Research Publications

Publications

International and National Journals:

1) Pankaj Pratap Singh and R.D. Garg, (2012). “Automatic road extraction from high resolution satellite images using adaptive global thresholding and morphological Operations”, Journal of the Indian Society of Remote Sensing, Springer, Vol. 41, No. 3, pp. 631-640. (SCIE, Impact factor 2.2, Q2) https://link.springer.com/article/10.1007/s12524-012-0241-4 

2) Pankaj Pratap Singh and R.D. Garg, (2013). “A Hybrid approach for Information Extraction from High Resolution Satellite Imagery”, International Journal of Image and Graphics, World Scientific, Vol. 13, No. 2, pp. 1340007(1-16). (Scopus, Impact factor 0.8, Q3) https://doi.org/10.1142/S021946781340007X 

3) Pankaj Pratap Singh, and R. D. Garg, (2014). “Classification of high resolution satellite image using spatial constraints based fuzzy clustering”, Journal of Applied Remote Sensing, SPIE, Vol. 8, No. 1, pp. 083526(1-16). (SCIE, Impact factor 1.40, Q2) https://doi.org/10.1117/1.JRS.8.083526 

4) Pankaj Pratap Singh, and R. D. Garg, (2014). “A two-stage framework for road extraction from high-resolution satellite images by using prominent features of impervious surfaces,” International Journal of Remote Sensing, Taylor & Francis, Vol. 35, No. 24, pp. 8074-8107. (SCI, Impact factor 3.3, Q2) https://doi.org/10.1080/01431161.2014.978956 

5) Pankaj Pratap Singh, and R. D. Garg, (2015). “Fixed Point ICA based approach for maximizing the non-gaussianity in remote sensing image classification,” Journal of the Indian Society of Remote Sensing, Springer, Vol. 43, No. 4, pp. 851–858. (SCIE, Impact factor 2.2, Q2) https://doi.org/10.1007/s12524-014-0435-z 

6) Singha, K. K., P. P. Singh, R. Narzary, A. Mondal, M. Gupta, V. G. Sathe, D. Kumar, and S. K. Srivastava. (2023). “Crystal Structure, Raman Spectroscopy and Optical Property Study of Mg-Doped SnO2 Compounds for Optoelectronic Devices”, Crystals, MDPI, Vol. 13, Isuue 6: 932, pp. 1-13.  (SCIE, Impact factor 2.4, Q2) https://doi.org/10.3390/cryst13060932  

7) Mohd Jawed Khan and Pankaj Pratap Singh, (2023). "Advanced Road Extraction using CNN-based U-Net Model and Satellite Imagery," e-Prime - Advances in Electrical Engineering, Electronics and Energy, Elsevier, Vol. 5, 100244 . (SCOPUS, Q1) https://doi.org/10.1016/j.prime.2023.100244 

8) Mohd Jawed Khan, Arun Kumar Singh, Razia Sultana, Pankaj Pratap Singh, Asif Khan, Sandeep Saxena (2023). “Breast cancer: A comparative review for breast cancer detection using machine learning techniques”, Cell Biochemistry & Function, Wiley, Vol. No. 41, Issue 8, pp. 996-1007. (SCIE, Impact factor 3.6, Q2) https://doi.org/10.1002/cbf.3868 

9) Mohd Jawed Khan, Pankaj Pratap Singh, Biswajeet Pradhan, Abdullah Alamri, and Chang-Wook Lee. (2023). "Extraction of Roads Using the Archimedes Tuning Process with the Quantum Dilated Convolutional Neural Network" Sensors, MDPI, Vol. 23, Issue 21: 8783.  (SCIE, Impact factor 3.4, Q1) https://doi.org/10.3390/s23218783 

10) Prasanta Baruah, Pankaj Pratap Singh and Sanjiv kumar Ojah, (2023). “A Novel Framework for Risk Prediction in the Health Insurance Sector using GIS and Machine Learning” International Journal of Advanced Computer Science and Applications (IJACSA), Vol. 14, Issue 12, pp. 469-476. (Scopus, Impact factor 0.7, Q3) http://dx.doi.org/10.14569/IJACSA.2023.0141249

11) Pankaj Pratap Singh and Shitala Prasad. (2024). "A Hybrid Approach for Real-time Vehicle Monitoring System" International Journal of Engineering and Manufacturing (IJEM), Vol. 14, No. 1, pp. 1-15, 2024. https://doi.org/10.5815/ijem.2024.01.01 

12) Susmita Roy, Pankaj Pratap Singh & Abhijit Padun (2024). "A System Design Approach of Gamification for disseminating Intangible Oral Expressions of Indigenous Textile Heritage", International Journal of Serious Games (IJSG), Vol. 11, Issue 2, pp. 3-26, 2024. (Scopus, ESCI, Q2) https://doi.org/10.17083/ijsg.v11i2.727 

13) Prasanta Baruah, Pankaj Pratap Singh and Jwngdao Daimary (2024). “Predicting the Risk of COVID-19 Patients Using Machine Learning Techniques for Simplification of the Task of Life Insurance Companies” International Journal of Safety and Security Engineering (IJSSE), Vol. 14, Issue 6, pp. 1743-1750. (Scopus, Q3) https://doi.org/10.18280/ijsse.140609 

International & National Conferences:

1. Poonam Yadav, Anuragmayi  Thuremella, Nagesh Yadav, Amardeep Kumar, Dileep Kumar, Pankaj Pratap Singh. "Flexible Mote Design- Fleximote”, In IEEE sponsored Second International Conference on Wireless Communication and Sensor Networks (WCSN’06), pp. 753-762, December 17-19, 2006, IIIT Allahabad,  India. (http://wcsn.iiita.ac.in/w2k6/)

2. Manish Kumar, Shekhar Verma and Pankaj Pratap Singh, “Clustering Approach to Data Aggregation in Wireless Sensor Networks” paper published in IEEE sponsored International Conference on Networking (ICON 2008), pp. 26-31, December 13-14,  2008, IIT Roorkee, India. (DOI: 10.1109/ICON.2008.4772566)

3. Manish Kumar, Shekhar Verma and Pankaj Pratap Singh, “Data Clustering in Sensor Networks using ART” paper published in IEEE sponsored Fourth International conference on Wireless Communication and Sensor Networks (WCSN’08), pp. 51-56, 27-29 Dec 2008, IIIT Allahabad,India.  (DOI: 10.1109/WCSN.2008.4772681)

4. Dileep Kumar et al. “RFID based patient health record system” in proceeding of National Conference on recent trends in Communication & Electronics design, 06-07 March, 2009, IET Alwar, Rajasthan, India.

5. Pankaj Pratap Singh et al. “Campus Vehicle Tracking system using RFID Tag” in proceeding of National Conference on recent trends in Communication & Electronics design, 06-07 March, 2009, IET Alwar, Rajasthan, India.

6. Dileep Kumar, Pankaj Pratap Singh, Shirshu Varma, “RFID and Camera-based hybrid approach to track vehicle within campus” paper published in IACSIT sponsored International Symposium on Computing, Communication, and Control (ISCCC ‘09), Proc .of CSIT vol.1, pp. 207-213, October 9 - 11, 2009, Nanyang Technological University (NTU), Singapore. (http://www.ipcsit.com/vol1/37-S004.pdf)

7. Pankaj Pratap Singh and R.D. Garg, “Land Use And Land Cover Classification Using Satellite Imagery: A Hybrid Classifier And Neural Network Approach” paper published in proc. of International Conference on Advances in Modeling, Optimization and Computing (AMOC-2011), pp.753-762 , Dec. 5-7, 2011, IIT Roorkee, Roorkee-247667 (U.K.), India.

8. Rahul Wadhwani, Vimal Kumar Singh, Pankaj Pratap Singh. “Hazards on an offshore Platform” paper published in proc. of International Conference on Sustainable Technologies for Energy and Environment in Process Industries (CHEMCON-2012), pp. P-619, Dec. 27-30, 2012, Indian Institute of Chemical Engineers Doaba Regional Centre & Dept. of Chemical Engineering, Dr. B. R. Ambedkar National Institute of Technology (NIT) Jalandhar, Jalandhar, Punjab, India.

9. Pankaj Pratap Singh, Ram Bhushan Agnihotri, Monika Sharma. “A Probabilistic Data Association Filtering (PDAF) based Tracking Approach to Detect Maneuvering Target” paper published in proc. of International Conference on Reliability, Infocom Technologies and Optimization (ICRITO’2013), Jan. 29-31, 2013, AIIT, Amity University, Noida, Uttar Pradesh, India. (http://www.amity.edu/aiit/icrito2013/ICRITO'2013%20Sessions.pdf)

10. Pankaj Pratap Singh and R.D. Garg, “Study of Spectral reflectance characteristics of Asphalt Road surface using Geomatics Techniques” in proc. of IEEE sponsored 2nd International Conference on Advances in Computing, Communications and Informatics (ICACCI-2013), pp. 516-520, Aug. 22-25, 2013, Sri Jayachamarajendra College of Engineering (SJCE), Mysore, India. (Scopus)  (DOI: 10.1109/ICACCI.2013.6637225) 

11. Pankaj Pratap Singh, R.D. Garg and P. L. N. Raju, “Classification of High Resolution Satellite Imagery: An Expert System Based Approach” in the 34th  Asian Conference on Remote Sensing (ACRS), pp. SC02 (725-732), October 20-24, 2013, Bali, Indonesia.(https://a-a-r-s.org/proceeding/ACRS2013/Abstracts/Abstracts-of-the-34th-ACRS-2013.pdf, https://a-a-r-s.org/proceeding/ACRS2013/Proceedings-of-the-34th-ACRS-2013.pdf)

12. Pankaj Pratap Singh, and R. D. Garg, (2013). Information Extraction from High Resolution Satellite Imagery Using Integration Technique. In the book “Intelligent Interactive Technologies and Multimedia”, Vol. 276, CCIS, Edited by: A. Agrawal, R.C. Tripathi, E. Yi-Luen Do, M.D. Tiwari, Springer Berlin Heidelberg, pp. 262-271. (DOI: https://doi.org/10.1007/978-3-642-37463-0_24)

13. Pankaj Pratap Singh and R. D. Garg, (2014). Classification of High Resolution Satellite Images using Equivariant Robust Independent Component Analysis. In the book “Advanced Computing, Networking, and Informatics-Volume 1”, Vol. 27, SIST, Edited by: M.K. Kundu, D.P. Mohapatra, A. Konar, A. Chakraborty, Springer Berlin Heidelberg, pp. 283-290. (DOI: https://doi.org/10.1007/978-3-319-07353-8_34)

14. Pankaj Pratap Singh and R. D. Garg, “Road detection from remote sensing images using impervious surface characteristics: Review and Implication”, In International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, vol. XL-8, ISPRS Technical Commission VIII Symposium, pp. 955-959, December 09-12, 2014, Hyderabad, India.   (ISI CPCI of the Web of Science, SCOPUS, the E/I Compendex, and DOAJ). (doi: https://doi.org/10.5194/isprsarchives-XL-8-955-2014)

15. Pankaj Pratap Singh and R. D. Garg, (2016). On Sphering the High Resolution Satellite Image Using Fixed Point Based ICA Approach. In the Book series “Computer Vision and Image Processing - Volume 2”, Volume 460, Advs. in Intelligent Syst., Computing, Edited by: B. Raman, S. Kumar, P.P. Roy, D. Sen, Springer Berlin Heidelberg, February 26-28, 2016, IIT Roorkee, India. (https://doi.org/10.1007/978-981-10-2107-7_37)

16. Pankaj Pratap Singh, “Extraction of Image Objects in Very High Resolution Satellite Images using Spectral behaviour in LUT and Color Space Based Approach”, In IEEE Technically Sponsored SAI Computing Conference, pp. 414-419, July 13-15, 2016, London, UK.  (Scopus, Inspec, Google Scholar)  (DOI: 10.1109/SAI.2016.7556015)

17. Shitala Prasad and Pankaj Pratap Singh, “Medicinal Plant Leaf Information Extraction Using Deep Features”, In IEEE Region 10 Conference (TENCON 2017), pp. 2722-2726, November 5-8, 2017, Penang, Malaysia. (DOI: https://doi.org/10.1109/TENCON.2017.8228324) 

18. Pankaj Pratap Singh, Bhaskarjyoti Das, Upasana Poddar, Dibarun Roy Choudhury and Shitala Prasad, (2017). Classification of diabetic’s patient data using machine learning techniques, In the Book series Ambient Communications and Computer Systems. AISC, vol 696, Singapore, Perez G., Tiwari S., Trivedi M., Mishra K. (eds) Springer Berlin Heidelberg.    (https://doi.org/10.1007/978-981-10-7386-1_37)

19. Pankaj Pratap Singh et. al., “A rule-based approach for Protein Secondary Structure Prediction”, In National Conference on Applied Sciences, Sustainable & Evolving Technologies (ASSET), CIT Kokrajhar, March 9-11, 2018.

20. Pankaj Pratap Singh et. al., “A Semi-Autonomous Rover Vehicle for handle the obstacle in the path planning”, In National Conference on Applied Sciences, Sustainable & Evolving Technologies (ASSET), CIT Kokrajhar, March 9-11, 2018.

21. Shitala Prasad and Pankaj Pratap Singh, A Compact Mobile Image Quality Assessment Using A Simple Frequency Signature, In 15th IEEE International Conference on Control, Automation, Robotics and Vision (ICARCV), Singapore, pp. 1692-1697, November 18-21, 2018. (Scopus, Inspec, Google Scholar) (DOI: 10.1109/ICARCV.2018.8581379)

22. Pankaj Pratap Singh, Shitala Prasad, Anil Kumar Chaudhary, Chandan Kumar Patel and Manisha Debnath, (2019). Classification of Effusion and  Cartilage Erosion Affects in Osteoarthritis Knee MRI Images Using Deep Learning Model. In the Book series “Computer Vision and Image Processing- Volume 2 ”, Volume 1148, ,CCIS, Edited by: Nain N., Vipparthi S., Raman, B., Springer  Singapore, pp. 373-383, September 27-29, 2019, MNIT Jaipur, India (https://link.springer.com/chapter/10.1007%2F978-981-15-4018-9_34)

23. Susmita Roy, Pankaj Pratap Singh and Abhijit Padun, Preserving the tradition and culture of North East India through digital and interactive game based learning for children. International conference Designing for Children with focus on Play and Learn, Industrial Design Centre (IDC), IIT Bombay, pp. 1-13, 28-30, January 2021.(https://www.designingforchildren.net/speaker_presentation.html)

24. Susmita Roy, Pankaj Pratap Singh & Abhijit Padun., (2021). Game-Based Learning for the Awareness of Culture & Tradition: An Exploratory Case Study on the Indigenous Naga  Tribe”, In the book series Design for Tomorrow–Volume 2, Smart Innovation, Systems and Technologies 222, Springer Singapore, pp. 293-304, January 7-10, 2021, ICoRD 2021, IIT Bombay, India. (https://doi.org/10.1007/978-981-16-0119-4_24)

25. Sanjiban Roy, Sanjiv Kumar Ojah, Nilay Nishant, Pankaj Pratap Singh & Dibyajyoti Chutia, (2021). Spatio-temporal Analysis of Flood Hazard Zonation in Assam, In the Book series Lecture Notes in Electrical Engineering book series (LNEE), vol. 888, Springer Singapore, pp. 521-531..    (https://doi.org/10.1007/978-981-19-1520-8_42)

26. Mohd Jawed Khan and Pankaj Pratap Singh, Road Extraction from Remotely Sensed Data: A Review , In AIJR proceedings of international conference on Intelligent Computing and Technologies Conference (ICTCon-2021), ASTU & CIT Kokrajhar, Assam, pp. 106-111, 15-16 march 2021. (https://doi.org/10.21467/proceedings.115.14) 

27. Pankaj Pratap Singh & Shitala Prasad . (2022). A Hybrid Adaptive Image Retrieval Approach by Using Clustering and Neural Network Techniques. In: Bhateja, V., Yang, XS., Chun-Wei Lin, J., Das, R. (eds) Intelligent Data Engineering and Analytics. FICTA-2022, NIT Mizoram. Smart Innovation, Systems and Technologies (SIST), vol 327. Springer, Singapore, pp. 395-403, 18-19 June 2022. (https://doi.org/10.1007/978-981-19-7524-0_35)

28. Singh, P.P., Garg, R.D., Prasad, S. (2022). Tree Detection from Urban Developed Areas in High-Resolution Satellite Images. In: Thakur, M., Agnihotri, S., Rajpurohit, B.S., Pant, M., Deep, K., Nagar, A.K. (eds) Soft Computing for Problem Solving (SocProS -2022). Lecture Notes in Networks and Systems, vol 547. Springer, Singapore. (https://doi.org/10.1007/978-981-19-6525-8_19)

29. Pankaj Pratap Singh, Preeti Ramchiary, Jahirul Islam Bora, Rakesh Bhuyan & Shitala Prasad (2022). An Ensemble Approach for Moving Vehicle Detection and Tracking by Using Ni Vision Module. In: Gupta, D., Bhurchandi, K., Murala, S., Raman, B., Kumar, S. (eds) Computer Vision and Image Processing, CVIP-2022. Communications in Computer and Information Science (CCIS), vol 1777. Springer, Cham, pp. 712–721. (https://doi.org/10.1007/978-3-031-31417-9_54)

30. Shitala Prasad, Pankaj Pratap Singh, Piyush Kumar, Momentum Residual Embedding with Angular Marginal Loss for Plant Pathogen Biometrics, In In: El Yacoubi, M., Granger, E., Yuen, P.C., Pal, U., Vincent, N. (eds), Third International Conference on Pattern Recognition and Artificial Intelligence, ICPRAI 2022, Paris, France, Lecture Notes in Computer Science (LNCS), vol. 13364. Springer, Cham, pp. 124–136, June 1–3, 2022. (https://doi.org/10.1007/978-3-031-09282-4_11)

31. Prasanta Baruah, Pankaj Pratap Singh. Risk Prediction in Life Insurance Industry Using Machine Learning Techniques—A Review. In: Mishra, A., Gupta, D., Chetty, G. (eds) Advances in IoT and Security with Computational Intelligence. ICAISA 2023. Lecture Notes in Networks and Systems, vol. 755, pp. 323–332, Springer, Singapore, March 24–25, 2023. https://doi.org/10.1007/978-981-99-5085-0_31

32. Ramakrishna Pinninti, Nirmallya Dey, S. K. Abdul Alim, Pankaj Pratap Singh. Analysis and Prediction of Sea Ice Extent Using Statistical and Deep Learning Approach. In: proceedings of International Conference on Advances in IoT and Security with Computational Intelligence (ICAISA). Lecture Notes in Networks and Systems, vol 755, pp. 277–286, Springer, Singapore, March 24–25, 2023. https://doi.org/10.1007/978-981-99-5085-0_27

33. Susmita Roy, Pankaj Pratap Singh & Abhijit Padun (2023). A Design Framework for Preserving Cultural Heritage with AR Technology—An Innovative Exploration on Ethnic Motifs and Its Symbolism of the Naga Tribes", International Conference on Research into Design (ICORD 2023): Design in the Era of Industry 4.0, Volume 1 (SIST, volume 343, Springer Singapore),  pp 1115–1125, 25 July 2023. (https://link.springer.com/chapter/10.1007/978-981-99-0293-4_90)

34. Pankaj Pratap Singh, Devanshu Kumar, Aakriti Srivastava, Madhusmita Basumatary and Shitala Prasad, “A CNN model based approach for disease detection in Mango plant leaves”, In 12th International Conference on Soft Computing for Problem Solving (SocPros-2023), IIT ROORKEE, pp. 389–399, August 11-13, 2023. (https://link.springer.com/chapter/10.1007/978-981-97-3292-0_27) (Best Application Paper Award)

35. Pankaj Pratap Singh, Shitala Prasad, Gyanjyoti Kalita, Jahnu Das and Pallab Jyoti Mahanta. "Light Weighted YOLO Vehicle Tracker for Toll Gate using Centroid Algorithm", In Springer International Conference on Emerging Electronics and Automation (E2A) 2023, NIT Silchar, pp. 183-194, 15-17 December 2023  (https://link.springer.com/chapter/10.1007/978-981-97-3090-2_16)

36. Mohd Jawed Khan, Jalaj Mishra, Himanshi Negi, Jitendra Singh, Junaid Alam and Pankaj Pratap Singh, Extraction Extraction of Road Using Semi-Supervised Deep Learning Method, Taylor & Francis sponsored 4th International Conference on Computational Methods in Science and Technology (ICCMST-2024), Chandigarh Engineering College-CGC Landran, Mohali, Punjab, 2-3 may 2024. (https://doi.org/10.1201/9781003501244)  (Best Paper Award) 

37. Prasanta Baruah, Amarjeet Kumar Singh, Bhagyashree Nath, Nerswn Baglary, Pankaj Pratap Singh, "A ML based Decision Support system for the Health Risk Analysis Encompassing Insurance Premium", In Springer 2nd International Conference on Artificial Intelligence: Theory and Applications (AITA),  IBS Bangalore, pp. 757-768, August 9-10, 2024. (Scopus) (https://doi.org/10.1007/978-981-96-1687-9_53)

38. Sujuma Basumatary; Anowar Hussain Mondal; Sanjiban Roy  Pankaj Pratap Singh, "A Non Linear Object Classification using Object Based Approach," IEEE India Geoscience and Remote Sensing Symposium (InGARSS), Goa, India, pp. 1-4, December 2-5, 2024. (doi: 10.1109/InGARSS61818.2024.10983934)

39. Pankaj Pratap Singh, Dristi Nayana Borah, Jutika Basumatary, Jyotibhushan Hazarika, Pamee Brahma and Shitala Prasad. "An Empirical study on Tea Leaf Disease Detection on utilizing Diverse Leaf Image Features", In Springer 9th International Conference on Soft Computing: Theories and Applications (SoCTA2024), MNNIT Jaipur, 27-29 December 2024.  (Accepted)

40. Ayushman Baghel, Prakhar Gupta, Shitala Prasad, Pankaj Pratap Singh, “Coral Classification and Detection: Advancing Underwater Imaging for Biodiversity Monitoring”, In 13th International Conference on Soft Computing for Problem Solving (SocPros2025), IIT ROORKEE, February 24-26, 2025. (Accepted)

41. Prasanta Baruah, Bijit Das, Biki Majumdar, Nasim Raza and Pankaj Pratap Singh, “Risk Prediction of Life Insurance applicants using optimizer in deep neural network model”, Next-Generation Networks and Deployable Artificial Intelligence (NGNDAI), MNNIT Allahabad, 18-20 September 2025.  (Scopus) (Accepted)

Book Chapters:

1. Shitala Prasad and Pankaj Pratap Singh, “Vision System for Medicinal Plant Leaf Acquisition and Analysis”, In Springer sponsored Applications of Cognitive Computing Systems and IBM Watson, pp. 37-45, October 14-15, 2016, IBM I-CARE, Bangalore. (DOI: https://doi.org/10.1007/978-981-10-6418-0_5)

2. Pankaj Pratap Singh (2025). Road Extraction and Monitoring from Aerial and UAV Imagery Using Computer Vision and Ensemble Approaches: A Review, In Book Internet of Vehicles and Computer Vision Solutions for Smart City Transformations, Part of book series Lecture Notes in Intelligent Transportation and Infrastructure. pp. 193–213, Springer, Cham. (https://doi.org/10.1007/978-3-031-72959-1_9)