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SRM University

Dr. Rakesh Ahuja

Professor
Department of Computer Science & Engineering (CSE)

rakeshahuja@srmuniversity.ac.in

Education

Degree Specialization University/Institute Name, Year
Ph.D. Computer Science & Engineering IFTM Moradabad ,
M.Tech Computer Science & Engineering UPTU, Lucknow, 2006
B.Tech Computer Science & Engineering BIET Jhansi, 1995
12th Hindi English, Physics, Chemistry, Mathematics U.P Board, Allahabad, 1990

Research Interests

My primary research focus is on Machine Learning and Deep Learning techniques for pattern recognition and intelligent data analysis. I work extensively on deep learning–based handwritten text recognition, multimedia security, and video watermarking for copyright protection and authentication.

I have also guided research in protein subcellular localization using hybrid deep learning models, highlighting my interest in AI-driven bioinformatics and medical data analysis. My research extends to computer vision, video analytics, and fog/edge computing–based intelligent systems. I actively interested in machine learning–centric research with real-world applications across multimedia, documents, and biological data.

Current Courses Taught / Teaching Interest

Database Management System, Operating System, Cryptography & Network Security, Software Engineering, , Agile Development Methodology, Discrete Mathematics, Computer Programming in C, Java Programming language, Data Structure, Distributed System, Real-Time System, Artificial Intelligence, Machine learning, Principal of Programming Language, Python Programming language, Computer Network

Academic Experience / Industrial Experience

S.No. Institution / Industry Designation From To Tenure (Yrs)
a. Academic Institutions
1 SRM University, Sonepat Professor, CSE 01-10-2025 Till Date 4 Months
2 Chitkara University, Punjab Professor, CSE Deptt 08-01-2019 30-09-2025 6.5+
3 MIT Moradabad Associate Prof. & HoD 14-01-2017 29-12-2018 2

Achievements / Awards / Recognitions

Particulars Designation / Achievement Sessions
Best Paper Award Chitkara University, Punjab 2021-22
Participated in Chess at Chitkara University, Punjab Champion (1st position) 2020-21
Rotary Club Moradabad Best Teacher Award 2017-18
Member Technical Committee for the Seminar' All India Seminar on Recent Advances in Electronics Design, Technologies and Applications (EDTA-2017) Certificate of Appreciation by The Institutions of Engineers (India), Bareilly 2016-17
Participated in Chess Tournament at MIT Moradabad Champion (1st position) 2008-09, 2015-16
Preparation for WIPRO Campus Placement interview Appreciation by MIT Moradabad 2006-07

Selected Publications/Working Papers

Publications

S.No Paper Title Journal Scope Volume / DOI Page No Date
1 Hash-Based Content Authentication and Integrity Verification: A Secure Framework for Video Watermarking Journal of Computer Methods and Programs in Biomedicine International 10.2174/0126662558347808250612075636 In Press 2025
2 Predictive Analysis-Based Load Balancing and Fault Tolerance in Fog Computing Cluster Computing International Vol. 28, Article 284 -- 2025
3 CNN-Based Data Augmentation for Handwritten Gurmukhi Text Recognition Multimedia Tools and Applications International SCI Journal -- 2024
4 Motion-Frames Based Video Watermarking Scheme for Copyright Protection Using Guided Filtering Traitement du Signal International Vol. 40 No. 1 187-197 2023
5 A Hybrid Approach for Fault-Tolerance Aware Load Balancing in Fog Computing Cluster Computing International SCI Journal -- 2024
6 A Systematic Method for Diagnosis of Hepatitis Disease Using Machine Learning Innovations in Systems and Software Engineering International Vol. 19 71-80 2023
7 A CNN-Based Framework for Classification of Protein Localization Using Confocal Microscopy Images IEEE Access International Vol. 10 DOI: 10.1109/ACCESS.2022.3197189 83591-83611 2022
8 Multiprocessor Task Scheduling Using Multi-Objective Hybrid Genetic Algorithm in Fog-Cloud Computing Knowledge-Based Systems International Article 110563 -- 2023
9 Robust and Secure Video Authentication: A Hash-Based Watermarking Approach IAENG International Journal of Computer Science International Vol. 51 Issue 9 1291-1308 2024
10 Digital Video Watermarking: Aspects, Relevance, Challenges IEEE CONIT International 10.1109/CONIT51480.2021.9498359 4-Jan 2021
11 Advanced Technique for Image Reformation Against Crop Attack Using Sudoku Watermarking Semiconductor Optoelectronics International Vol. 42 No. 1 715-728 2023
12 Watermarked Hashing as a Video Content Authentication Technique ECS Transactions International Vol. 107 No. 1 5211 2022
13 A Novel Image Watermarking Method Against Crop Attack Using Two-Step Sudoku Puzzle ECS Transactions International Vol. 107 No. 1 -- 2022
14 Compressed Domain Based Robust and Imperceptible Digital Video Watermarking Scheme Indonesian Journal of Electrical Engineering International -- 313-317 2020
15 Hybrid Transform Based Robust Watermarking Scheme for Video Objects Journal of Critical Reviews International Vol. 7 No. 19 1673-1679 2020
16 Design of Digital Video Watermarking Technique Based on Motion Frames Journal of Computational and Theoretical Nanoscience International Vol. 16 No. 10 4328-4338 2019
17 Color Image Segmentation Without Any Information Loss International Journal of Engineering and Advanced Technology International Vol.9 No.1 -- 2019
18 Sky-A* Algorithm for Artificial Intelligence International Journal of Recent Technology and Engineering International Vol.8 No.4 -- 2019
19 Video Watermarking Scheme Based on IDR Frames Using MPEG-2 Structure International Journal of Information and Computer Security International Vol.11 No.6 585-603 2019
20 Diabetic Retinopathy Prediction Device System Journal of Computational and Theoretical Nanoscience International Vol.16 No.10 4266-4270 2019
21 Video Watermarking Scheme Based on Candidate I-Frames for Copyright Protection Indonesian Journal of Electrical Engineering and Computer Science International Vol.5 No.2 391-400 2017
22 Robust Video Watermarking Scheme Based on Intra Coding Process in MPEG-2 Style International Journal of Electrical and Computer Engineering International Vol.7 No.6 -- 2017
23 Compressed Domain Based Review on Digital Video Watermarking Elixir Information Technology International Vol.101 43622-43633 2016
24 DCT-SVD Based Hybrid Digital Video Watermarking Scheme for Ownership Protection MIT International Journal of CS & IT International Vol.6 No.1 37-41 2016
25 Robust Digital Image Watermarking Scheme Using Log-Average Luminance and DCT MIT International Journal of CS & IT International Vol.5 No.1 22-26 2015
26 Copyright Protection Using Video Watermarking Based on Wavelet Transformation International Journal of Computer Applications International Vol.66 No.8 -- 2013
27 Highly Robust and Imperceptible Luminance Based Hybrid Digital Video Watermarking Scheme International Journal of Image, Graphics and Signal Processing International Vol.4 No.11 -- 2012
28 A Survey of Digital Watermarking Schemes MIT International Journal of CS & IT International Vol.2 No.1 52-59 2012
29 Real Fake Image Classification Using Explainable EfficientNetV2S: A Comparative Analysis ICEECT 2024, IEEE International 10.1109/ICEECT61758.2024.10739256 5-Jan 2024
30 Classification of Non-Speech Sound Signals Using MFCC Feature Extraction ICEECT 2024, IEEE International 10.1109/ICEECT61758.2024.10738971 5-Jan 2024
31 Optimizing Rose Leaf Disease Detection Performance via Explainable Transfer Learning ICEECT 2024, IEEE International 10.1109/ICEECT61758.2024.10739187 6-Jan 2024
32 A Guide Tour to Systematic Review and Research Perspective on Movie-Based Recommendation System ICIDA 2023, Springer LNNS International 10.1007/978-981-97-4928-7_23 -- 2024
33 Generating a Standardized Dataset: Gurmukhi Offline Handwritten Collection ICRITO 2024, IEEE International 10.1109/ICRITO61523.2024.10522317 5-Jan 2024
34 A Machine Learning Approach for Diagnosis of Hepatitis ICCCIS 2023, IEEE International 10.1109/ICCCIS60361.2023.10425626 161-165 2023
35 Revolutionizing Healthcare 4.0: Fusion of Blockchain and IoT ICRITO 2024, IEEE International 10.1109/ICRITO61523.2024.10522223 6-Jan 2024
36 Effectiveness of Watermark and Performance Evaluators in Video Watermarking ICSCSS 2023, IEEE International 10.1109/ICSCSS57650.2023.10169276 777-782 2023
37 Stock Price Prediction by Applying Machine Learning Techniques ESCI 2023, IEEE International 10.1109/ESCI56872.2023.10099614 5-Jan 2023
38 Brain-Computer Interface with Improved Information of EEG Signal ICCCNT 2023, IEEE International 10.1109/ICCCNT56998.2023.10307117 6-Jan 2023
39 Predictive Method for Diabetes Using Machine Learning ICCCIS 2023, IEEE International 10.1109/ICCCIS60361.2023.10425609 52-57 2023
40 Design and Study of Circular Patch 2×2 MIMO Antenna UPCON 2020, IEEE International 10.1109/UPCON50219.2020.9376572 6-Jan 2020
41 Gurmukhi Handwritten Word Conversion Using Deep Learning ICACITE 2022, IEEE International 10.1109/ICACITE53722.2022.9823493 1618-1623 2022
42 Retinal Image Based System to Detect Drug Abuse ICACITE 2022, IEEE International 10.1109/ICACITE53722.2022.9823930 1719-1723 2022
43 Significance and Challenges in Driver Drowsiness Issue ICRITO 2022, IEEE International 10.1109/ICRITO56286.2022.9964857 5-Jan 2022
44 Systematic Method for Lung Cancer Classification ICRITO 2022, IEEE International 10.1109/ICRITO56286.2022.9964778 5-Jan 2022
45 State-of-the-Art for Recognizing Offline Handwritten Gurmukhi Word SSRN Conference Paper International 10.2139/ssrn.4160639 -- 2022
46 Measuring the Bytecode Quality of Object-Oriented Software Springer LNNS 425 International 10.1007/978-981-19-0707-4_5 -- 2022
47 Three Notched Bands Modified Hexagonal Patch Antenna Springer LNEE 792 International 10.1007/978-981-164625-6_3 -- 2022
48 Breast Cancer Classification Using RFE Feature Selection ICACITE 2022, IEEE International 10.1109/ICACITE53722.2022.9823464 1673-1676 2022
49 Nature Inspired Meta-Heuristic Algorithms for Load Balancing PDGC 2022, IEEE International 10.1109/PDGC56933.2022.10053109 396-401 2022
50 Histogram Equalization Variants Preserving Non-Uniform Illumination ICACITE 2022, IEEE International 10.1109/ICACITE53722.2022.9823885 1459-1464 2022
51 Forecasting of Precipitation in India Using RBF Neural Network ICRITO 2021, IEEE International 10.1109/ICRITO51393.2021.9596073 5-Jan 2021
52 Mobile Dimensions Detection for Forensic Investigation ISPCC 2021, IEEE International 10.1109/ISPCC53510.2021.9609459 804-810 2021
53 Review on Video Authentication Exploiting Watermarking Methods ICRITO 2021, IEEE International 10.1109/ICRITO51393.2021.9596280 5-Jan 2021
54 Wheat Yield Prediction Using Neural Networks ICRITO 2021, IEEE International 10.1109/ICRITO51393.2021.9596464 6-Jan 2021
55 Comparative Analysis of ANN for Predicting Nifty 50 Value ISCON 2021, IEEE International 10.1109/ISCON52037.2021.9702400 5-Jan 2021
56 Significance and Limitations of Deep Neural Networks ICOSEC 2021, IEEE International 10.1109/ICOSEC51865.2021.9591759 1453-1460 2021
57 Securing Copyright of Digital Video Using Quantized DC Coefficients ISPCC 2021, IEEE International 10.1109/ISPCC53510.2021.9609472 423-427 2021
58 Intrusion Detection Systems for Cloud Security SMART 2021, IEEE International 10.1109/SMART52563.2021.9676258 345-349 2021
59 Predicting Diabetes Mellitus Using Different Techniques ICDSA 2021, Springer International -- 425 2021
60 Digital Video Watermarking: Aspects, Relevance, Challenges CONIT 2021, IEEE International 10.1109/CONIT51480.2021.9498359 4-Jan 2021
61 Review of Secured Robust and Imperceptible Digital Watermarking ICRITO 2021, IEEE International 10.1109/ICRITO51393.2021.9596146 5-Jan 2021
62 Compact Multiband 2x2 MIMO Antenna for 5G CCGE 2021, IEEE International 10.1109/CCGE50943.2021.9776458 5-Jan 2021
63 Review on Protein Subcellular Localization Prediction ISPCC 2021, IEEE International -- 72-77 2021
64 UWB-X Band With Three Notched Filters MIMO Antenna Confluence 2021, IEEE International 10.1109/Confluence51648.2021.9377206 605-610 2021
65 Compressed Domain Based Robust Digital Video Watermarking Scheme PDGC 2020, IEEE International 10.1109/PDGC50313.2020.9315778 313-317 2020
66 Secure and Robust Watermarking Scheme Based on Motion Features ICRITO 2020, IEEE International 10.1109/ICRITO48877.2020.9197967 146-151 2020
67 Copyright Protection Using Blind Video Watermarking Algorithm IEEE ICCCA 2015 International -- 1048-1053 2015
68 Online Character Recognition System Using Elastic Matching IEEE ICII Systems 2006 International -- -- 2006

Patent Granted

Sr. Title of Invention Inventors Filing Date Application No. Journal/Patent Info Granted Type
1 Smart classroom board cleaning G Pradeep Ghantasala, Yogesh S, Ravi Kumar Sachdeva, Rakesh Ahuja 23-02-2023 379918-001 Journal: 02/2024 (12/01/2024) 01-12-2024 Design
2 Thermos bottle flask/ water bottle design (Threaded Arrangement) Ravi Kumar Sachdeva, Priyanka Bathla, Tejinder Kaur, Rakesh Ahuja, G S Pradeep Ghantasala 22-11-2022 374559-001 Journal: 06/2024 (09/02/2024) 02-09-2024 Design
3 School compass Ravi Kumar Sachdeva, Priyanka Bathla, Pooja Rani, Rohit Lamba, Tejinder Kaur, Rakesh Ahuja 13-02-2023 379199-001 Journal: 14/2024 (05/04/2024) 04-05-2024 Design
4 Smart drivesync rear mirror Vikas Solanki, Vikas Lamba, Ravi Kumar Sachdeva, Rakesh Ahuja, Amit Chaudhary, Umesh Solanki, Anuj Kumar Jain, Susheela Huda 08-02-2024 406967-001 Journal: 14/2024 (05/04/2024) 04-05-2024 Design
5 Ear tip Rakesh Ahuja, Yash Kumar, Akash Kakran 10-09-2020 202011039190 Patent No: 542251 06-19-2024 Utility
6 Automated apparatus and method for dispensing liquid sanitizer Mudita, Deepali Gupta, Ramneet, Sheifali Gupta, Sachin Ahuja, Kamali Singla, Rupesh Gupta, Raman Gupta, Jotesh Gupta, Rakesh Ahuja 07-08-2020 202011033978 Patent No: 542675 06-24-2024 Utility
7 Health diagnosis and assisting system Amandeep Kaur, Rakesh Ahuja, Meenu Khurana, Vikas Lamba, Vinay Kukreja, Sanjeev Kumar, Poonam Jindal 09-07-2021 202111030944 Patent No: 544711 07-11-2024 Utility
8 Diabetic retinopathy prediction device system and method Sheifali Gupta, Rakesh Ahuja, Meenu Garg, Rupesh Gupta, Deepali Gupta, Sachin Ahuja 23-07-2019 201911029805 Patent No: 548573 08-26-2024 Utility

Patent Filed/Published

Sr. No. Title of the Patent Inventor/s Application No. Filing Date Publication Date
1 Washing machine to reuse water Rakesh Ahuja, Krishna Ahuja, Vidhu Baggan, Jyoti Snehi, Amandeep Kaur, Sanjeev Kumar, Vikas Lamba, Bhavna Sareen, Preeti Saini, Umesh Kumar Lihori, Ashok Kumar 202111061880 30/12/2021 30/06/2023
2 Gas leakage detection system and method thereof Umesh Kumar Lilhore, Sarita Simaiya, Meenu Khurana, Ashok Kumar, Rakesh Ahuja, Anupam Baliyan, Atul Garg, Shilpi Harnal, Jasminder Sandhu, Vikas Lamba 202111056562 06/12/2021 09/06/2023
3 Automated fire detection and controlling system Mesh Kumar Lilhore, Sarita Simaiya, Amandeep Kaur, Rakesh Ahuja, Jyoti Snehi, Shilpi Harnal, Jasminder Sandhu, Anshu Singla, Chetna Kaushal, Advin Manhar, Mohammed Bakhtawar Ahmed 202111054284 24/11/2021 26/05/2023
4 Automated cleaning assembly and method Amandeep Kaur, Bhanu Sharma, Naveen Kumar, Meenu Khurana, Geetanjali, Poonam Jindal, Sheifali Gupta, Anshu Singla, Shalli Rani, Vinay Kukreja, Rakesh Ahuja, Varun Malik, Ruchi Mittal, Deepika Sharma, Vikas Rattan 202111020943 08/05/2021 03/03/2023
5 Health diagnosis and assisting system Amandeep Kaur, Rakesh Ahuja, Meenu Khurana, Vikas Lamba, Vinay Kukreja, Sanjeev Kumar, Poonam Jindal 202111030944 09/07/2021 03/03/2023
6 Smart texture sensing garment steamer Amandeep Kaur, Meenu Khurana, Rakesh Ahuja, Hema Setia, Gaganpreet Kaur, Pratibha, Gurtej Kaur 202111027127 17/06/2021 24/02/2023
7 An apparatus and a method to securely operate a projector Ravi Kumar Sachdeva, Priyanka Bathla, Pooja Rani, Rohit Lamba, Rakesh Ahuja 202211054048 21/09/2022 17/02/2023
8 Borewell motor monitoring and leakage detection system Vikas Lamba, Susheela Hooda, Rakesh Ahuja, Vikas Solanki, Sachin Ahuja, Ochin Sharma, Srikanta Kumar Mohapatra, Rishu Chhabra, Kamali Singla, Amandeep Kaur 202211022492 15/04/2022 02/12/2022
9 Air quality control device implemented with an air conditioning unit Rakesh Ahuja, Yash Kumar, Akash Kakran 202111001072 09/01/2021 23/09/2022
10 Superwideband multiband antenna for Bluetooth/LTE2600 Manish Sharma, Rakesh Ahuja, Rajeev Kumar 202011054564 15/12/2020 17/06/2022
11 System to facilitate detecting and analyzing movement deviation Sarang Sharma, Sheifali Gupta, Deepali Gupta, Rupali Gupta, Rakesh Ahuja 202011053498 09/12/2020 10/06/2022
12 Ear tip Rakesh Ahuja, Yash Kumar, Akash Kakran 202011039190 10/09/2020 11/03/2022
13 System and device for monitoring entities Harsha Chauhan, Deepali Gupta, Sheifali Gupta, Vishal Verma, Kamali Gupta, Gifty Gupta, Rupesh Gupta, Sachin Ahuja, Rakesh Ahuja 202011034884 13/08/2020 18/02/2022
14 System and method for predicting diabetic retinopathy Rakesh Ahuja, Sheifali Gupta, Manish Sharma, Junedul Haque 202011033546 05/08/2020 11/02/2022
15 Automated apparatus and method for dispensing liquid sanitizer Mudita, Deepali Gupta, Ramneet, Sheifali Gupta, Sachin Ahuja, Kamali Singla, Rupesh Gupta, Raman Gupta, Jotesh Gupta, Rakesh Ahuja 202011033978 07/08/2020 11/02/2022
16 4×4 fractal MIMO antenna with high diversity performance Manish Sharma, Rakesh Ahuja 202011034091 08/08/2020 11/02/2022
17 Detection of drug abuse using retinal imaging Ashish Gera, Rakesh Ahuja 201911046394 14/11/2019 21/05/2021
18 Multiple chamber garbage segregation apparatus Sarvesh Tanwar, Rakesh Ahuja, Surya Narayan Panda, Sumit Badotra, Simranjeet Singh 201911043324 24/10/2019 30/04/2021
19 Diabetic retinopathy prediction device and system Sheifali Gupta, Rakesh Ahuja, Meenu Garg, Rupesh Gupta, Deepali Gupta, Sachin Ahuja 201911029805 23/07/2019 29/01/2021
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SRM University Delhi-NCR, Sonepat, Haryana

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