NIT Jalandhar

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

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Dr Nagendra Pratap Singh

Name : Dr Nagendra Pratap Singh
Designation : Assistant Professor Grade-i
Department : Computer Science & Engg.
Qualification : Ph.D. Computer Science and Engineering (Indian Institute of Technology (BHU), Varanasi)
M.Tech. Computer Science and Engineering (Motilal Nehru National Institute of Technology, Allahabad)
B.Tech. Computer Science and Engineering (Institute of Engineering and Technology, Kanpur)
Address : Department of Computer Science and Engineering
National Institute of Technology,
Jalandhar (Panjab) - 144011
Phone : 7007907254
Email ID : singhnp@nitj.ac.in
Fax :

Other Profile Links

Personal Web Link :
Google Scholar Link : Dr. Nagendra Pratap singh

Research Profile

Research Interests : Medical Image Processing, Computer Vision, Machine Learning, Pattern Recognition
Brief Research Profile: : My research interests span the areas of medical image processing, Computer Vision, Machine Learning, Pattern Recognition. I have a specific interest in retinal image segmentation, registration and diagnosis, treatment planning, retinal disease prediction.

Journal Publications

Year Journal Publication
2023 International Journal of Information Technology (Under Publication) Novel ALBP and OLBP features for gender prediction from offline handwriting
2023 Neural Computing and Applications (Under Publication) Retinal Disease Prediction through Blood Vessel Segmentation and Classification Using Ensemble Based Deep Learning Approaches
2023 The Imaging Science Journal Identification of Retinal Diseases based on Retinal blood Vessel Segmentation using Dagum PDF and Feature-Based Machine Learning
2022 Pattern Analysis and Applications PAA K Susheel Kumar and Nagendra Pratap Singh, Segmentation of Retinal Blood Vessel using Generalized Extreme Value Probability Distribution function(pdf) based Matched Filter Approach
2022 Multimedia Tools and Applications K Susheel Kumar and Nagendra Pratap Singh, Analysis of retinal blood vessel segmentation techniques: a systematic survey
2022 International Journal of Fuzzy System Applications (IJFSA) Vol-11, No.-2 K Susheel Kumar and Nagendra Pratap Singh, Retinal Blood Vessel Segmentation Using a Generalized Gamma Probability Distribution Function (pdf) of Matched Filtered
2022 Computer Methods in Biomechanics and Biomedical Engineering: Imaging and Visualization pp-1-18 Sushil Kumar Saroj, Rakesh Kumar, Nagendra Pratap Singh, Retinal Blood Vessels Segmentation using Wald PDF and MSMO Operator
2022 Electronic Letters on Computer Vision and Image Analysis Vol-21, No-1, PP-28-46 Sushil Kumar Saroj, Rakesh Kumar, Nagendra Pratap Singh, Retinal Blood Vessels Segmentation using Fréchet PDF and MSMO Method
2021 International Journal of Medical Engineering and Informatics, "Segmentation of retinal blood vessel structure using Birnbaum-Saunders (fatigue life) probability distribution function" K. Susheel Kumar, Nagendra Pratap Singh (Inderscience (Scopus)
2020 Computer Methods and Programs in Biomedicine, Elsevier,"Fréchet PDF based Matched Filter Approach for Retinal Blood Vessels Segmentation" Vol-194 Sushil Kumar Saroj, Rakesh Kumar, Nagendra Pratap Singh (SCI Impact Factor 7.027)
2020 Traitement du Signal , "Efficient Segmentation and Registration of Retinal Image Using Gumbel Probability Distribution and BRISK Feature" Nagendra Pratap Singh , Vibhav Prakash Singh (SCIE Impact factor 1.541 , Scopus)
2020 Solid State Technology , "Efficient Kernel based Matched Filter Approach for Segmentation of Retinal Blood Vessels" Sushil Kumar Saroj, Vikas Ratna, Rakesh Kumar, Nagendra Pratap Singh (Scopus)
2019 Cluster Computing ,"On scheduling transaction in grid computing using cuckoo search-ant colony optimization considering load" Dharmendra Prasad Mahato, Jasminder Kaur Sandhu, Nagendra Pratap Singh, Vishal Kaushal(SCI Impact factor 1.851)
2018 National Academy of Sciences, India Section A, springer publication.”Extraction of retinal blood vessels by using an extended matched filter based on second derivative of Gaussian” Nagendra Pratap Singh, Rajeev Srivastava (SCI Impact factor 0.754)
2016 International Journal of Biomedical Engineering and Technology "Segmentation of retinal blood vessels by using a matched filter based on second derivative of Gaussian" Nagendra Pratap Singh, Rajeev Srivastava(Scopus Indexed)
2016 Computer Methods and Programs in Biomedicine, Elsevier, Retinal blood vessels segmentation by using Gumbel Probability Distribution Function based matched filter" Nagendra Pratap Singh, Rajeev Srivastava (SCI Impact factor 7.027)
2013 International Journal of Computer Theory and Engineering,"An Approach to Filter the Test Data for Killing Multiple Mutants in Different Locations" Vol. 5, No. 2 Nagendra Pratap Singh, Rishi Mishra, Sailesh Tiwari, A. K. Misra(IJCTE)
2012 Advanced Materials Research,"An ID-Based Signature Scheme from Bilinear Pairing Based on Ex-K-Plus Problem", Vols. 408, pp. 929-934 Shivendu Mishra, Ritika Yaduvanshi, Anjani Kumar Rai, Nagendra Pratap Singh,(Trans Tech Publications, Switzerland)
2011 ACEEE Int. J. on Information Technology,"Analysis of Software Complexity Measures for Regression Testing" Volume 1– No.2 Mrinal Kanti Debbarma, Nagendra Pratap Singh, Amit Kumar. Shrivastava, and Rishi Mishra(ACEEE)
2011 International Journal of Computer Applications,"Analytical review of test redundancy detection techniques", (0975 – 8887) Volume 27– No.1 Nagendra Pratap Singh, Rishi Misra, Rajit Ram Yadav(IJCA)
2010 International Journal of Information Sciences and application, Analysis of Unit Testing using Petri Net", Vol. 2, No. 3, pp 501-506 Rishi Misra, Nagendra Pratap Singh (IJISA)

Conference Publications

Year Conference Publication
2021 Segmentation of Retinal Blood Vessel using an Algorithm-based Gamma Distribution of Matched Filter K. Susheel Kumar, Chandra Shekar Jatoth, Nagendra Pratap Singh, International virtual conference on Integrated Intelligence Enable Networks and Computing (IIENC-2020
2020 Image Enhancement: A Review Prem Kumari Verma, Nagendra Pratap Singh, Divakar Yadav, Ambient Communications and Computer Systems
2019 Dependability Analysis for On-Demand Computing Based Transaction Processing System Dharmendra Prasad Mahato, Jasminder Kaur Sandhu, Nagendra Pratap Singh, Kamlesh Dutta, The 33rd International Conference on Advanced Information Networking and Applications (AINA-2019)
2019 An Efficient Approach for Plant Leaves Identification based on Texture Features Sushil Kumar Saroj, Shiho Oshiro, Pratima Yadav, Nagendra Pratap Singh, CCIIoT-2018, International Conference on Computational Intelligence & IoT, organized by National Institute of Technology Agartala, Tripura
2019 Performance Evaluation of Breast Cancer Classifiers using Different Tools Sushil Kumar Saroj, Nitika Nigam, Nagendra Pratap Singh, ICCIIoT-2018, International Conference on Computational Intelligence & IoT, organized by National Institute of Technology Agartala, Tripura
2019 Melanoma Skin Cancer Detection Using Various Classifiers Preeti Shahi, Shekhar Yadav, Navdeep Singh, Nagendra Pratap Singh, UPCON-2018, 5th IEEE Uttar Pradesh Section International Conference, jointly organized by M. M. M. University of Technology, Gorakhpur, U.P., India and University of the Ryukyus, Okinawa, Japan
2019 Feature based leaf identification Nagendra Pratap Singh, Takumi Nagahma, Pratima Yadav, Divakar Yadav, Nagendra Pratap Singh, Takumi Nagahma, Pratima Yadav, Divakar Yadav
2019 Classification of normal and abnormal retinal image by using feature based machine learning approach Pratima Yadav, Nagendra Pratap Singh, International Conference on “Emerging Trends in Communication, Computing and Electronics (IC3E-2018), organized by J K Institute of Applied Physics and Technology, University of Allahabad, Allahabad
2019 Machine Learning based Classification of Good and Rotten Apple Shiksha Singh, Nagendra Pratap Singh, International Conference on “Emerging Trends in Communication, Computing and Electronics (IC3E-2018), organized by J K Institute of Applied Physics and Technology, University of Allahabad, Allahabad
2019 Mushroom Classification using Feature Based Machine Learning Approach Pranjal Maurya, Nagendra Pratap Singh, Third International Conference on Computer Vision & Image Processing 2018 (CVIP-2018)
2015 Weibull Probability Distribution Function based Matched Filter Approach for Retinal Blood Vessels Segmentation Nagendra Pratap Singh, Rajeev Srivastava, LNCS, International Conference on Computational Intelligence (ICCI-2015)
2015 Local Entropy Thresholding Based Fast Retinal Vessels Segmentation by Modifying Matched Filter Nagendra Pratap Singh, Rajesh Kumar, Rajeev Srivastava, IEEE, International Conference on Computing Communication and Automation (ICCCA-2015)
2012 Security Issues in Wireless Sensor Networks and Data-Aggregation : The Review N P Singh et al. , International Conference on Artificial Intelligence and Soft Computing (AISC-2012), IIT BHU,Varanasi.
2011 The review: Lifecycle of object-oriented software testing Nagendra Pratap Singh, Rishi Mishra, Mrinal Kanti Debbarma, Sanjay Sachan, 3rd International Conference on Electronics Computer Technology
2007 Information Extraction Using Text Miner N P Singh et al. , National conference at Invertis Institute of Engineering an Technology Bareilly
2007 Impact Of Users Query Complexity On Web Results N P Singh et al. , National conference at Shri Ram Murti Smarak Collage of Engineering and Technology, Bareilly

Book/Chapter Publications

Type Title Publisher Authors ISBN/ISSN No. Year
Book Intensity Based Medical Image Registration LAMBERT Academic Publishing, Germany Nagendra Pratap Singh, Rajeev Srivastava ISBN: 978-3-659-81777-9 2019

Research Projects

Role Project Type Title Funding Agency From To Amount Status Co-Investigator

Events Organized

Category Type Title Venue From To Designation
conference National Malaviya Research Conclave-2018 Department of Computer Science and Engineering by MMMUT-Gorakhpur 08/07/2018 08/07/2018 co-ordinator
stc National Advances in Computing Technology-2018 (ACT-2018) Department of Computer Science and Engineering, M.M.M. University of Technology, Gorakhpur 12/03/2018 18/03/2018 co-ordinator
stc National Advances in Computing Technology-2017 (ACT-2017) Department of Computer Science and Engineering by MMMUT-Gorakhpur 23/02/2017 01/03/2017 co-ordinator

Professional Affilation

Designation Organization

PhD Supervised

Scholar Name Research Topic Status Year Co-Supervisor
K. Susheel Kumar Image processing completed 2023
Sushil Kumar Saroj Retinal Image Segmentation completed 2022

PG Dissertation Guided

Student Name Dissertation Title Status Year Co-Supervisor
Himanshu Sharma (18M510) Skin Pattern Based Gender Classification completed 2020
Raj Rahi (15MI530) Offline Hand Writting Based Gender Classification completed 2020
Sunidhi Chaudhary (15MI513) Retinal Image Segmentation completed 2020
Amandeep Singh (15MI539) Image Enhancement completed 2020

Patents

Name Reg./Ref. No. Date of Award/Filling Organization Status

Admin. Responsiblities

Position Held Organization From To

Award and Honours

Title Activity Given by Year
Research Scholar Day Department of Computer Science and Engineering at IIT (BHU), Varanasi, India 2016