NIT Jalandhar

डा बी आर अम्बेडकर राष्ट्रीय प्रौद्योगिकी संस्थान, जालंधर
Dr B R Ambedkar National Institute of Technology, Jalandhar

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Dr Rajneesh Rani

Name : Dr Rajneesh Rani
Designation : Associate Professor & Head
Department : Computer Science & Engg.
Qualification : Ph.D(Computer Science and Engineering) (NIT Jalandhar)
M.TECH Computer Science and Engineering (Punjabi University, Patiala)
B.TECH Computer Science and Engineering (Punjab Technical University, Jalandhar)
Address : Assistant Profeesor
Department of Computer Science and Engineering, NIT,
Jalandhar (Punjab) - 144001
Phone : 0181-2690301(EXT-2509)
Email ID : ranir@nitj.ac.in
Fax :

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Research Profile

Research Interests : Digital Image Processing, Machine and Deep Learning, Document and Scenic Image Analysis, Biometric , Medical Image Processing
Brief Research Profile: :

Journal Publications

Year Journal Publication
2022 International Journal of Imaging Systems and Technology Sachin Kumar,Sourabh Shastri,Shilpa Mahajan,Kuljeet Singh,Surbhi Gupta,Rajneesh Rani,Neeraj Mohan,Vibhakar Mansotra "LiteCovidNet: A lightweight deep neural network model for detection of COVID-19 using X-ray images"
2022 Multimedia Tools and Applications Nonita Sharma, K. P. Sharma, Monika Mangla & Rajneesh Rani "Breast cancer classification using snapshot ensemble deep learning model and t-distributed stochastic neighbor embedding"
2022 International Journal of Image and GraphicsVol. 22, No. 03, 2140014 (2022) Rishipal Singh, Rajneesh Rani, Aman Kamboj "An Optimized Approach for Intra-Class Fruit Classification Using Deep Convolutional Neural Network"
2022 International Journal of Image and GraphicsVol. 22, No. 03, 2140011 (2022) Rajneesh Rani, Renu Dhir, Deepti Kakkar and Nonita Sharma "Script Identification for Printed and Handwritten Indian Documents: An Empirical Study of Different Feature Classifier Combinations"
2022 Transactions on Asian and Low-Resource Language Information Processing Volume 21,Issue 4 Shilpa Mahajan, Rajneesh Rani "Word Level Script Identification Using Convolutional Neural Network Enhancement for Scenic Images"
2022 (The Institution of Engineering and Technology)IET Image Processing Volume 16, Issue 4 p. 1096-1110 Gurjinder Kaur, Samayveer Singh, Rajneesh Rani, Rajeev Kumar, Aruna Malik "High‐quality reversible data hiding scheme using sorting and enhanced pairwise PEE"
2022 International Journal of Electronic Security and Digital Forensics Vol. 14, Issue No. 5 Simranjot Kaur, Rajneesh Rani, Ritu Garg and Nonita Sharma "State-of-the-art techniques for passive image forgery detection: a brief review"
2022 Transactions on Asian and Low-Resource Language Information Processing Nimratveer Kaur Bahia, Rajneesh Rani "Multi-level Taxonomy Review for Sign Language Recognition: Emphasis on Indian Sign Language"
2022 MISP: International Conference on Machine Intelligence and Signal Processing Simranjot Kaur & Rajneesh Rani "Image Forgery Detection Using Multi-Layer Convolutional Neural Network"
2022 International Journal of Software Innovation (IJSI) Rajandeep Kaur, Rajneesh Rani, Roop Pahuja "Text-Dependent and Text-Independent Writer Identification Approaches: Challenges and Future Directions"
2021 International Journal of Intelligent Information Technologies (IJIIT) Vol. 17 Issue 1 PP 53-67 Rajneesh Rani, Harpreet Singh "Fingerprint Presentation Attack Detection Using Transfer Learning Approach"
2021 International Journal of Medical Engineering and Informatics Vol. 13 Issue 6 pp 487-496 Anoop Kumar Singh, Deepti Kakkar, Tanu Wadhera, Rajneesh Rani "" Adaptive neuro-fuzzy-based attention deficit/hyperactivity disorder diagnostic system
2021 International Journal of Biomedical Engineering and Technology Vol. 37 issue 3 pp 275-289 Shalu, Rajneesh Rani, Aman Kamboj "Automated melanoma skin cancer detection from digital images"
2021 International Journal of Computer Applications in Technology Vol. 66 Issue 3-4 pp. 415-426 Asmita Mahajan, Nonita Sharma, Firas Husham Almukhtar, Monika Mangla, Krishna Pal Sharma, Rajneesh Rani "An ensemble approach to forecast COVID-19 incidences using linear and non-linear statistical models"
2021 International Journal of Image and Graphics Pages 2140011 Rajneesh Rani, Renu Dhir, Deepti Kakkar, Nonita Sharma "Script Identification for Printed and Handwritten Indian Documents: An Empirical Study of Different Feature Classifier Combinations"
2021 International Journal of Image and Graphics Pages 2140014 Rishipal Singh, Rajneesh Rani, Aman Kamboj "An Optimized Approach for Intra-Class Fruit Classification Using Deep Convolutional Neural Network"
2021 Multidimensional Systems and Signal Processing Gurjinder Kaur, Samayveer Singh, Rajneesh Rani "PVO based reversible data hiding technique for roughly textured images"
2021 The Visual Computer pp 1-34 Aman Kamboj, Rajneesh Rani, Aditya Nigam "A comprehensive survey and deep learning-based approach for human recognition using ear biometric"
2021 IET Image Processing Gurjinder Kaur, Samayveer Singh, Rajneesh Rani, Rajeev Kumar, Aruna Malik "High‐quality reversible data hiding scheme using sorting and enhanced pairwise PEE"
2021 Pattern Analysis and Applications, Vol. 24, issue 2 , pp. 779-800 Aman Kamboj, Rajneesh Rani, Aditya Nigam, Ranjeet Ranjan Jha "Ced-net: context-aware ear detection network for unconstrained images"
2021 Multimedia Tools and Applications, Vol. 80, issue 17, pp. 26571-26613 Aman Kamboj, Rajneesh Rani, Aditya Nigam "CG-ERNet: a lightweight Curvature Gabor filtering based ear recognition network for data scarce scenario"
2021 Multimedia Tools and ApplicationsArchives of Computational Methods in Engineering, Vol.28, issue 5, pp. 3517-3568 Gurjinder Kaur, Samayveer Singh, Rajneesh Rani, Rajeev Kumar "A comprehensive study of reversible data hiding (RDH) schemes based on pixel value ordering (PVO)"
2021 Artificial Intelligence Review, Volume 54 ,Issue 6 ,Pages 4317-4377 Shilpa Mahajan, Rajneesh Rani "Text detection and localization in scene images: a broad review"
2021 Emerging Technologies for Healthcare: Internet of Things and Deep Learning Models, Pages 279-298 Tanu Wadhera, Deepti Kakkar, Rajneesh Rani "Behavioral modeling using deep neural network framework for ASD diagnosis and prognosis"
2021 International Journal of Agricultural and Environmental Information Systems (IJAEIS), Volume 12, Issue 4, Pages 1-22 Ganesh Bahadur Singh, Rajneesh Rani, Nonita Sharma, Deepti Kakkar "Identification of Tomato Leaf Diseases Using Deep Convolutional Neural Networks"
2020 Journal of Advanced Research in Dynamical and Control Systems Vol. 12, pp. 601-608 A Kumar, R Rani, N Sharma, S Purohit "Connected component analysis with rnn for performing secured data management with hidden data in finger prints"
2020 Advances in Mathematics: Scientific Journal Vol. 9 issue 6 Rajneesh Rani Nikkey Sharma, Renu Dhir "CRACK DETECTION IN CONCRETE USING TRANSFER LEARNING"
2020 International Journal of Intelligent Computing and Cybernetics Jiten Chaudhary, Rajneesh Rani, Aman Kamboj "Deep learning-based approach for segmentation of glioma sub-regions in MRI"
2020 International Journal of Agricultural and Environmental Information Systems (IJAEIS) Vol. 11 issue 4 pp. 25-40 Keshav Gupta, Rajneesh Rani, Nimratveer Kaur Bahia "Plant-Seedling Classification Using Transfer Learning-Based Deep Convolutional Neural Networks"
2020 arXiv preprint arXiv:2010.03990 Aman Kamboj, Rajneesh Rani, Aditya Nigam, Ranjeet Ranjan Jha "UESegNet: Context Aware Unconstrained ROI Segmentation Networks for Ear Biometric"
2019 International Journal of Biomedical Engineering and Technology(Accepted) Shallu Sahota, RAJNEESH RANI, Aman Kamboj, "Automated Melanoma Skin Cancer Detection from Digital Images"
2019 in Journal of science and technology(ACCEPTED) Nimratveer Kaur Bahia, RAJNEESH RANI, Aman Kamboj, Deepti Kakkar “Hybrid Feature Extraction and Machine Learning Approach for Fruits and Vegetable Classification”
2018 Progress in Advanced Computing and Intelligent Engineering: Proceedings of ICACIE 2017, Volume 2 Rajneesh Rani Monika, Aman Kamboj "Brain tumor classification for mr imaging using support vector machine"
2018 International Journals of Advanced Research in Computer Science and Software Engineering ISSN R Rani, S Lavanya, B Poojitha "Iot based home security system using raspberry pi with email and voice alert"
2017 Cybernetics and Information Technologies 17, Issue 2,134-150 Monu Verma, Rajneesh Rani, "Significant Secret Image Sharing Scheme Based on Boolean Operation"
2016 International Journal of Scientific Engineering and Technology Research Volume.05, IssueNo.05 P SIREESHA, R RANI "Embedded System in Big Data Wireless Sensor Network"
2016 Journal of SAFOG , VOL 8, Issue 2 A Gautam, P Agrawal, A Nigam, R Rani "To study association between upper gastrointestinal symptoms and body mass index in first trimester of pregnancy"
2014 Minerva Biotecnologica , VOL 26 , Issue 1,PP 25-30 R Pannu, D Kumar, R Rani, K Chaudhary "Molecular cloning of endoglucanase gene of Trichoderma Reesei 5A into Saccharomyces cerevisiae"
2014 Kathmandu University Medical Journal , Vol 12 ,Issue 4 M Sinha, R Kaur, R Gupta, R Rani, A Aggarwal "Rare presentation of chorioadenoma destruens as acute haemoperitoneum mimicking ruptured ectopic pregnancy"
2014 International Journal of Advanced Science and Technology, SERSC Publications, 66, ISSN No. 2005-4238, pp.25-38 Rajneesh Rani, Renu Dhir and Gurpreet Sngh Lehal, “Gabor Features based script identification of lines within a Bilinguial/Trilinguial Document”
2014 In the International Journal of signal and image processing, 4(1) pp. 79-84 ISSN No. 2005-4254. Rajneesh Rani, Renu Dhir and Gurpreet Sngh Lehal, “Structural and Gabor Features for Script Identification of Gurumukhi and English words”,
2013 International Journal of Environmental Engineering and Management ISSN 2231-1319, Volume 4, Number 4 (2013), pp. 323-330 K Singh, R Rani, TJM Sinha, Shalini Srivastava "Development of ‘environmental friendly aminated nanocrystalline cellulose’for decontamination of arsenic species from water bodies: bioremediation"
2013 International Journal of Advanced Research in Computer Science and Software Engineering , Vol 3 , Issue 1 Gurpreet Singh, Chandan Jyoti Kumar, Rajneesh Rani, Dr Renu Dhir "Feature extraction of Gurmukhi script and numerals: A review of offline techniques"
2013 International Journal of Graphics and Image Processing SERSC Publications. Vol. 6 No. 5 (2013), pp. 25-38 Rajneesh Rani, Renu Dhir and Gurpreet Sngh Lehal, “Modified Gabor feature Extraction Method for word level script identification- Experimentation with Gurmukhi and English Scripts”
2013 International Journal of Advanced Research in Computer Science and Software Engineering ISSN 2277-128X Vol. 3 –No.1 , pp.257-263 Chandan Jyoti Kumar, Gurpreet Singh, Rajneesh Rani, Dr. Renu Dhir, “Handwritten Segmentation in Bangla Script: A Review of Offline Techniques”
2012 International Journal of Advanced Research in Computer Science and Software Engineering ,VOL 2 ,Issue 6 Gita Sinha, Rajneesh Rani, Renu Dhir "Handwritten Devanagari Numeral Recognition Using Zonal Based Feature Extraction Method and SVM Classifier"
2012 International Conference on Electronics and Communication Engineering, Bangalore , pp 165-167 R Rani, M Sudhakara Reddy "Design and Implementation of Embedded Control Warning System for Vehicle Reversing"
2012 International Journal of Advanced Research in Computer Science and Software Engineering ,VOL 2 ,Issue 5 Anita Jindal, Renu Dhir, Rajneesh Rani ,"Diagonal features and SVM classifier for handwritten Gurumukhi character recognition"
2012 International Journal of Advanced Research in Computer Science and Software Engineering , VOL 2, Issue 5 Ashutosh Aggarwal, Rajneesh Rani, Renu Dhir "Handwritten Devanagari character recognition using gradient features "
2012 International Journal of Computer Applications ,VOL 47 ,Issue 21 Gita Sinha, Rajneesh Rani, Renu Dhir "Handwritten Gurmukhi numeral recognition using zone-based hybrid feature extraction techniques"
2012 Proceedings of the world congress on engineering and computer science ,VOL 1, pp 24-26 Saiprakash Palakollu, Renu Dhir, Rajneesh Rani "Handwritten Hindi text segmentation techniques for lines and characters"
2012 International Journal of Computer Applications (0975-888), Vol.47-No. 18 Anita Rani, Renu Dhir and Rajneesh Rani, “Combination of Different Feature Sets and SVM Classifier for Handwritten Gurumukhi Numeral Recognition”
2012 International Journal of Advanced Research in Computer Science and Software Engineering (ISSN. 2277 128X), Vol.2-Issue 6,Pp 106-111. Gita Sinha, Anita Rani, Renu Dhir and Rajneesh Rani, “Zone Based Feature Extraction Techniques and SVM for Handwritten Gurmukhi Character Recognitiopn”
2012 International Journal of Advanced Research in Computer Science and Software Engineering (ISSN. 2277 128X), Vol.2-Issue 6,Pp 288-293. Gita Sinha, Renu Dhir and Rajneesh Rani, “Handwritten Gurmukhi Character Recognition Using K-NN and SVM Classifier”
2011 Special Issue of International Journal of Computer Applications , VOL 5, pp975-887 Saiprakash Palakollu, Renu Dhir, Rajneesh Rani " A new technique for line segmentation of handwritten Hindi text"
2011 Int. J. Comput. Appl, VOL 22 Mahesh Jangid Kartar Singh, Renu Dhir, Rajneesh Rani "Performance comparison of devanagari handwritten numerals recognition"
2011 International Journal of Computer Science and Information Technologies, Vol. 2 (3), pp.-1244-1247 Saiprakash Palakollu, Renu Dhir and Rajneesh Rani, ”Segmentation of Devanagari Script”
2011 International Journal of Electrical, Electronics and Computer Science, ISSN: 2221-7258 Vol. 1, Issue 2, pp. 41-46 Mahesh Jangid, Renu Dhir and Rajneesh Rani, "Novel Approach: Recognition of Devanagari Handwritten Numerals"
2011 International Journal of Computer Applications, ISSN 0975-8887 Vol. 22- No. 1, pp. 1-6 Mahesh Jangid, Renu Dhir, Rajneesh Rani and Kartar Singh, “Performance comparison of Devanagari Numerals Recognition”
2011 International Journal of Computer Science and Information Technologies, ISSN 0975-9646 Vol. 2, Issue 3, pp. 1036-1041 Kartar Singh Siddharth, Renu Dhir and Rajneesh Rani, “Handwritten Gurumukhi Character Recognition Using Zoning Density and Background Directional Distribution Features"

Conference Publications

Year Conference Publication
2022 The ICRIC (International Conference on Recent Innovations in Computing) Sushree Deepa Jena, Jagdeep Kaur, Rajneesh Rani "A Review of Prediction of Software Defect by Using Machine Learning Algorithms"
2022 Global Conference on Artificial Intelligence and Applications (GCAIA, 2021) Kirti Sonkar, Rajneesh Rani, Renu Dhir "Iris Recognition Using Transfer Learning of Inception V3"
2021 Sixth International Conference on Image Information Processing (ICIIP) Rajneesh Rani, Akshay Kumar, Amrita Rai "A Brief Review on Existing Techniques for Detecting Digital Image Forgery"
2021 2021 2nd International Conference on Secure Cyber Computing and Communications (ICSCCC) Vipan Verma, Rajneesh Rani "Facial Expression Recognition: A Review"
2021 2021 2nd International Conference on Secure Cyber Computing and Communications (ICSCCC) Kirti Sonkar, Rajneesh Rani "Cancelable Iris Biometric: A Review"
2021 2021 8th International Conference on Signal Processing and Integrated Networks (SPIN) Pages 585-590 Vipan Verma, Rajneesh Rani "Recognition Of Facial Expressions Using A Deep Neural Network"
2020 SoCTA (Soft Computing: Theories and Applications) Harpreet Singh, Rajneesh Rani, Shilpa Mahajan "Detection and classification of citrus leaf disease using hybrid features"
2020 Proceedings of the International Conference on Innovative Computing & Communications (ICICC) Ganesh Bhadur, Rajneesh Rani "Agricultural Crops Disease Identification and Classification through Leaf Images using Machine Learning and Deep Learning Technique: A Review"
2020 International Conference on Signal Processing and Integrated Networks (SPIN) 2020 Gurjinder Kaur, Samayveer Singh, Rajneesh Rani "A high capacity reversible data hiding technique based on pixel value ordering using interlock partitioning"
2020 Proceedings of the International Conference on Innovative Computing & Communications (ICICC) Rishipal Singh, Rajneesh Rani "Semantic segmentation using deep convolutional neural network: A review"
2019 CPIE(International Conference on Production and Industrial Engineering), NIT Jalandhar –June 2019 Keshav Gupta and Rajneesh Rani, “Biometric Authentication System using 3D Ear: A Review”
2019 CPIE(International Conference on Production and Industrial Engineering), NIT Jalandhar –June2019. Harpreet Singh and Rajneesh Rani, “Liveness Detection using Deep Learning- A Survey”
2019 2019 International Conference on Issues and Challenges in Intelligent Computing Techniques (ICICT) Shilpa Mahajan, Rajneesh Rani "A decade on script identification from natural images/videos: A review"
2018 First International Conference on Secure Cyber Computing and Communication (ICSCCC), Jalandhar, India, A. Kamboj, R. Rani and J. Chaudhary, "Deep Leaming Approaches for Brain Tumor Segmentation: A Review,"
2018 First International Conference on Secure Cyber Computing and Communication (ICSCCC), Jalandhar, India, pp. 584-588. S. Mahajan and R. Rani"Text Extraction from Indian and Non-Indian Natural Scene Images: A Review,"
2018 First International Conference on Secure Cyber Computing and Communication (ICSCCC), Jalandhar, India, 2018, pp. 550-555 R. Kaur and R. Rani,"ROI and Non-ROI based Medical Image Compression Techniques: A Survey and Comparative Review,"
2018 SoCTA (Soft Computing: Theories and Applications), Jalandhar, India Harpreet Singh, Rajneesh Rani, Shilpa Mahajan, “Detection and Classification of Citrus Leaf Disease using Hybrid Features”,
2017 International Conference on Advanced Computing and Intelligent Engineering Monika, Rajneesh Rani, Aman Kamboj, "Brain Tunor Classification for MR Imaging using Support Vector Machine"
2017 International Conference on Advanced Computing and Intelligent Engineering Pritam Kumari, Rajneesh Rani, " Improved(k,n) Visual Secret Sharing based on Random Grids
2017 International Conference on Advanced Computing and Intelligent Engineering Rashmi Jakhmola, Rajneesh Rani ,"Enhanced Digital Video Watermarking Technique using 2 Level DWT
2016 International Conference on Computing, Communication and Automation ICCCA-2016 Monu verma, Rajneesh Rani, "Strong Threshold Secret Image Sharing Base on Boolean Operation",P.P 1145-1149,
2016 International Conference on Advances in Computing, Communications and Informatics ICACCI-2016 Pranay Sakhare, Dr Rajneesh Rani,Ranjeet Kumar Rout, "Identification of olfactory receptors using a parametric model"
2016 International Conference on Advances in Computing, Communications and Informatics ICACCI-2016 Rajat Kumar Mehta, Dr Rajneesh Rani, "Pattern generation and symmetric key block ciphering using cellular automata"
2015 International Conference on Computing, Communication and Automation Gurpreet Singh, Chandan Jyoti Kumar and Rajneesh Rani,"Performance Analysis of Different Classifiers for Recognition of Handwritten Gurmukhi Characters using Hybrid Features"
2013 International Conference on Document Analysis and Recognition Rajneesh Rani, Renu Dhir and Gurpreet Singh Lehal,"Script Identification of Pre-segmented Multi-Font Characters and Digits"
2012 International Conference on Recent Advances and Future Trends in Information Technology Kartar Singh Siddharth, Renu Dhir, Rajneesh Rani, "Comparative Recognition of Handwritten Gurmukhi Numerals using Different Feature Sets and Classifiers"
2012 International Conference on Signal Processing and Imaging Engineering Saiprakash Palakollu, Renu Dhir, Rajneesh Rani, "Handwritten Hindi Text Segmentation Techniques for Lines and Characters"
2012 Workshop on Document Analysis and Recognition in Intrenational Conference on Computer Vision, Imaging and Graphics Rajneesh Rani, Renu Dhir, Gurpreet Singh Lehal, "Performance analysis of Feature Extractors and Classifiers for Script recognition of English and Gurumukhi words"
2011 2011 International Conference on Image Information Processing Mahesh Jangid, Renu Dhir, Rajneesh Rani, Kartar Singh "SVM classifier for recognition of handwritten devanagari numeral"
2011 Proceedings of International Conference on Computer, Information, and Systems Science, and Engineering”, held at Dubai, UAE, Pp. 1034-1037 January 25-27, 2011 Rajneesh Rani , Renu Dhir and G S Lehal, “Identification of Printed Words and English Numerals Using Gabor Features”
2011 International Conference on Electronics, Information and Communication Systems Engineering Saiprakash Palakollu, Renu Dhir and Rajneesh Rani, “A New Technique for Line Segmentation Handwritten Hindi Text”
2010 Proceedings of International Conference on Advances in Communication, Network, and Computing” Rajneesh Rani and Renu Dhir, “A Scheme for Script Identification of Printed Punjabi Words and English Numerals” in the
2021 2nd International Conference on Secure Cyber Computing and Communications (ICSCCC) Kirti Sonkar, Rajneesh Rani

Book/Chapter Publications

Type Title Publisher Authors ISBN/ISSN No. Year
A Review of Recent Issues and Challenges of Fault Management Techniques in Underwater Wireless Sensor Network IGI Global Nonita Sharma, Krishna Pal Sharma, Rajneesh Rani 2021
Home automation and security system using internet of thingsIGI Global IGI Global Mahesh Kushwah, Rajneesh Rani 2021
Comparative Study on ASD Identification Using Machine and Deep Learning IGI Global Rajandeep Kaur, Rajneesh Rani 2020
EarLocalizer: A Deep-Learning-Based Ear Localization Model for Side Face Images in the Wild, in "Handbook of Research on Healthcare Biometrics." pp. 137-159 IGI Global Aman Kamboj, Rajneesh Rani, Aditya Nigam" 300618-021209 2019
International "Home Automation and Security System using Internet of Things," In, "Handbook of Research on the IoT, Cloud Computing, and Wireless Network Optimization."pp. 235-238 IGI Global 2. Mahesh, Rajneesh Rani, 300518-124901 2019
International “Brain Tumor Classification for MR Imaging Using Support Vector Machine' 'Progress in Advanced Computing and Intelligent Engineering' with ISBN No. 978-981-13-0223-7, Panigrahi et al (eds.) Springer 1. Monika, Rajneesh Rani and Aman Kambojin . PP. 165-176 978-981-13-0223-7 2019
Improved (k, n) Visual Secret Sharing Based on Random Grids "Progress in Advanced Computing and Intelligent Engineering" Springer Pritam Kumari, Rajneesh Rani 2019
"Enhanced digital video watermarking technique using 2-level DWT" Progress in advanced computing and intelligent engineering Springer Rashmi Jakhmola, Rajneesh Rani 2019
International Comparative Analysis of Gabor and Discriminating Feature Extraction Techniques for Script Identification Springer Rajneesh Rani, Renu Dhir, G. S. Lehal ISSN 1865-0929 2011

Research Projects

Role Project Type Title Funding Agency From To Amount Status Co-Investigator
Co-Investigator Research Project Development of Robust Document Image Analysis and Bi Lingual Reorganizations System for printed Gurumukhi and Roman scripts Ministry of Communication and Information Technology, Govt. Of India 2010 2015 52.90 Lakh Completed Dr Gurpreet Singh Lehal, Dr. Chandan Singh, Dr Renu Dhir
Co-Investigator Research Project Single Object tracking in a video/Image Sequence using Machine/Deep Learning Techniques Indian Space Research Organisation(ISRO) 2020 2022 18 Lakh Completed Dr. Om Prakash Verma, Dr Rajneesh Rani, Dr Samayveer Singh, Dr Vineet Jakhetiya

Events Organized

Category Type Title Venue From To Designation
ISTE workshop National Two weeks ISTE workshop "Effective Teaching/Learning of Computer Programming" NIT Jalandhar as a Remote Center 28-Jun-2010 10-Jul-2010 Remoter Center Coordinator
Two-week ISTE Workshop National "Database Management Systems" NIT Jalandhar as a Remote Center 13-Dec-2010 23-Dec-2010 Remoter Center Coordinator
One week short term course (STC) National "Recent Advances in Computer Networks & Information Security" NIT Jalandhar 08-Jul-2013 12-Jul-2013 Coordinator
One week STC National "Recent Trends in Software Engineering and Knowledge Mining (RTSEKM-2015)" NIT Jalandhar 01-Jun-2015 05-Jun-2015 Coordinator
One week National "Recent advances in Image and Natural Language Processing(RAINLP-2016)" NIT Jalandhar
5 days		 30-May-2016 03-Jun-2016 Coordinator
Workshop National Induction Cum Orientation Programme for B.Tech 1st year Students NIT Jalandhar 02-08-2018 07-08-2018 Co-Coordinator
Short Term Course National TEQIP-III Sponsered Short Term Course Machine and Deep Learning in Computer Vision NIT Jalandhar 09-08-2019 13-08-2019 Coordinator
Short Term Course National TEQIP-III Sponsered Short Term Course :"Cloud of Things: Theoretical and Practical Implications" NIT Jalandhar 10-08-2020 14-08-2020 Coordinator
Short Term Course National TEQIP-III Sponsered Short Term Course :"Recent Advances in Data Science, Image and Natural Language Processing " NIT Jalandhar 21-09-2020 25-09-2020 Coordinator
Short Term Course National Self Sponsered Course on Recent Advances in Data Science and Computational Intelligence Online Platform 26-04-2021 30-04-2021 Coordinator
Workshop National Computer Based Training in MS Office and HTML Govt Sr. Sec School, Nussi, Dist. Jalandhar 17-10-2022 21-10-2022 Coordinator
Short Term Course National ISEA Sponsered STC on “Recent Trends in Information Security and Privacy” Online Mode 07-11-2022 11-11-2022 Coordinator

Professional Affilation

Designation Organization
Member Indian Society of Technical Education

PhD Supervised

Scholar Name Research Topic Status Year Co-Supervisor
Aman Kamboj Biometric Authentication Completed Registered-2016, Completed-2021 Dr. Aditya Nigam, Assistant Professor, IIT Mandi
Vishal Jayaswal Imag Processing using Deep Learning(Broad Area) Ongoing Regd. Year- 2021 Dr. Jagdeep Kaur
Rajandeep Kaur Writer Identification using Deeo Learning Ongoing Regd. Year- 2018 Dr. Roop Pahuja
Nimratveer Kaur Bahia Indian Sign Language Recognition Ongoing 2019
Shilpa Mahajan Scenic Image Analysis Ongoing 2018

PG Dissertation Guided

Student Name Dissertation Title Status Year Co-Supervisor
Aayush Poddar (20203007) Hybrid Architecture using CNN and LSTM for Image Captioning in Hindi Language Completed 2022
Akshay Kumar (20203002) Auto-Encoder Architecture for Image Steganography using Skip Connections and Dilated InceptionNet Completed 2022
Amrita Rai (20203003) Hand Gesture Recognition using Deep Learning Completed 2022
Simranjit Kaur (19903008) Passive Image Forgery detection using Convolutional Neural Network Completed 2021
Sariva Sharma (199903005) Unet Based Framework for Image Inpainting with Irregular Holes Completed 2021
Vipan Verma (19203033) Performance Analysis of Image Augmentation techniques for Facial Expression Recognition using Deep Learning Completed 2021
Ganesh Bahadur Singh Recognition of Tomato Crop Disease using Deep Convolutional Neural Networks Completed 2020
Gurjinder Kaur Design and analysis of Sorting based Reversible Data Hiding Techniques Completed 2020
Rishipal Singh Intra Class Fruits and Vegetable Classification using Deep Learning Completed 2020
Jiten Chaudhary (17203009) Segmentation of Brain Tumor Sub-regions from MRI using Deep Learning Completed 2019
Keshav Gupta (17203010) Plant Seedling Classification using Transfer Learning Based Deep Convolutional Neural Networks Completed 2019
Harpreet Singh (17203104) Transfer Learning Based Model For Fingerprint Liveness Detection Completed 2019
Meenakshi (16203014) Modified Segmentation Algorithm for Iris Recognition Completed 2018
Mahesh (16203013) Home Automation and Security System using Internet of Things Completed 2018
Harpreet Singh (16203009) Citrus Leaf Disease Detection and Classification using Image Processing Techniques Completed 2018
Nimrat (16203016) Automatic Detection of Fruits and Vegetables using Machine Learning Completed 2018
Shalu (16203022) Automated Melanoma Skin Cancer Detection from Digital Iamges Completed 2018
Pritam Kumari (15203015) Improved (k,n) Visual secret sharing based on Random grids Completed 2017
Rashmi Jakhmola (15203008) Enhanced Digital video watermarking theme using DWT and Gaussian filter: sturdy against Geometric attack Completed 2017
Monika Meena (15203023) Brain Tumor Classification for MR Images using Support Vector Machine Completed 2017
Deniel Dillu (14203023) Adaptive Watermarking using Image Depth Map Completed 2017
Pranay Sakhare (14203024) Identification of Olfactory Receptors using a parametric model Completed 2016
Rajat Kumar Mehta (14223002) Pattern Generation and Symmetric Key encipher Completed 2016
Monu Verma (14203005) Significant Secret image sharing based on Boolean operation Completed 2016
Jagmohan Sahu (14203018) Words and Character Segmentation for Handwritten Deavanagari Script Completed 2016
Visakh (13203015) An effective approach for image inpaining using combined method Completed 2015
Pawan Kumar Mangal (13203016) A Fusion of statistical Distance and Signature Length based approach for Offline Signature Verification Completed 2015
Bavanth Ravinder (13203002) An efficient method for Reversing Data Hiding in Encrypted Images Completed 2015
Deepika (13203012) New Lattice based and Matrix based approaches for analyzing class cohesion Completed 2015
Neetu Kumari (13203003) Offline Signature Verification and Forgery Detection using Contour based Features Completed 2015
Manoj Kumar (13203005) Writer Identification for Devanagri Script Completed 2015
Amlan Jyoti Basumatari (12203002) Character Segmentation of assamese printed and handwritten words using classifier based sliding window tech Completed 2014
Arjun Singh (12203004) Handwritten Devanagari character recognition using SVM and kNN Completed 2014
Brahmanand Kaushik (12203007) Image Enhancement by the fusion of fuzzy contrast adjusted source images using wavelet Completed 2014
Shubham Shukla (12203022) Digital Image Mosaicing using optimized KD-Tree Search Completed 2014
Gaurav Kumar (12203010) Off-Line Signature Verification using Chain Code Histogram Completed 2014
Jashandeep Kaur (10203036) An efficient skew detection technique for scanned documents using Fast Fourier transform Completed 2014
Anand Tanwar (11203002) Image Encryption using Chaotic Map and Prime Modulo Multiplicative Linear Congruential Generator Completed 2013
Chandan Jyoti Kumar (11203005) Seam Carving and Morphological Operation based algorithm for optical character recognition of Machine Printed Indian Scripts Completed 2013
Gagandeep Singh (11203009) Text Extraction from Images Containing Gurumukhi and Hindi text using Edge Map and stroke Width filtering Completed 2013
Gurpreet Singh (11203011) Performance Analysis of Different Classifiers for Recognition of Handwritten Gurumukhi Characters and Numerals using Hybrid Features Completed 2013
Ashutosh Aggarwal (10203004) Implementation of Gradient Technique to extract Features from Handwritten Gurumukhi and Devanagari Script Completed 2012
Gita Sinha (10203005) Isolated Handwritten Numerals Recognition of Indian Scripts using Zone based Features Completed 2012
Anita Rani (10203002) Comparative Analysis of Handwritten Gurumukhi Script using Different Classifiers Completed 2012
Kartar Singh Siddharth Handwritten Gurumukhi Character Recognition Completed 2011
Mahesh Jangid Devanagari Numeral Recognition through recursive sub-division of the sampled image Completed 2011
SaiPrakash Pallakollu Segmentation of Handwritten Devanagari Script Completed 2011

Patents

Name Reg./Ref. No. Date of Award/Filling Organization Status
Intra Class Fruit Classification using Deep Learning (CopyRight) SW-14714/2021 09-07-2021 Copyright Office- Government of India Granted

Admin. Responsiblities

Position Held Organization From To
Local GIAN Coordinator(NIT Jalandhar) (NIT Jalandhar) 2020 Till date
Head of Deapartment of Computer Science and Engineering NIT Jalandhar 26-12-2022 Till date
MTech Coordinator(CSE and CSE(Specialization IS) NIT Jalandhar 01-02-2019 31-12-2022

Award and Honours

Title Activity Given by Year