About
36
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Introduction
My passion for research primarily revolves around the integration of machine learning, image processing, and big data analytics to advance remote sensing technologies. Some of my notable publications include studies on the availability of remote sensing data, the use of UAVs in Industry 5.0, and satellite image analysis. Currently, I serve as the CTO at MGK Logistics in Madurai, India, where I lead projects that leverage cutting-edge technologies to enhance logistics and transport services.
Current institution
Additional affiliations
December 2017 - December 2022
Publications
Publications (36)
https://www.routledge.com/Intelligent-Healthcare-Systems/Estrela/p/book/9781032052724
Medical cyber-physical systems, image processing, microscopy, security, biomedical imaging, multi-modal sensing, automation, robotics, network layers, software design, and biometrics for high computational load (CL) are shown. The book addresses the dimensionalit...
The book sheds light on medical cyber-physical systems while addressing image processing, microscopy, security, biomedical imaging, automation, robotics, network layers’ issues, software design, and biometrics, among other areas. Hence, solving the dimensionality conundrum caused by the necessity to balance data acquisition, image modalities, diffe...
The book sheds light on medical cyber-physical systems while addressing image processing, microscopy, security, biomedical imaging, automation, robotics, network layers’ issues, software design, and biometrics, among other areas. Hence, solving the dimensionality conundrum caused by the necessity to balance data acquisition, image modalities, diffe...
The growing usage of digital image processing practices devoted to health is explicit, aiding in the solution, improving diagnosis, and creating new diagnostic schemes. Histopathological assessments are the first, most common inspections to catch the general patient clinical picture. Still, their cost can be unreachable to populaces of less favored...
In today's healthcare, imaging is used for everything from diagnosis to surgery and follow-ups. Because most imaging modalities are digital, medical image processing must deal with massive data volumes and growing resolution. This text’s main themes are visual medical information and scalability to give effective and efficient responses to numerous...
Disease mapping and epidemiology (DME) makes use of disease maps to show complex geographic data that offer a high-level perspective of public health in any specific geographic region. Epidemiology is concerned with determining the causes of illnesses, which frequently vary in frequency and spatial distribution. This variance in space provided an o...
The explosive rate of population growth demands a revision of existing protective measures to address water scarcity that urges water body monitoring models to be developed using satellite image-based change detection approaches. And the main objective of this proposed work was to investigate the spectral indices for spatial object extraction in sa...
International Journal of Multimedia Data Engineering and Management (IJMDEM),
ISSN: 1947-8534|EISSN: 1947-8542|DOI: 10.4018/IJMDEM
The 3D end-to-end video system (i.e., 3D acquisition, processing, streaming, error concealment, virtual/augmented reality handling, content retrieval, rendering, and displaying) still needs improvements. This paper sc...
The Dynamic System for Assemblage and Execution of Interactive Classes (SISDI) includes math in everyday life while investigating and improving basic math skills. Each learning task enhances the learner’s deeds progressively with meaningful math exercises created by capable instructors. Later, it guides the student as per his/her caveats, working a...
The Dynamic System for Assemblage and Execution of Interactive Classes (SISDI) includes math in everyday life while investigating and improving basic math skills. Each learning task enhances the learner's deeds progressively with meaningful math exercises created by capable instructors. Later, it guides the student as per his/her caveats working al...
The 3D end-to-end video system (i.e., 3D acquisition, processing, streaming, error concealment, virtual/augmented reality handling, content retrieval, rendering, and displaying) still needs improvements. This paper scrutinizes the Motion Compensation/Motion Estimation (MCME)impact in the 3D Video (3DV) from the end-to-end users' point of view deepl...
X-ray computed microtomography (μCT or micro-CT) allows a nondestructive analysis of samples, which helps their reuse. The X-ray μCT equipment offers the user several configuration options that change the quality of the images obtained, thus affecting the expected result. In this study, a methodology for analyzing X-ray μCT images generated by the...
X-Ray Computed Microtomography (µCT or micro-CT) allows a non-destructive analysis of samples, which helps their reuse. The X-Ray µCT equipment offers the user several configuration options that change the quality of the images obtained, thus affecting the expected result. In this study, a methodology for analyzing X-Ray µCT images generated by the...
The emerging threat for eco-sustainability has led to a breakthrough in satellite image analyses and such instantaneous monitoring of hazards could replenish the rejuvenation of natural ecosystem. Generally, the satellite images are huge dimensional data with numerous bands of specific details about the observed region. To apply immediate precautio...
The Dynamic System for Assemblage and Execution of Interactive Classes (SISDI) includes math in everyday life while investigating and improving basic math skills. Each learning task enhances the learner's deeds progressively with meaningful math exercises created by capable instructors. Later, it guides the student as per his/her caveats working al...
The extensive Cloud pool of resources and infrastructure can deliver significant improvements to Unmanned Aerial Vehicle (UAV) Cyber-Physical Systems (UAV-CPSs) relying on data or code from a network to operate, but not all sensors, actuators, computation modules and memory depots from a single fixed structure. This chapter is organised around the...
Over the past few decades of imaging, these sensing instruments are now more advanced with multiple missions such as surveillance, monitoring, tracking and destruction of spatial objects. Nowadays, unmanned aerial vehicles (UAVs) are much prevalent, which could acquire a comprehensive view and could perform actions even to the lowest target levels...
The outbreak of pollution due to rapid urbanization has led to a huge threat unto the ecosystem where the water reserves are severely affected. In order to protect these coastal regions, drinking water resources, and artificial reservoirs, the satellite image-based monitoring models could be deployed. For developing such models using moderate-resol...
The process of digital verification is a real needed factor in the current era of the technological world. Especially in the sector of online payment, verifying the authenticity of the user has always been a challenge and considered unsafe. A privileged process and current breakthrough of technology is the fingerprint recognition and the simplifica...
The increasing thwart for the environment has lead to a revolutionary change in protective measures. The surveillance of the complete ecosystem was a laborious effort during the days of field sensors based assessment practices for spatial object monitoring. After the rise of satellite image based applications for observing the spatiotemporal change...
Nowadays, the availability of satellite images is higher due to the launch of more number of earth observation and inter-planetary mission satellites. The satellite images are widely used in different early warning, risk assessment and disaster models. Hence, the need for efficient interpretation of these resources is also high. Generally, it is a...
The Real Time Environments that are very difficult and dangerous to practice can be simulated using Virtual Reality (VR) and canbe used as a learning tool. The use of immersive VR supports to demonstrate the three dimensional virtual environment in detail and helps the user to learn about the concepts of fire hazards and practice escape mechanisms...
The Satellite based imaging system which is based on a network of artificial satellites is more efficient for remote monitoring of our ecosystem. It provides geospatial positioning and high precision information regarding the local time which can be used in global positioning, air and sea traffic and so on. Effective monitoring of our ecosystem has...
An Emergency Response (ER) Cyber-Physical System (CPS) to avoid landslides and survey areas located on or near slopes is introduced that handles two problems: electronic waste disposal, and environmental disasters. Uncomplicated detection circuits using salvaged components can pinpoint floods in impoverished regions. CPSs simplify hazard prediction...
The natural devastations and calamities that occur every day on different parts of the
earth has lead to the need for advanced environmental monitoring models And the use of Hyperspectral images can incur much advantages over improved spectral observation of
spatial objects. These hyperspectral images are in need to be processed with advanced dimen...
The satellite images are the high dimensional data with huge spatial details which needs intelligent interpretation methods. The use of satellite images is more prevalent nowadays in many real time surveillance applications and it leads to the need of simple and accurate processing. The advent of machine learning classifiers improved the efficiency...
Objectives: The water contour extraction models using satellite images could be highly useful in monitoring the long term changes in river tributaries, lakes and other coastal areas. The lakes are termed for a localized basin of varied size where the water from river tributaries got reserved. These lakes are one among the prime source of water cons...
The satellite image based applications are highly utilized nowadays from simple purposes like vehicle navigation to complex surveillance and virtual environment modeling projects. On increased population rate, the depletion of natural resources is highly unavoidable and it leads to increased threats on natural hazards. In order to protect and overc...
The rapid growth of web resources lead to a need of enhanced Search scheme for information retrieval. Every single user contributes a part of new information to be added to the web every day. This huge data supplied are of diverse area in origin being added, without a mere relation. Hence, a novel search scheme must be applied for bringing out the...
