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Banoth Thulasya Naik

Research Scholar
Подтвержден адрес электронной почты в домене student.nitw.ac.in
Цитируется: 221

A comprehensive review of computer vision in sports: Open issues, future trends and research directions

BT Naik, MF Hashmi, ND Bokde - Applied Sciences, 2022 - mdpi.com
Recent developments in video analysis of sports and computer vision techniques have achieved
significant improvements to enable a variety of critical operations. To provide enhanced …

LSTM-BEND: Predicting the trajectories of basketball

BT Naik, MF Hashmi - IEEE Sensors Letters, 2023 - ieeexplore.ieee.org
The capacity to comprehend and anticipate the movements of dynamic objects deployed in
sports contexts is a need for autonomous systems. A basketball game is an example of one …

EIoU-distance loss: an automated team-wise player detection and tracking with jersey colour recognition in soccer

B Thulasya Naik, MF Hashmi, A Gupta - Connection Science, 2024 - Taylor & Francis
The surge in demand for advanced operations in sports video analysis has underscored the
crucial role of multiple object tracking. This study addresses the escalating need for efficient …

DeepPlayer-track: player and referee tracking with jersey color recognition in soccer

BT Naik, MF Hashmi, ZW Geem, ND Bokde - IEEE Access, 2022 - ieeexplore.ieee.org
In real-world sports video analysis, identity switching caused by inter-object interactions is
still a major difficulty for multi-player tracking. Due to similar appearances of players on the …

MobileNet+ SSD: Lightweight Network for Real-Time Detection of Basketball Player

BT Naik, MF Hashmi - Proceedings of the International Conference on …, 2023 - Springer
In sports applications, vision-based player detection is essential. For real-time activities like
broadcasts and player identification, accuracy, efficiency, and minimal memory use are …

[PDF][PDF] Ball and player detection & tracking in soccer videos using improved yolov3 model

BT Naik, MF Hashmi - 2021 - academia.edu
Over the past few years, there has been a tremendous increase in the interest and enthusiasm
for sports among people. This has led to an increase in the importance given to video …

Football event classification using convolutional autoencoder and multilayer extreme learning machine

…, TB Bellare, A Suresh, BT Naik - IEEE Sensors Letters, 2022 - ieeexplore.ieee.org
Event detection and classification in sports are particularly important in the field of sports
data analytics. In this era, various AI methods are utilized to detect events in a football (soccer) …

BDTA: events classification in table tennis sport using scaled-YOLOv4 framework

MF Hashmi, BT Naik, AG Keskar - Journal of Intelligent & …, 2023 - content.iospress.com
Computer vision algorithms based on deep learning have evolved to play a major role in sports
analytics. Nevertheless, in sports like table tennis, detecting the ball is a challenge as the …

Real-Time Implementation of PID Controller for Cylindrical Tank System Using Short-Range Wireless Communication

TN Banoth, RK Jatoth, SR Ambati - Modelling, Simulation and Intelligent …, 2020 - Springer
Nowadays, wireless technology is developing at a great rate, as the process industries looking
for the way to reduce the cost of the system, to improvise the performance of the system, …

A parallel computing framework for real-time moving object detection on high resolution videos

MF Hashmi, E Ayele, BT Naik, AG Keskar - Journal of Intelligent …, 2024 - Springer
Graphic Processing Units (GPUs) are becoming very important in the present day. Their high
computational capabilities with high speed and accuracy are making them a very strong …