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04. Research Scholar Publications

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Accurate Identification of complex Land use and Land Cover Features using IRS (LISS III) Multispectral Image

Desai, Nirav; Shukla, Parag (Journal of Optoelectronics Laser, 2022-07-07)

Land Use and Land Cover (LULC) is an assortment of activities executed by humans on to the land. The present study was carried out to evaluate supervised classification mechanisms for classification complex Land use and ...
A Land Use/Land Cover Classification Of Irs (Liss – Iii) Multispectral Data Using Decision Tree And Svm Classification Mechanism

Desai, Nirav; Shukla, Parag (Harbin Gongye Daxue Xuebao/Journal of Harbin Institute of Technology, 2022-10-04)

Identification of the effect of human activities on our planet concerns over worldwide land use and land cover change is very complex. Land Use and Land Cover refer to the utilization of land through events like agriculture, ...
Land Cover Land Use Mapping & Classification Model

Desai, Nirav; Dr. Shukla, Parag (International Journal of Mechanical Engineering, 2022-01)

Measurement of land use and land cover is costly and time-consuming by imperial technique. Remote sensing plays important role in the mappings and classification of land cover features. Indigenous space-born images can be ...
A Study for Challenges and Site Selection Criteria of the Data Center

Rayjada, Hardiksinh H.; Shukla, Parag C. (Journal of the Maharaja Sayajirao University of Baroda, 2020)

In this study paper for Data Center Site selection is very important and effect to data center Budget, future expansion and upgradation. Today the data center word has been a topic of discussion, research, study, analysis ...
Analytical Research of Data Center Security Implementations and Cyber Attacks

Rayjada, Hardiksinh; Dr. Parsania, Vaishali (Palarch’s Journal Of Archaeology Of Egypt/Egyptology, 2020)

As the Internet is not secure; data center security can be at a threat due to any anonymous attacks. The Physical Security setup on the data center is the set of protocols within the data center facilities. Virtual security ...
Comparison of Cloud Data Centre Services and Cost

Rayjada, H.; Shukla, P. (IOP Conference Series: Materials Science and Engineering, 2021)

Comparing with the traditional data centre, cloud computing makes it easier for enterprises to scale their services and lowers the cost of access for smaller companies. The cost comparison between cloud computing and the ...
A survey on various image processing techniques and machine learning models to detect, quantify and classify foliar plant disease

Naik, Akruti; Thaker, Hetal; Vyas, Dhaval (Proceedings of the Indian National Science Academy, 2021-06)

Agriculture is one of the significant factors that drive India’s economy. A decrease in the yield of agricultural food crops due to plant diseases results in great loss to the economy of the developing country. Detection ...
Creation and Segmentation of image dataset of Mung bean plant leaf

Naik, Akruti; Thaker, Hetal; Desai, Nirav (International Conference on Micro-Electronics and Telecommunication Engineering, 2022-02)

Automated plant disease identification is an enduring research subject. Leaves are available for most of the season, and they have a flat (2d) surface that is why practically, it is physible to detect disease symptoms using ...
Early Recognition Of Mung Leaf Diseases Based On Support Vector Machine And Convolutional Neural Network

Naik, Akruti; Thaker, Hetal (INFOCOMP Journal of Computer Science, 2022-06)

This paper proposed a model that Classifies a Mung (Vigna mungo L.) leaf to check if it is healthy or infected with a disease with the aid of Machine Learning and Deep Learning algorithms. The dataset is created in a ...

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