Data Analytics and Learning
Proceedings of DAL 2022
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Article
The blind robust video watermarking scheme in video surveillance context
Video surveillance systems are now commonly deployed in both public and private settings globally. Use of watermarking in the surveillance systems is emerging as one of the alternative to cryptography for ensu...
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Chapter and Conference Paper
Children Facial Growth Pattern Analysis Using Deep Convolutional Neural Networks
In this work, a study of facial growth rate analysis from age 1 to 12 years on children’s longitudinal face dataset is presented. Our dataset created during this study is used to experiment with the proposed w...
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Chapter and Conference Paper
Interval Valued Data Representation for Gender Classification of Celebrity Cartoon Faces
In this paper, we address the problem of recognizing the gender of celebrities in cartoons images. We propose a method of representing celebrity cartoon faces by the use of interval-valued features and suitabl...
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Chapter and Conference Paper
Classification of Forged Logo Images
In this paper, the Binary and Hierarchical Multi-classification models for forged logo classification based on texture features are proposed in the binary classification model where the texture of the logo is ...
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Chapter and Conference Paper
A Practical Solution Towards Development of Real-Time Face Attendance System
Face recognition is an interesting and familiar research area in biometric with many more applications. Face recognition-based attendance system is one of the effective applications in the area of biometrics. ...
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Book and Conference Proceedings
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Article
Gender identification of Drosophila melanogaster based on morphological analysis of microscopic images
Drosophila melanogaster (D. melanogaster) is an imperative genomic model organism that is employed widely in healthcare and biological research works. Roughly 61% of recognized human genes have a perceptible simi...
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Chapter and Conference Paper
Identifying Vital Features for the Estimation of Fish Toxicity Lethal Concentration
The estimation of Lethal Concentration of chemicals required to kill 50% of test population of Fathead Minnow fish within 96 hours of administration is studied here. Quantitative Structure Activity Relationshi...
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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...
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Chapter
Matching Pattern in DNA Sequences Using Machine Learning Approach Based on K-Mer Function
Information based on DNA-sequence is significant for scientists to examine the functionalities of genes. Recently, there is a tremendous increase in biological-data generation. Hence it is essential to match a...
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Chapter and Conference Paper
Classification of Gender in Celebrity Cartoon Images
This paper presents a model by integrating deep architecture-based feature extraction with classical learning algorithms for the effective gender classification of celebrity cartoon images. The proposed model ...
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Chapter
Signature Extraction from Bilingual Document Images Using Blobs Method
In this paper, we present an effective method for signature extraction from bilingual (Kannada and English) printed/handwritten documents using the contour and blobs-based method. Experimentation is carried ou...
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Chapter and Conference Paper
Selected Deep Features and Multiclass SVM for Flower Image Classification
Flower classification and recognition is an exciting research area because extensive variety of flower classes have similar colour, shape and texture features. Most of the existing flower classification system...
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Chapter and Conference Paper
Post-harvest Handling of Mangoes: An Integrated Solution Using Machine Learning Approach
In this paper, different steps involved in harvesting and postharvest handling of mangoes are detailed and the possibilities of exploring Artificial Intelligence based solutions for each step are highlighted. ...
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Chapter and Conference Paper
Face Image-Based Gender Classification of Children
In this work, we have addressed the problem of Gender Classification in children which is a challenging area in the face recognition system. We have adopted two alternative approaches by varying feature extrac...
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Book and Conference Proceedings
Cognition and Recognition
8th International Conference, ICCR 2021, Mandya, India, December 30–31, 2021, Revised Selected Papers
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Chapter and Conference Paper
Self-embedding and Variable Authentication Approach for Fragile Image Watermarking Using SVD and DCT
In this paper, we propose a self-embedding fragile image watermarking technique based on Singular Value Decomposition (SVD) and Discrete Cosine Transform (DCT). To improve security and robustness a novel block...
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Article
Open AccessOne-shot Cluster-Based Approach for the Detection of COVID–19 from Chest X–ray Images
Coronavirus disease (COVID-19) has infected over more than 28.3 million people around the globe and killed 913K people worldwide as on 11 September 2020. With this pandemic, to combat the spreading of COVID-19...
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Article
Decade research on text detection in images/videos: a review
Text present in an image or a video is a good representative as it provides semantic information of a respective image or video frame. Nowadays detection of textual information from videos are very challenging...
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Article
Arbitrary oriented multilingual text detection and segmentation using level set and Gaussian mixture model
A pioneer conceptual combination of level set method and Gaussian Mixture Model (GMM) is presented in the described multilingual, arbitrary-oriented character segmentation. The method is a serial accomplishmen...
