Specialization

Image Processing, Object Detection, Cloud, and Data Security

Email

sumit.kumar2@thapar.edu

Education
•    PhD from Indian Institute of Technology (ISM), Dhanbad, Jharkhand (2022)
•    M.Tech (C.S.E) from Institute of Technology (ISM), Dhanbad, Jharkhand (2014)
•    B.Tech from UPTU, Lucknow (2011)

Experience
1.    Assistant Professor @ CSED TIET Patiala, India (July 2023 - present)
2.    Assistant Professor @ CSE Department, University of Petroleum and Energy Studies, Dehradun, Uttarakhand, India

SCI/SCIE Journal publications
1.    Kumar, Sumit, Arup Kumar Pal, Naushad Varish, Irfan Nurhidayat, Sayed M. Eldin, and Soubhagya Kumar Sahoo. "A Hierarchical Approach Based CBIR Scheme using Shape, Texture, and Color for Accelerating Retrieval Process." Journal of King Saud University-Computer and Information Sciences (2023): 101609.
2.    Kumar, Sumit, Jitesh Pradhan, Arup Kumar Pal, SK Hafizul Islam, and Muhammad Khurram Khan. "Radiological image retrieval technique using multi-resolution texture and shape features." Multimedia Tools and Applications (2022): 1-28.
3.    Kumar, Sumit, Jitesh Pradhan, and Arup Kumar Pal. "Adaptive tetrolet based color, texture and shape feature extraction for content based image retrieval application." Multimedia Tools and Applications 80, no. 19 (2021): 29017-29049.
4.    Kumar, Sumit, Arup Kumar Pal, SK Hafizul Islam, and Mohammad Hammoudeh. "Secure and efficient image retrieval through invariant features selection in insecure cloud environments." Neural Computing and Applications (2021): 1-26.
5.    Pradhan, Jitesh, Sumit Kumar, Arup Kumar Pal, and Haider Banka. "Texture and colour region separation based image retrieval using probability annular histogram and weighted similarity matching scheme." IET Image Processing 14, no. 7 (2020): 1303-1315.
6.    Pradhan, Jitesh, Sumit Kumar, Arup Kumar Pal, and Haider Banka. "A hierarchical CBIR framework using adaptive tetrolet transform and novel histograms from color and shape features." Digital Signal Processing 82 (2018): 258-281.
7.    Varish, Naushad, Sumit Kumar, and Arup Kumar Pal. "A novel similarity measure for content based image retrieval in discrete cosine transform domain." Fundamenta Informaticae 156, no. 2 (2017): 209-235.

Conference Publications
1.    Kumar, Sumit, et al. "A CBIR scheme using GLCM features in DCT domain." 2017 IEEE International Conference on Computational Intelligence and Computing Research (ICCIC). IEEE, 2017.
2.    Kumar, Sumit, et al. "A CBIR scheme using active contour and edge histogram descriptor in YCbCr color space." IJCTA 9.41 (2016): 889-898.
3.    Kumar, Sumit, et.al., (2022, June). A Secure Medical Image Retrieval Technique using Encrypted Query Image. In 2022 2nd International Conference on Emerging Frontiers in Electrical and Electronic Technologies (ICEFEET) (pp. 1-4). IEEE. (Best Paper Award)
4.    Kumar, Sumit, et.al.,(2022, June). A Local Feature Extraction Mechanism for Effective Content Based Image Retrieval. In 2022 2nd International Conference on Emerging Frontiers in Electrical and Electronic Technologies (ICEFEET) (pp. 1-6). IEEE.
5.    Sandeep Singh Sengar and Sumit Kumar (2022, June). Content-Based Secure Image Retrieval in a Non-trusted Third Party Environment. In 2022 10th International Conference on Frontiers of Intelligent Computing: Theory and Applications (FICTA 2022). IEEE. (Accepted, Best Paper Award)
6.    Kumar, Sumit, et al. "A CBIR technique based on the combination of shape and color features." Advanced Computational and Communication Paradigms. Springer, Singapore, 2018. 737-744.
7.    Pradhan, Jitesh, et al. "Texture and color visual features based CBIR using 2D DT-CWT and histograms." International Conference on Mathematics and Computing. Springer, Singapore, 2018.