Search Results - "Behera, Santi Kumari"

Transformative insights: Image-based breast cancer detection and severity assessment through advanced AI techniques by Patra, Ankita, Biswas, Preesat, Behera, Santi Kumari, Barpanda, Nalini Kanta, Sethy, Prabira Kumar, Nanthaamornphong, Aziz

“…In the realm of image-based breast cancer detection and severity assessment, this study delves into the revolutionary potential of sophisticated artificial…”
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Detection of coronavirus Disease (COVID-19) based on Deep Features and Support Vector Machine by Sethy, Prabira Kumar, Behera, Santi Kumari, Ratha, Pradyumna Kumar, Biswas, Preesat

“…The detection of coronavirus (COVID-19) is now a critical task for the medical practitioner. The coronavirus spread so quickly between people and approaches…”
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Maturity status classification of papaya fruits based on machine learning and transfer learning approach by Behera, Santi Kumari, Rath, Amiya Kumar, Sethy, Prabira Kumar

“…Papaya (Carica papaya) is a tropical fruit having commercial importance because of its high nutritive and medicinal value. The packaging of papaya fruit as per…”
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Time Series Forecasting of Price of Agricultural Products Using Hybrid Methods by Purohit, Sourav Kumar, Panigrahi, Sibarama, Sethy, Prabira Kumar, Behera, Santi Kumari

“…Accurate prediction of crop prices assists farmers to decide the best time to sell their produce so as to get maximum benefit and assists Government for…”
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Maize disease identification based on optimized support vector machine using deep feature of DenseNet201 by Dash, Arabinda, Sethy, Prabira Kumar, Behera, Santi Kumari

“…In recent times, maize diseases have become widespread globally, adversely impacting agricultural productivity and causing significant financial losses…”
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Cervical Transformation Zone Segmentation and Classification based on Improved Inception-ResNet-V2 Using Colposcopy Images by Dash, Srikanta, Sethy, Prabira Kumar, Behera, Santi Kumari

“…The second most frequent malignancy in women worldwide is cervical cancer. In the transformation(transitional) zone, which is a region of the cervix, columnar…”
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Paddy Leaf Disease Classification Using EfficientNet B4 With Compound Scaling and Swish Activation: A Deep Learning Approach by Padhi, Jagamohan, Korada, Laxminarayana, Dash, Ashis, Sethy, Prabira Kumar, Behera, Santi Kumari, Nanthaamornphong, Aziz

“…This research presents an advanced paddy disease classification model utilizing the EfficientNet B4 deep learning architecture trained on the publicly…”
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Enhancing oral squamous cell carcinoma detection: a novel approach using improved EfficientNet architecture by Soni, Aradhana, Sethy, Prabira Kumar, Dewangan, Amit Kumar, Nanthaamornphong, Aziz, Behera, Santi Kumari, Devi, Baishnu

“…Oral squamous cell carcinoma (OSCC) is the eighth most prevalent cancer globally, leading to the loss of structural integrity within the oral cavity layers and…”
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Maximizing steel slice defect detection: Integrating ResNet101 deep features with SVM via Bayesian optimization by Sethy, Prabira Kumar, Korada, Laxminarayana, Behera, Santi Kumari, Shirole, Akshay, Amat, Rajat, Nanthaamornphong, Aziz

“…•Robust method leveraging ResNet101 deep features and SVM classification for accurate steel defect detection.•Bayesian optimization used to fine-tune SVM…”
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Enhancing Security in Real-Time Video Surveillance: A Deep Learning-Based Remedial Approach for Adversarial Attack Mitigation by Ranjana Panigrahi, Gyana, Kumar Sethy, Prabira, Kumari Behera, Santi, Gupta, Manoj, Alenizi, Farhan A., Nanthaamornphong, Aziz

“…This paper introduces an innovative methodology to disrupt deep-learning (DL) surveillance systems by implementing an adversarial framework strategy, inducing…”
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Analytical Validation and Integration of CIC-Bell-DNS-EXF-2021 Dataset on Security Information and Event Management by Panigrahi, Gyana Ranjana, Sethy, Prabira Kumar, Behera, Santi Kumari, Gupta, Manoj, Alenizi, Farhan A., Suanpang, Pannee, Nanthaamornphong, Aziz

“…Contemporary culture presents a substantial obstacle for cyber security experts in the shape of software vulnerabilities, which, if taken advantage of, can…”
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Few-shot learning convolutional neural network for primitive indian paddy grain identification using 2D-DWT injection and grey wolf optimizer algorithm by Naik, Nabin Kumar, Sethy, Prabira Kumar, Devi, A. Geetha, Behera, Santi Kumari

“…Rice (Oryza sativa) is extensively taken and sold throughout the world. The most common primitive paddy are Goswami, Jamuna, Jamut, Mamata, Pooja, Rambanbas,…”
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A methodical analysis of deep learning techniques for detecting Indian lentils by Naik, Nabin Kumar, Sethy, Prabira Kumar, Behera, Santi Kumari, Amat, Rajat

“…Automatic identification of Indian lentils requires the selection of a suitable classification model among various CNN models. The CNN models are the most…”
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Machine learning with analysis-of-variance-based method for identifying rice varieties by Naik, Nabin Kumar, Subbarao, M. Venkata, Sethy, Prabira Kumar, Behera, Santi Kumari, Panigrahi, Gyana Ranjan

“…Rice, which has the highest production and consumption rates worldwide, is one of the main nutrients in our country because it is economical and nutritious…”
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Deep feature based rice leaf disease identification using support vector machine by Sethy, Prabira Kumar, Barpanda, Nalini Kanta, Rath, Amiya Kumar, Behera, Santi Kumari

“…•This study evaluates the performance of 13 CNN models for rice disease identification in transfer learning and deep features plus SVM approach.•The…”
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Statistical Selection of CNN Models for Citrus Fruit Disease Prediction by Amat, Rajat, Sethy, Prabira Kumar, Behera, Santi Kumari, Mallick, Sunil

“…Automatic prediction of citrus fruit diseases requires the selection of a suitable classification model among various Convolutional Neural Network (CNN)…”
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DeepOvaNet: A Comprehensive Deep Learning Framework for Predicting and Diagnosing Ovarian Cancer in Women Across Menopausal Transitions by Das, Ashis, Chilakarao, M, Biswas, Preesat, Sethy, Prabira Kumar, Dalai, Mukesh Kumar, Behera, Santi Kumari

“…Ovarian cancer is a type of cancer that begins in the ovaries, the female reproductive organ that produces eggs. It is the fifth most common cause of…”
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Breast Cancer Cell Segmentation Using Attention-Based Deep Neural Network by Patra, Ankita, Barpanda, Nalini Kanta, Sethy, Prabira Kumar, Das, Ashis, Behera, Santi Kumari, Nanda, Amlan

“…Early diagnosis is crucial for the treatment of breast cancer, the most prevalent disease in women globally. Segmenting cancer cells from photographs of breast…”
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Automated Breast Density Assessment using Image Processing Techniques by Patra, Ankita, Behera, Santi Kumari, Kanta Barpanda, Nalini, Sethy, Prabira Kumar

“…Breast density estimation with visual evaluation is still challenging due to low contrast and significant fluctuations in the mammograms' fatty tissue…”
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Almond Quality Assessment using Image Processing Techniques by Kumar Naik, Nabin, Kumar Sethy, Prabira, Kumari Behera, Santi

“…In the last ten years, almond production has grown because an increasing number of people believe that almonds are good for their health. Almond kernels…”
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