Search Results - "Singh, Ghanapriya"

Deep learning using computer vision in self driving cars for lane and traffic sign detection by Kanagaraj, Nitin, Hicks, David, Goyal, Ayush, Tiwari, Sanju, Singh, Ghanapriya

“…Recently, the amount of research in the field of self-driving cars has grown significantly with autonomous vehicles having clocked in more than 10 million…”
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Congenital Single Digit Deformities: Series of Cases in Multiple Families in Remote Villages of Haryana by Upadhyay, Gunjan, Arya, Ashish, Anchal, Ved Prakash, Munde, Santosh Laxmanrao, Singh, Ghanapriya, Kapoor, Mitali

“…Background and Purpose: Congenital deformities occur due to abnormal development of limbs in the intrauterine life. The exact cause of this type of defect is…”
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HDL-PSR: Modelling Spatio-Temporal Features Using Hybrid Deep Learning Approach for Post-Stroke Rehabilitation by Bijalwan, Vishwanath, Semwal, Vijay Bhaskar, Singh, Ghanapriya, Mandal, Tapan Kumar

“…Physiotherapy exercises like extension, flexion, and rotation are an absolute necessity for patients of post stroke rehabilitation (PSR). A physiotherapist…”
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A hybrid transposed attention based deep learning model for wearable and explainable stress recognition by Tanwar, Ritu, Singh, Ghanapriya, Pal, Pankaj Kumar

“…Stress is a prevalent issue in modern society which affects a large percentage of the population. Stress has negative effects on human daily lives such as…”
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A Personalized Classifier for Human Motion Activities With Semi-Supervised Learning by Singh, Ghanapriya, Chowdhary, Mahesh, Kumar, Arun, Bahl, Rajendar

“…The motion activities performed by a mobile or wearable device user are characteristic of the user and the accuracy of detection of motion activity context can…”
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Attention based hybrid deep learning model for wearable based stress recognition by Tanwar, Ritu, Phukan, Orchid Chetia, Singh, Ghanapriya, Pal, Pankaj Kumar, Tiwari, Sanju

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Heterogeneous computing model for post‐injury walking pattern restoration and postural stability rehabilitation exercise recognition by Bijalwan, Vishwanath, Semwal, Vijay Bhaskar, Singh, Ghanapriya, Crespo, Ruben Gonzalez

“…The research paper presents the heterogeneous computing model for analysis & restoration of human walking deformity and posture instability. Gait‐related…”
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Nonparametric damage detection and localization model of framed civil structure based on local gravitation clustering analysis by Kaloni, Smita, Singh, Ghanapriya, Tiwari, Prashant

“…Structural damage detection is still a stimulating problem due to the complicated non-linear behaviour of the structural system, incomplete sensed data,…”
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Stress recognition with multi‐modal sensing using bootstrapped ensemble deep learning model by Singh, Ghanapriya, Phukan, Orchid Chetia, Kumar, Ravinder

“…The factors that influence a person's mental health are numerous, interconnected, and multi‐dimensional. Recognition of stress is one of the facets in…”
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Development of the LSTM Model and Universal Polynomial Equation for all the Sub-phases of Human Gait by Semwal, Vijay Bhaskar, Kim, Youngshik, Bijalwan, Vishwanath, Verma, Astha, Singh, Ghanapriya, Gaud, Neha, Baek, Hangyeol, Khan, Abdul Manan

“…Human gait can be measured using a change in the joint angles value of the lower limb joints during walking. Inverse kinematics (IK) of a human leg refers to…”
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Hybrid deep learning model for wearable sensor‐based stress recognition for Internet of Medical Things (IoMT) system by Singh, Ghanapriya, Chetia Phukan, Orchid, Gupta, Rinki, Nayyar, Anand

“…Summary There are numerous, interrelated, and multi‐dimensional aspects that influence a person's mental health, one of them being stress. Smart wearable…”
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Comparing ARIMA, Linear Regression, Random Forest, and LSTM for Time Series Forecasting: A Study on Item Stock Predictions by Nagendra, Bommireddi, Singh, Ghanapriya

“…The present work discusses about prediction of item inventory stock using four prominent time series forecasting models. These models offer distinct strategies…”
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FuSeR: Fusion of wearables data for StrEss Recognition using explainable artificial intelligence models by Tanwar, Ritu, Singh, Ghanapriya, Pal, Pankaj Kumar

“…Wearables such as smartwatches have become increasingly popular and have many applications such as health monitoring and chronic disease management. As…”
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A generalized contrast enhancement algorithm for seamless high contrast image across devices in Internet of Things by Singh, Ghanapriya

“…The Internet of Things consists of networked devices, which often consist of personalized smart devices with display. These devices needs efficient image…”
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Underwater Image Enhancement Using Convolutional Neural Network by Yadav, Anushka, Upadhyay, Mayank, Singh, Ghanapriya

“…This work proposes a method for underwater image enhancement using the principle of histogram equalization. Since underwater images have a global strong…”
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Implementation of 5-Block Convolutional Neural Network (CNN) for Saliency Improvement on Flying Object Detection in Videos by Pandey, Shubha, Sharma, Ritu, Singh, Ghanapriya

“…In this paper an algorithm for detecting a flying object is proposed from the recorded videos using stationary as well as moving camera. Firstly the methods…”
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State Estimation of a Quantum System Using Extended Kalman Filter by Agarwal, Nidhi, Sondhi, Akanksha, Singh, Ghanapriya

“…In this paper we propose to estimate the state of a quantum system dynamically evolving in the presence of white Gaussian noise (WGN) under Schrödinger…”
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Quantitative Analysis of Pulmonary Emphysema by Congregating Statistical Features by Chhillar, Sachin, Singh, Ghanapriya, Singh, Ajeet, Saini, Vikas Kumar

“…The chronic obstructive pulmonary disease (COPD) is a pulmo disease that is distinguished by reduction of peak expiratory flow rate and steady forced…”
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A Probabilistic Framework for Base Level Context Awareness of a Mobile or Wearable Device User by Singh, Ghanapriya, Chowdhary, Mahesh, Kumar, Arun, Bahl, Rajendar

“…A framework for determining probabilistic context awareness of a mobile or wearable device user with single or multiple sensors is presented. The functionality…”
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An Efficient Iris Recognition System Using Integer Wavelet Transform by Singh, Preeti, Singh, Ratnesh Kumar, Singh, Ghanapriya

“…An iris recognition mechanism is being discussed in presented paper, which is based on Integer Wavelet Transform (IWT). UBIRIS. v2 iris database is works as…”
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