Dr. Pankaj Pratap Singh

Assistant Professor (Selection Grade, Level – 12) • Department of Computer Science & Engineering

Scholarly Indexes & Profiles

Assistant Professor (Selection Grade, Level – 12) Computer Science & Engineering Robotics and Computer Vision Lab, Institute Nodal Coordinator (Virtual labs), Faculty Coordinator Alumni Affairs (Department Level).

Dr. Pankaj Pratap Singh

Institutional Email pankajp.singh@cit.ac.in

Intercom / Phone +91 8134855094

Academic Campus CIT Kokrajhar, BTR, Assam

Specialization & Research Thrusts

Satellite Image Processing, Artificial Intelligence, Computer Vision, Data Mining

Subject Course Taken:

Artificial Intelligence,
Digital Image Processing,
Object Oriented Programming,
System Programming,
Robotics,
Remote Sensing,
Data Mining and Data Warehousing
DBMS

Academic Background

Educational Qualifications & Pedagogy

B.E.(CSE),
M.Tech.(IT spec. in Intelligent system) IIIT Allahabad,
PhD (IIT Roorkee)

Scholarly Footprint

Peer-Reviewed Publications (11)

#	Publication Title	Journal / Venue	Authors	Publisher	ISSN / ISBN	Year
1	Automatic road extraction from high resolution satellite images using adaptive global thresholding and morphological Operations	Journal of the Indian Society of Remote Sensing Vol 41	Pankaj Pratap Singh and R.D. Garg	Springer	—	2012
2	A Hybrid approach for Information Extraction from High Resolution Satellite Imagery	International Journal of Image and Graphics Vol 13(2)	Pankaj Pratap Singh and R.D. Garg	World Scientific	—	2013
3	Classification of high resolution satellite image using spatial constraints based fuzzy clustering	Journal of Applied Remote Sensing Vol 8(1)	Pankaj Pratap Singh, and R. D. Garg	SPIE	—	2014
4	A two-stage framework for road extraction from high-resolution satellite images by using prominent features of impervious surfaces	International Journal of Remote Sensing Vol 35(24)	Pankaj Pratap Singh, and R. D. Garg	Taylor & Francis	—	2014
5	Fixed Point ICA based approach for maximizing the non-gaussianity in remote sensing image classification	Journal of the Indian Society of Remote Sensing Vol 43(4)	Pankaj Pratap Singh, and R. D. Garg	Springer	—	2015
6	Crystal Structure, Raman Spectroscopy and Optical Property Study of Mg-Doped SnO2 Compounds for Optoelectronic Devices	Crystals Vol 13 (6)	Singha, K. K., P. P. Singh, R. Narzary, A. Mondal, M. Gupta, V. G. Sathe, D. Kumar, and S. K. Srivastava	MDPI	—	2023
7	Advanced Road Extraction using CNN-based U-Net Model and Satellite Imagery	e-Prime - Advances in Electrical Engineering, Electronics and Energy Vol 5	Mohd Jawed Khan and Pankaj Pratap Singh	Elsevier	—	2023
8	Breast cancer: A comparative review for breast cancer detection using machine learning techniques	Cell Biochemistry & Function Vol 41(8)	Mohd Jawed Khan, Arun Kumar Singh, Razia Sultana, Pankaj Pratap Singh, Asif Khan, Sandeep Saxena	Wiley	—	2023
9	Extraction of Roads Using the Archimedes Tuning Process with the Quantum Dilated Convolutional Neural Network	Sensors Vol 23 (21)	Mohd Jawed Khan, Pankaj Pratap Singh, Biswajeet Pradhan, Abdullah Alamri, and Chang-Wook Lee	MDPI	—	2023
10	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(12)	Prasanta Baruah, Pankaj Pratap Singh and Sanjiv kumar Ojah	SAI	—	2023
11	A Hybrid Approach for Real-time Vehicle Monitoring System	International Journal of Engineering and Manufacturing (IJEM) Vol 14 (1)	Pankaj Pratap Singh and Shitala Prasad	MECS	—	2024

Research Publications (Conferences)

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/)
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)
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)
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.
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.
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)
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.
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.
Pankaj Pratap Singh, et al., “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)
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)
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.(www.acrs2013.com/sites/media/uploads/2013/11/Session_2_716-894.pdf)
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:10.5194/isprsarchives-XL-8-955-2014)
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)
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)
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.
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.
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)
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)
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)
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)
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, August 11-13, 2023. (Accepted)
Pankaj Pratap Singh, Shitala Prasad, Gyanjyoti Kalita, Jahnu Das, Pallab Jyoti MahantaLight Weighted YOLO Vehicle Tracker for Toll Gate using Centroid Algorithm", In 3rd INTERNATIONAL CONFERENCE ON EMERGING ELECTRONICS AND AUTOMATION (E2A-2023), NIT Silchar, Assam, India, 15-17 December, 2023. (Accepted)

Research Publications (Book chapters)

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: 10.1007/978-3-642-37463-0_24)
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: 10.1007/978-3-319-07353-8_34)
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.
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)
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)
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)
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)
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)
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)
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)
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)
Prasanta Baruah, Pankaj Pratap Singh (2023). 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. Springer, Singapore. https://doi.org/10.1007/978-981-99-5085-0_31
Ramakrishna Pinninti, Nirmallya Dey, S. K. Abdul Alim, Pankaj Pratap Singh (2023). Analysis and Prediction of Sea Ice Extent Using Statistical and Deep Learning Approach. 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. Springer, Singapore. https://doi.org/10.1007/978-981-99-5085-0_27
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)