Search Results - "Sethy, Prabira Kumar"

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

Advancements and Challenges in the Image-Based Diagnosis of Lung and Colon Cancer: A Comprehensive Review by Patharia, Pragati, Sethy, Prabira Kumar, Nanthaamornphong, Aziz

“…Image-based diagnosis has become a crucial tool in the identification and management of various cancers, particularly lung and colon cancer. This review delves…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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,…”
Get full text

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…”
Get full text

A Dynamic-SUGPDS Model for Faults Detection and Isolation of Underground Power Cable Based on Detection and Isolation Algorithm and Smart Sensors by Rajpoot, Sharad Chandra, Pandey, Chanki, Rajpoot, Prashant Singh, Singhai, Sanjay Kumar, Sethy, Prabira Kumar

“…This paper proposes a SUGPDS model based on Detection and Isolation algorithm and smart sensors, namely micro phasor measurement unit, smart sensing and…”
Get full text

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…”
Get full text

Deep feature extraction based cascading model for the classification of Fusarium stalk rot and charcoal rot disease in maize plant by Dash, Arabinda, Sethy, Prabira Kumar, Patro, S Gopal Krishna, Salau, Ayodeji Olalekan

“…Maize stalk rot infection is one of the most important causes of production loss in some regions of India. However, it is difficult to diagnose maize disease…”
Get full text

Identification of wheat tiller based on AlexNet-feature fusion by Sethy, Prabira Kumar

“…Wheat genotype identification is possible with proper recognition of its tiller. It is again challenging to recognize the wheat tiller in complex imaging…”
Get full text

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…”
Get full text

Statistical analysis and comparison of deep convolutional neural network models for the identification and classification of maize leaf diseases by Dash, Arabinda, Sethy, Prabira Kumar

“…Maize, as well as other plants, are particularly susceptible to various illnesses. Therefore, one of the most crucial ways for farmers to prevent crop loss is…”
Get full text

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…”
Get full text