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  1. No Access

    Chapter and Conference Paper

    A Combinatorial Approach: Datamining and an Efficient Deep Neural Network for Heart Disease Prediction

    This paper explores the role of Data mining and Artificial Intelligence in the area of medical research. Prevention of heart disease is one of the vital areas in medical research. The objective of this study i...

    V. K. Jyothi… in Intelligent Systems Design and Applications (2023)

  2. No Access

    Chapter and Conference Paper

    Flower Classification in Videos: A HOG-PCA-NN Method

    In this paper, a model for the classification of the flowers in videos is proposed. Flowers in videos are segmented using the Otsu threshold segmentation technique. Histogram of oriented texture features is ex...

    K. N. Chaitra, V. K. Jyothi, M. Chandrajit… in Proceedings of 2nd International Conferenc… (2022)

  3. No Access

    Chapter and Conference Paper

    Retrieval of Videos of Flowers Using Deep Features

    This paper presents an algorithmic model for the retrieval of natural flower videos using query by frame mechanism. To overcome the drawback of traditional algorithms, we propose an automated system using a de...

    V. K. Jyothi, D. S. Guru, N. Vinay Kumar… in Evolutionary Computing and Mobile Sustaina… (2021)

  4. No Access

    Chapter and Conference Paper

    Classification of Natural Flower Videos Through Sequential Keyframe Selection Using SIFT and DCNN

    This paper presents an algorithmic model for automatic selection of keyframes for the classification of natural flower videos. For keyframe selection Scale Invariant Feature Transform and Discrete Cosine Trans...

    V. K. Jyothi, D. S. Guru… in Recent Trends in Image Processing and Patt… (2019)

  5. No Access

    Chapter and Conference Paper

    Features Fusion for Retrieval of Flower Videos

    This paper presents a Flower Video Retrieval System (FVRS). An algorithmic model is proposed for the retrieval of natural flower videos using Local Binary Pattern (LBP) and Gray-Level Co-occurrence Matrix (GLC...

    D. S. Guru, V. K. Jyothi, Y. H. Sharath Kumar in Data Analytics and Learning (2019)

  6. No Access

    Chapter and Conference Paper

    Cluster Based Approaches for Keyframe Selection in Natural Flower Videos

    The selection of representative keyframes from a natural flower video is an important task in archival and retrieval of flower videos. In this paper, we propose an algorithmic model for automatic selection of...

    D. S. Guru, V. K. Jyothi… in Intelligent Systems Design and Applications (2018)