Personal Information
- Full Name: Prof. Manoj Kumar
- Mobile Number: 8171624769
- EmailID: choubey.manoj@gmail.com
- Designation: Professor
Qualification
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2016PhD
GLA University
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2009M.Tech
UPTU, Lucknow
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1999B.Tech
Nagpur University
Experience
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2023 - PresentProfessor
GGV, Bilaspur
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2022 - 2023Associate Director
GLA University, Mathura
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2019 - 2023Professor
GLA University, Mathura
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2012 - 2019Associate Professor
GLA University, Mathura
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2009 - 2012Reader
GLA University, Mathura
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2007 - 2009Senior Lecturer
GLA University, Mathura
Doctoral Theses Guided
Skin Disease Detection Classification and Severity prediction using Machine Learning Techniques
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None
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None
Analysis of Forged Videos: Detection, Localization & Multilevel Forgery using Machine Learning
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None
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None
Satellite image enhancement for land use land cover applications
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None
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Ms Priyanka Darbari
Human Crowded Scene Analysis for Behaviour Recognition using Nature-Inspired Algorithms
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None
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None
A Robust framework for Automatic Crowd Video Summarization using Deep Learning Methodology
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None
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None
Robust Enhancement Techniques for Under Water Images using Neural Network Algorithms.
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None
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None
Effective and Secure Secret Image Sharing Schemes for Reconstruction of Digital Images
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None
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None
An Optimization based approaches for task scheduling to enhance resource utilization in Cloud Computing Environment
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None
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None
Research Projects
National Implementing & Monitoring Agency for Training(NIMAT)
Completed Amount: ₹8.00
Duration : 25:09:2018 - 27:09:2019
National Implementing & Monitoring Agency for Training (NIMAT)
Completed Amount: ₹16.00
Duration : 03:07:2018 - 03:07:2019
NewGen Innovation & Entrepreneurship Development Centre (NewGen IEDC)
Completed Amount: ₹287.50
Duration : 10:06:2017 - 06:12:2023
Patents
An Adapter based on thermoelectric generator
By: Manoj Kumar
Patent No: 201911008894
Published: 21-06-2023
Granted
Country: India
Smart Electric Board for Legacy Devices (Smart IoT Board)
By: Manoj Kumar
Patent No: 202111035118
Published: 21-06-2023
Granted
Country: India
Nirbhaya App (SYSTEM TO SEND EMERGENCY DISTRESS SIGNAL)
By: Manoj Kumar
Patent No: 202111016309
Published
Country: India
Smart Bird
By: Manoj Kumar
Patent No: 201911052365
Published: 21-06-2023
Granted
Country: India
Weight Automatic Key
By: Manoj Kumar
Patent No: 201911052366
Published: 21-06-2023
Granted
Country: India
Medi Ambulance
By: Manoj Kumar
Patent No: 202011015677
Published: 21-06-2023
Published
Country: India
A Smart Wheel Chair
By: Manoj Kumar
Patent No: 202011037416
Published
Country: India
System and Method for high level home security
By: Manoj Kumar
Patent No: 201911014802
Published
Country: India
A method for detection and Tracking of objects in Crowded Scene
By: Manoj Kumar
Patent No: 201811000903
Published
Country: India
Publications
Detecting and localizing multiple forgeries with TransGAN
Dr Manoj Kumar
Publication Type: Journal Article (International)
Journal: Iran Journal of Computer Science
Year: 2025
Advanced framework for multilevel detection of digital video forgeries
Singh U, Rathor S, Kumar M.
Publication Type: Journal Article (International)
Journal: Annals of the New York Academy of Sciences
Year: 2025
A hybrid machine learning model for skin disease classification using discrete wavelet transform and gray level co-occurrence matrix (GLCM)
Verma S., Kumar, M.
Publication Type: Journal Article (International)
Journal: Multimedia Tools & Applications
Year: 2025
Navigating beyond sight: a real-time 3D audio-enhanced object detection system for empowering visually impaired spatial awareness
Ankit Kumar, Abhishek kumar, Rohit Raja, Amit Kumar Dewangan, Manoj Kumar, Aradhana Soni & Dheeraj Agarwal
Publication Type: Journal Article (International)
Year: 2025
DOI: https://doi.org/10.1007/s11760-025-04614-6
Impact Factor: 2.10
SIF: Satellite Image Fusion for Deforestation Analysis in the Amazon Using S-1 and S-2 Data for LULC Applications
Priyanka Darbari, Ankush Agarwal, Manoj Kumar
Publication Type: Journal Article (International)
Year: 2025
DOI: https://doi.org/10.30564/jees.v7i6.9190
A novel classification of meditation techniques via optimised chi-squared 1D-CNN method based on complexity, continuity and connectivity features
Abhishek Jain, Rohit Raja, Manoj Kumar & Pawan Kumar Verma
Publication Type: Journal Article (International)
Journal: Connection Science
Year: 2025
DOI: https://doi.org/10.1080/09540091.2025.2467387
Impact Factor: 3.40
Tuned YOLOv4 Model for Indoor 3D Object Detection from Point Cloud Data
Manoj Kumar
Publication Type: Conference Proceeding
Year: 2025
Deep Learning-Based 3D Indoor Room Layout Prediction with ConvBi-LSTM Models
Manoj Kumar
Publication Type: Conference Proceeding
Year: 2025
Hybrid deep learning and machine learning approach for detecting spatial and temporal forgeries in videos
Upasana Singh, Sandeep Rathor & Manoj Kumar
Publication Type: Journal Article (International)
Journal: Neural Computing and Applications
Year: 2024
DOI: https://doi.org/10.1007/s00521-024-10558-8
Impact Factor: 1.10
Detecting sequential video forgery using spatiotemporal attention mechanisms
Upasana Singh, Sandeep Rathor, Manoj Kumar
Publication Type: Journal Article (International)
Journal: Journal of Electronic Imaging
Volume: 33
Year: 2024
DOI: https://doi.org/10.1117/1.JEI.33.6.063042
Impact Factor: 2.10
XVC scheme-based secret sharing model with hybrid optimization algorithm for visual cryptography
Manoj Kumar, Shashi Shekhar
Publication Type: Journal Article (International)
Journal: Signal, Image and Video Processing
Year: 2024
Pages: 309–323
DOI: https://doi.org/10.1007/s11760-024-03154-9
Impact Factor: 2.10
Automatic Classification of Melanoma Using Grab-Cut Segmentation & Convolutional Neural Network
Manoj Kumar
Publication Type: Journal Article (International)
Journal: SN Computer Science
Year: 2024
Optimized convolutional neural network for land cover classification via improved lion algorithm
None
Publication Type: Journal Article (International)
Year: 2024
DOI: https://doi.org/10.1111/tgis.13150
Impact Factor: 2.30
F2UIE: feature transfer-based underwater image enhancement using multi-stackcnn
Verma, G., Kumar, M. & Raikwar
Publication Type: Journal Article (International)
Journal: Multimedia Tools and Applications
Year: 2024
DOI: https://doi.org/10.1007/s11042-023-17180-1
Impact Factor: 3.60
Machine learning based file type classifier designing in IoT cloud
Kumar, M.
Publication Type: Journal Article (International)
Journal: Cluster Computing
Year: 2024
DOI: https://doi.org/10.1007/s10586-022-03816-8
Impact Factor: 4.10
Chaotic whale-atom search optimization-based deep stacked auto encoder for crowd behaviour recognition
None
Publication Type: Journal Article (International)
Journal: Journal of Experimental and Theoretical Artificial Intelligence
Year: 2024
DOI: https://doi.org/10.1080/0952813X.2022.2084566
Impact Factor: 1.80
Bayesian fuzzy clustering and deep CNN-based automatic video summarization
Kumar, M.
Publication Type: Journal Article (International)
Journal: Multimedia Tools and Applications
Year: 2024
DOI: https://doi.org/10.1007/s11042-023-15431-9
Impact Factor: 3.60
Competitive Swarm Improved Invasive Weed Optimization-Based Secret Sharing Scheme for Visual Cryptography
Manoj Kumar
Publication Type: Journal Article (International)
Journal: Cybernetics and Systems
Year: 2024
DOI: https://doi.org/10.1080/01969722.2022.2080903
Impact Factor: 1.80
Skin disease detection using Decision Tree and Support Vector Machine
Kumar, M
Publication Type: Conference Proceeding
Journal: 2024 1st International Conference on Advanced Computing and Emerging Technologies Acet 2024
Year: 2024
A Review on Deep Learning Techniques for skin disease Detection
Kumar, M
Publication Type: Conference Proceeding
Year: 2024
Deep Video Forensics: Unveiling Spatial Forgery Detection with Modified ResNet50
None
Publication Type: Conference Proceeding
Year: 2024
Conditional autoregressive-tunicate swarm algorithm based generative adversarial network for violent crowd behavior recognition
Manoj Kumar
Publication Type: Journal Article (International)
Journal: Artificial Intelligence Review
Year: 2023
DOI: https://doi.org/10.1007/s10462-023-10571-8
Impact Factor: 13.90
Chronological ant lion optimizer-based deep convolutional neural network for panic behavior detection in crowded scenes
None
Publication Type: Journal Article (International)
Journal: Multimedia Tools and Applications
Volume: 82
Year: 2023
Pages: 32373–32396
Impact Factor: 3.60
Under-water Image Enhancement Algorithms: A Review
Manoj Kumar
Publication Type: Conference Proceeding
Year: 2023
Task Balancing Approaches in Cloud Computing Environment: A Survey
Manoj Kumar
Publication Type: Conference Proceeding
Year: 2023
Enhancing Medical Field with E-health and AI: A Systematic Review
Manoj Kumar
Publication Type: Conference Proceeding
Year: 2023
Comprehensive review and analysis on facial emotion recognition methods
Manoj Kumar
Publication Type: Journal Article (International)
Journal: Journal of Electronic Imaging
Volume: 32
Year: 2023
DOI: https://doi.org/10.1117/1.JEI.32.4.040901
Impact Factor: 1.00
ECG-based heartbeat classification using exponential-political optimizer trained deep learning for arrhythmia detection
Manoj Kumar
Publication Type: Journal Article (International)
Journal: Biomedical Signal Processing and Control
Volume: 84
Year: 2023
Impact Factor: 4.90
Evolution of impact of Social media using the COPRAS Method
Manoj Kumar
Publication Type: Conference Proceeding
Year: 2023
Deep Learning Framework for Banana Shelf Life Classification based on Ripening: BSLC
None
Publication Type: Conference Proceeding
Year: 2023
Exploring the Techniques for Crowd Video Summarization: A Comprehensive Survey
Manoj Kumar
Publication Type: Conference Proceeding
Year: 2023
Market Segment Evaluation and Selection by Grey Relational Analysis
None
Publication Type: Conference Proceeding
Year: 2023
Utilization Of Data Analytics in Analysing Audio and Crowd Video Content
Manoj Kumar
Publication Type: Conference Proceeding
Year: 2023
Single Under-Water Image Enhancement Using the Modified Transmission Map and Background Light Estimation
None
Publication Type: Conference Proceeding
Journal: Lecture Notes in Electrical Engineering
Year: 2023
Systematic review and analysis on underwater image enhancement methods, datasets, and evaluation metrics
Manoj Kumar
Publication Type: Journal Article (International)
Volume: 31
Year: 2022
DOI: https://doi.org/10.1117/1.JEI.31.6.060901
Impact Factor: 1.10
FCNN: Fusion-based underwater image enhancement using multilayer convolution neural network
Manoj Kumar
Publication Type: Journal Article (International)
Journal: Journal of Electronic Imaging
Volume: 31
Year: 2022
DOI: https://doi.org/10.1117/1.JEI.31.6.063039
Impact Factor: 1.10
Cloud Task Scheduling using Static Time Quantum Approach
Manoj Kumar
Publication Type: Journal Article (National)
Journal: Indian Journal of Computer Science and Engineering
Year: 2022
Detecting Oral Cancer: The Potential of Artificial Intelligence
Manoj Kumar
Publication Type: Journal Article (International)
Journal: Current Medical Imaging
Year: 2022
DOI: https://doi.org/10.2174/1573405618666220408103549
Impact Factor: 1.10
