Publications by authors named "P S Srilatha"

In computer vision, navigating multi-object tracking in crowded scenes poses a fundamental challenge with broad applications ranging from surveillance systems to autonomous vehicles. Traditional tracking methods encounter difficulties associating noisy object detections and maintaining consistent labels across frames, particularly in scenarios like video surveillance for crowd control and public safety. This paper introduces 'Improved Space-Time Neighbor-Aware Network (STNNet),' an advanced framework for online Multi-Object Tracking (MOT) designed to address these challenges.

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The Star fruit (Averrhoa carambola L.) was globally distributed, particularly in countries like China, India, Indonesia and was renowned for its abundant vitamin, mineral and antioxidant content (Reddy et al., 2023).

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Article Synopsis
  • The research examines how thermophoretic particle deposition affects the flow of a ZnO-SAE50 nanolubricant in a channel that can stretch or shrink, while considering the influence of a magnetic field and nonlinear heat radiation.
  • It utilizes the Galerkin finite element method and an artificial neural network algorithm to analyze heat and mass transfer properties.
  • Results indicate that when the channel is stretched, there is an increase in flow velocity and heat production, while channel shrinkage leads to reduced thermal layers and potential cooling effects, highlighting important engineering applications.
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The utilization of Maxwell fluid with nanoparticle suspension exhibits promising prospects in enhancing the efficacy of energy conversion and storage mechanisms. They have the potential to be utilized in sophisticated cooling systems for power generation facilities, thereby augmenting the overall energy efficacy. Keeping this in mind, the current research examines the Maxwell nanofluid flow over a rotating disk with the impact of a heat source/sink.

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