Dr. Shruti Gupta

Biography

During my teaching career, I have taught many subjects like Databse Management System, Data Structure, Software Development Fundamentals, Graph Theory, Computer Programming in C and C++ etc. I have organized and participated in many International and National conferences and is actively involved as reviewer in various International Journals and International Conferences.

Educational Qualifications

• Ph.D. (Computer Science & Engineering), 2017 from IIT Roorkee, Roorkee.
• M.Tech. (Computer Science and Engineering), 2010-2012 from Thapar University, Patiala.
• B.Tech. (Computer Science and Engineering), 2005-2009 from HNB Garhwal University, Srinagar.

Work Experience

• October 2022 to till data at Jaypee Institute of  Information Technology, Noida.
• August 2020 to December 2021 at National Institute of Technology Delhi, Delhi.
• Aug 2012 to Dec 2012 Research Fellow at IIT Roorkee, Roorkee.
• Aug 2009 to July 2010 at Quantum University, Roorkee.

Interest Area 

Land Cover Monitoring through satellite image analysis, Machine Learning, Data Structures, DBMS

Fellowships And Scholarships

• 2013-2017 -Doctoral fellowship from Ministry of Human Resource and Development (MHRD), Government of India.
• 2010-2012 -GATE Scholarship

Participation/Organizing Member In Seminars/ Workshops/ Courses

• Organizing member of the 11th International Conference on Industrial and Information Systems (ICIIS-2016) held on 3-4 December 2016, in Indian Institute of Technology Roorkee, Roorkee, Uttarakhand, India.
• Organizing member for the National Conference on Recent Advances in Electronics & Computer Engineering (RAECE) held on 13-15 February 2015, organized jointly by the Department of Electronics & Communication Engineering and Department of Computer Science and Engineering, Indian Institute of Technology Roorkee, Roorkee, Uttarakhand, India.
• Organizing member of the 3rd Indradhanush WordNet Workshop (Computational Workshop) held on 23-25 March 2012 at Thapar University, Patiala, Punjab, India.
• Participated in the course on Advancement of Signal Processing in Earth Observation (Organized by Global Initiative of Academic Networks (GIAN)), held at IIT Roorkee during December 05 -09, 2016.
• Participated in an event VEDA (Vacuum Electronics Devices Applications), Kolleg held on 18-20 October 2013 at Indian Institute of Technology, Roorkee, Uttarakhand, India. 
• Participated in research promotion workshop on Introduction to Graph and Geometric Algorithms held on 28-30 October 2010 at Thapar University, Patiala.
• Participated in workshop on Ethical Hacking & Information Security held on 5-6 October 2010 at Thapar University, Patiala.

Publications

Publications in Journals

• Shruti Gupta, Dharmendra Singh, and Sandeep Kumar. "Development of an Ontology-Based Technique for Labeling Land Cover Classes with Minimum Utilization of SAR Features." SN Computer Science 4.6 (2023): 731.
• Shruti Gupta, Pooja Mishra, Dharmendra Singh and Sandeep Kumar, "An Approach to Classify Tall Vegetation and Urban Using Deoriented PALSAR Image", IEEE Geoscience and Remote Sensing Letters, Vol. 14, Issue 2, 2017. [impact factor: 2.89]
• Shruti Gupta, Dharmendra Singh and Sandeep Kumar, " Fusion of Texture and Wavelet Features of PALSAR Image Using LDA and PCA for Land Cover Classification,” International Journal of Image and Data Fusion, Taylor and Francis, Vol. 8, Issue 4, 2017. [impact factor: 1.27]

Publications in International Conferences\Workshops\Symposiums

• Ankush Agarwal, Shruti Gupta, Sandeep Kumar, and Dharmendra Singh, “A Concept of Satellite Based IoT for Downscaling the Modis Data to Extract Land Surface Temperature”, 9th International Symposium on Signal, Image, Video and Communications (ISIVC), 2018.
• Shruti Gupta, Sandeep Kumar, Akanksha Garg, Dharmendra Singh, N S Rajput, "Class Wise Optimal Feature Selection for Land Cover Classification Using SAR Data," IEEE Geoscience and Remote Sensing Symposium, IGARSS, Beijing, China, 10-15 July 2016.
• Akanksha Garg, Shashi Vardhan Naidu, Shruti Gupta, Dharmendra Singh, "A novel approach for optimal weight factor of DT-CWT coefficients for land cover classification using MODIS data", IEEE Geoscience and Remote Sensing Symposium, IGARSS, Beijing, China, 10-15 July 2016.
• Ankush Agarwal, Shruti Gupta, Sandeep Kumar, and Dharmendra Singh, “An efficient use of IoT for satellite data in land cover monitoring to estimate LST and ET”, 11th International Conference on in Industrial and Information Systems (ICIIS), pp. 905–909, 2016.
• Shruti Gupta, Dharmendra Singh, Sandeep Kumar and K P Singh " An Efficient Use of Random Forest Techniques for SAR Data Classification", IEEE Geoscience and Remote Sensing Symposium, IGARSS, Milan, Italy, 26–31 July 2015.
• Shruti Gupta, Dharmendra Singh, Sandeep Kumar, “An Approach Based on Texture Measures to Classify the Fully Polarimetric SAR Image,” IEEE 9th International Conference on Industrial and Information Systems (ICIIS), 2014, (IEEE), Gwalior, India, 15-17 December, 2014.
• Shruti Gupta, Dharmendra Singh, Pooja Mishra, Sandeep Kumar, "Probability Density Functions Based Study for Identification of Land Cover Using SAR Data," IEEE International Conference on Microwave and Photonics (ICMAP), Dhanbad, India,13-15 December, 2013.

Publications in National Conferences\Workshops\Symposiums

• Srivastava, Shivang, Yashasvi Sharma, Aditya Prakash, and S. Gupta. "Deep learning based land cover assessment using high resolution satellite data." (2023): 274-278
• Shruti Gupta, Dharmendra Singh, Sandeep Kumar, "Fusion of Color Histograms Using PCA for SAR Data Classification," IEEE National Conference on Recent Advances in Electronics and Computer Engineering (RAECE), Roorkee, India, 13-15 February, 2015.
• Shruti Gupta, Dharmendra Singh, Sandeep Kumar, "Development of Monitoring System Based on Feature Extraction Using Low Resolution Satellite Images," Uttarakhand State Science and Technology Congress (USSTC), Dehradun, India, 26-28 February, 2015.

Publications as Book Chapters (International/National Publisher)

• Shruti Gupta, Dharmendra Singh  (2022). Color Features Based Model for Land Cover Identification and Agriculture Monitoring with Satellite Images. In: Vadrevu, K.P., Le Toan, T., Ray, S.S., Justice, C. (eds) Remote Sensing of Agriculture and Land Cover/Land Use Changes in South and Southeast Asian Countries. Springer, Cham.
• Shruti Gupta, et al. "Artificial Intelligence Innovations: Infrastructure and Application for Advances in Computational Supremacy." Emerging Technologies in Computing. Chapman and Hall/CRC, 2021. 33-57