faculty-profile

Dr. Sandeep Kumar

info

Professor & Associate Dean (Data Science)

School of Computer Science & Artificial Intelligence

Post Doc-Singapore

15

web-pages

Image Enhancement, Segmentation, Biometric Recognition Systems, Text Classification, Sentiment Analysis

Digital Image Processing, Biometrics, Machine Learning, Deep Learning, Data Science, Natural Language Processing

Educational
Qualifications
(From Highest)

2021

PEC Chandigarh

2011

Thapar University, Patiala

2008

TITS Engineering College, MDU, Rohtak

Professional
Experience

2024

Professor and Associate Dean (Data Science)) at SR University, Warangal, from 2024-11-05 to .

2021

Professor and Associate Head at KL University, from 2021-09-28 to 2024-11-04.

Student
Supervision

Ph.D

PG

UG

Key Publications

Sandeep Kumar*, MohdAnul Haq, Arpit Jain, C. Andy Jason, Nageswara Rao Moparthi, Nitin Mittal and Zamil S. Alzamil, “Multilayer Neural Network Based Speech Emotion Recognition for Smart Assistance”, CMC-Computers, Materials & Continua, vol. 74, no. 1, pp. 1-18, 2022. Tech Science Press. DOI: 10.32604/cmc.2023.028631

Sandeep Kumar*, Arpit Jain, Shilpa Rani, Hammam Alshazly, Sahar Ahmed Idris and Sami Bourouis, “Deep Neural Network based Vehicle Detection and Classification of Aerial Images” in Intelligent Automation & Soft Computing, vol. 34, no. 1, pp. 119-131, 2022. Tech Science Press. DOI:10.32604/iasc.2022.024812

Sandeep Kumar*, Shilpa Rani, Arpit Jain, Chaman Verma, Maria Simona Raboaca, Zoltán Illés and Bogdan Constantin Neagu, “Face Spoofing, Age, Gender and Facial Expression Recognition Using Advance Neural Network Architecture-Based Biometric System” Sensor Journal, vol. 22, no. 14, pp. 5160-5184, 2022

Sandeep Kumar, Shilpa Rani, Arpit Jain, Karan Singh, Ali Ahmadian and Mohd Yazid Bajuri, “Brain Tumor Classification using Deep Neural Network and Transfer Learning”, Brain Topography, Springer Journal, vol. 24, no.1, pp. 1-14, 2023. DOI: 10.1007/s10548-023-00953-0

Monali Gulhane, Sandeep Kumar, Nitin Rakesh, Yaodong Zhu, Mandeep Kaur, Chanderdeep Tandon, Thippa Reddy Gadekallu, “Integrative Approach for Efficient Detection of Kidney Stones: A Comprehensive Exploration of Advanced Classification Models,” SLAS Technology, vol. 29, no. 4, pp. 100159, 2024. DOI: 10.1016/j.slast.2024.100159

Shonak Bansal, Arpit Jain, Sandeep Kumar, Ashok Kumar, Parvataneni Rajendra Kumar, Krishna Prakash, Mohamed S. Soliman, & Mohammad Tariqul Islam, “Optoelectronic performance prediction of HgCdTe homojunction photodetector in long wave infrared spectral region using traditional simulations and machine learning models” Scientific Reports, vol. 14, no.1, pp. 28230, 2024

Research Projects / Patents

METHOD AND SYSTEM FOR DETERMINING A POSITION OF AN OBJECT IN A SUSPICIOUS CONDITION

This patent proposes a novel method and system to accurately detect and determine the position of an object exhibiting suspicious behavior or characteristics. It leverages sensor data and intelligent algorithms to analyze motion patterns, environmental cues, and context-based triggers. The innovation enhances surveillance, security monitoring, and threat detection capabilities in sensitive environments.

Mechanisms to Prevent Road Accidents in Low Light Intensity Environments Using a Drone System

This invention introduces a drone-based system designed to monitor and prevent road accidents in areas with low light intensity. The mechanism utilizes real-time image processing, object detection, and environmental sensors to identify potential hazards. It enhances night-time road safety by providing early warnings and visual assistance to drivers and traffic authorities.

Method and System for Wirelessly Charging of an Appliance

This patent presents a method and system for efficiently charging electrical appliances without physical connectors using wireless power transmission. It employs electromagnetic induction or resonant coupling to deliver energy over short distances. The system is designed for safe, convenient, and contactless charging across various household and industrial devices.

Books

Exploring Generative Adversarial Networks and Meta-Learning Synergies

Sandeep Kumar

IGI Global