nutrient deficiencies based of Elaeis Guineensis leaf / Muhammad Asraf Hairuddin by Hairuddin, Muhammad Asraf

    Published 2014
    “…Next, the captured leaf image is transmitted to the host computer database for further processing. …”
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  12. 12
    Maize leaf disease detection and classification using Convolutional Neural Network (CNN) / Syafiqah Amir

    Maize leaf disease detection and classification using Convolutional Neural Network (CNN) / Syafiqah Amir by Amir, Syafiqah

    Published 2023
    “…Convolutional neural network (CNN), in particular, have demonstrated tremendous promise in image processing and pattern recognition applications in recent years. …”
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  13. 13
    Design and Development of Ficus Species Database and 2D Leaf Image Identification System

    Design and Development of Ficus Species Database and 2D Leaf Image Identification System by Tee, Chiou Hau

    Published 2010
    “…The accuracy of leaf image identification system was evaluated by using 130 leaf images corresponding to 6 Ficus species and 4 varieties of Ficus deltoidea. …”
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  14. 14
    Application of Fuzzy C-Means with YCbCr and DenseNet-201 for Automated Corn Leaf Disease Detection

    Application of Fuzzy C-Means with YCbCr and DenseNet-201 for Automated Corn Leaf Disease Detection by Chyntia Jaby, Entuni

    Published 2021
    “…The image processing consists of image segmentation and image classification are commonly used to extract the infected part from the uninfected part to identify the types of the diseases. …”
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  15. 15
    Cassava leaf disease detection system using support vector machine / Nor Atiqah Roslan … [et al.]

    Cassava leaf disease detection system using support vector machine / Nor Atiqah Roslan … [et al.] by Roslan, Nor Atiqah, Burhanuddin, Nur Athirah, Zainalabidin, Nur Jannah, Shaharudin, Nur Syafiqah, Mohd Ghazalli, Hajar Izzati

    Published 2021
    “…Image processing phases that involved in this project is image acquisition, image pre-processing, segmentation, feature extraction and classification. …”
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    Book Section
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  16. 16
    Cassava leaf disease detection system using support vector machine / Nor Atiqah Roslan … [et al.]

    Cassava leaf disease detection system using support vector machine / Nor Atiqah Roslan … [et al.] by Roslan, Nor Atiqah, Burhanuddin, Nur Athirah, Zainalabidin, Nur Jannah, Shaharudin, Nur Syafiqah, Mohd Ghazalli, Hajar Izzati

    Published 2021
    “…Image processing phases that involved in this project is image acquisition, image pre-processing, segmentation, feature extraction and classification. …”
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    Book Section
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  17. 17
    Citrus Tree Nutrient Deficiency Classification: A Comparative Study of ANN and SVM Using Colour-Texture Features in Leaf Images

    Citrus Tree Nutrient Deficiency Classification: A Comparative Study of ANN and SVM Using Colour-Texture Features in Leaf Images by Kamelia, Lia, T.K.A, Rahman, Nurmalasari, Rin Rin, Hamdani, Kiki Kusyaeri

    Published 2023
    “…This study uses leaf images to accurately and efficiently detect nutrient deficiencies in mandarin orange plants. …”
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    Journal
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  18. 18
    Leaf condition analysis using convolutional neural network and vision transformer

    Leaf condition analysis using convolutional neural network and vision transformer by Yong, Wai Chun, Ng, Kok Why, Haw, Su Cheng, Naveen, Palanichamy, Ng, Seng Beng

    Published 2024
    “…Many botanists and domain experts research various ways to prevent plants from getting infected and preserve their quality using computer vision and image processing integration on leaf images. The quality of the image collection provides a substantial value for the classification model in identifying leaf diseases. …”
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  19. 19
    Leaf lesion classification (LLC) algorithm based on artificial bee colony (ABC)

    Leaf lesion classification (LLC) algorithm based on artificial bee colony (ABC) by Ahmad, Faudziah, Ku-Mahamud, Ku Ruhana, Sainin, Mohd Shamrie, Airuddin, Ahmad

    Published 2015
    “…The study makes a substantial contribution to the body of knowledge in image processing.…”
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  20. 20
    Lettuce Leaf Disease Detection Using Convolutional Neural Network Algorithm

    Lettuce Leaf Disease Detection Using Convolutional Neural Network Algorithm by NGU, SU HANG

    Published 2023
    “…The images all are undergoing image processing to enrich the image dataset, improve the performance of the model and avoid overfitting problem. …”
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    Final Year Project Report / IMRAD
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