B. Tech (UCE Burla)

M. Tech (NIT Rourkela)

Multimedia analysis, Image and video processing, Deep learning.

PMEC – Since 21.10.2014

Under Graduate :-

ACT, CE, DSTN, Satellite communication, signal and system

Post Graduate :-

Information theory and coding

[1] NPTEL, “Digital Communication Technologies,” SWAYAM MOOC, Jan.–Apr. 2020. Topper, Elite + Gold.

[2] NPTEL, “Deep Learning,” SWAYAM MOOC, Jan.–Apr. 2023. Topper, Elite + Gold.

[3] NPTEL, “Computer Vision and Image Processing: Fundamentals and Applications,” SWAYAM MOOC, Jan.–Apr. 2023. Topper, Elite + Silver.

[4] NPTEL, “Research Methodology in Natural Sciences,” SWAYAM MOOC, Jan.–Apr. 2024. Topper, Elite + Gold.

[1] Faculty In-Charge, Cultural Association Club, May 2025–Present.

[2] Professor In-Charge, AICTE/AISHE Data Handling, Dec. 2024–Present.

[3] Member, Media Cell, Jun. 2025–Present.

[4] Member, Academic Registration (BPUT Portal) and Scholarship, Aug. 2023–May 2025.

[5] Member, Procurement Cell, Aug. 2023–Present.

[6] Head of Department (HOD), ETC Department, Jul. 2017–Oct. 2021.

[7] Superintendent, Girls’ Hostel (Urmila), Feb. 2021–Jan. 2024.

[8] Faculty Advisor, Cultural Association, Aug. 2023–May 2025.

[9] Member, House Allotment Committee, Jul. 2016–Aug. 2023.

[10] Member, Women Grievance Cell, Jun. 2015–Jun. 2017.

[11] Member, Internal Complaints Committee (ICC), Jun. 2017–Jun. 2019.

[12] Member, Time Table Committee, Jun. 2016–Jun. 2019.

Life Member of ISTE

[1] R. R. Maharana, R. R. Sahoo, D. K. Dash, and T. M. Kumari, “Decentralized brain tumor detection using transfer learning in federated frameworks,” in Computing, Communication and Intelligence, 2026, pp. 67–72.

[2] R. Behera and T. M. Kumari, “Thermal, mechanical, and electrical properties of rubber nanocomposites,” in Smart Rubber Nanocomposites, pp. 455–518, 2026.

[3] T. M. Kumari, D. K. Dash, and A. Sahu, “An efficient video summarization using sparse auto-encoders and K-means clustering on video similarity graph,” in Proc. 2024 OITS Int. Conf. Information Technology (OCIT), 2024, pp. 36–41.

[4] T. M. Kumari, D. K. Dash, and A. Sahu, “An efficient video summarization technique using texture feature and spectral clustering,” in Proc. 2023 OITS Int. Conf. Information Technology (OCIT), 2023, pp. 266–271.

[5] A. Gade, D. K. Dash, T. M. Kumari, S. K. Ghosh, R. K. Tripathy, and R. B. Pachori, “Multiscale analysis domain interpretable deep neural network for detection of breast cancer using thermogram images,” IEEE Trans. Instrum. Meas., vol. 72, pp. 1–13, 2023.

[6] T. M. Kumari and G. Panda, “Study on ownership identification using discrete wavelet transform (DWT)-based logo watermarking,” in Recent Advances in Mathematical Research and Computer Science, vol. 2, pp. 53–61, 2021.

[7] T. M. Kumari and G. Panda, “Ownership identification using discrete wavelet transform (DWT)-based logo watermarking,” Universal Association of Computer and Electronics Engineers, 2012.

[8] M. T. M. Kumari, “Image adaptive watermarking using wavelet transform,” Dept. Elect. Eng., National Institute of Technology, 2007.

[9] R. R. Maharana, P. P. Dhalsamanta, T. M. Kumari, D. K. Dash, and R. R. Sahoo, “Explainable federated transfer learning for multi-class brain tumor classification,” in Futuristic Information and Communication, pp. 112–119.

[10] S. Sunani, R. Swain, P. K. Mohanty, and T. M. Kumari, “Rectangular microstrip patch antenna for Wi-Fi applications at 2.4–2.483 GHz using FR4 and RT/Duroid substrate.”

Conference Papers

[1] “An Efficient Video Summarization Using Spatio-Temporal Feature Fusion and Spectral Clustering,” Proc. BPUT Multi-International Conf. on Emerging Trends and Evolving Technology (ETET), Rourkela, India, Dec. 19–21, 2025.

[2] “An Efficient Video Summarization Technique Using Sparse Auto-Encoders and K-Means Clustering on Video Similarity Graph,” Proc. 22nd IEEE Int. Conf. on Information Technology (OCIT), SRM Univ., Vijayawada, India, Dec. 12–14, 2024.

[3] “An Efficient Video Summarization Technique Using Texture Feature and Spectral Clustering,” Proc. 21st IEEE Int. Conf. on Information Technology (OCIT), NIT Raipur, India, Dec. 13–15, 2023.

Poster Presentations

[4] A. Author, “Similarity graph based video summarization using two-stream autoencoder,” presented at the BPUT Research Conclave, Rourkela, India, Nov. 20–21, 2025.

[5] A. Author, “Static video summarization using sparse auto-encoders and K-means clustering on video similarity graph,” presented at the BPUT Research Conclave, Rourkela, India, Nov. 20–21, 2024.

Workshops / FDPs / Training

[6] A. Author, “Innovative energy efficient systems for a self-reliant India: A roadmap to Viksit Bharat 2047,” AICTE-VAANI Workshop, Sep. 12–13, 2025.

[7] A. Author, “Current trends in underwater robotics exploration (CTURE-2026),” Workshop, PMEC Berhampur, India, Mar. 9–13, 2026.

[8] A. Author, “Redefining teaching through AI, LMS and digital pedagogies,” FDP, MNIT Jaipur, India, Oct. 27–Nov. 7, 2025.

[9] A. Author, “Mitigating climate change through sustainable electrical engineering solutions,” ATAL FDP, PMEC Berhampur, India, Jan. 19–25, 2025.

[10] A. Author, “Advanced statistical data analysis using SPSS,” Workshop, New Delhi, India, Apr. 22–28, 2025.

[11] A. Author, “Mathematical & OR models for sustainable Viksit Bharat (ICORSVB-2025),” Int. Conf., PMEC Berhampur, India, Feb. 21–22, 2025.

[12] A. Author, “Research methodology in natural science,” NPTEL-AICTE FDP, Jan.–Apr. 2024.

[13] A. Author, “Research methodology,” SWAYAM Course, Jan.–Apr. 2024.

[14] A. Author, “Research and publication ethics,” SWAYAM Course.

[15] A. Author, “Computer vision and image processing: Fundamentals and applications,” NPTEL-AICTE FDP, Jan.–Apr. 2023.

[16] A. Author, “Deep learning,” NPTEL-AICTE FDP, Jan.–Apr. 2023.

[17] A. Author, “Image processing using OpenCV Python,” Training, New Delhi, India, Oct. 11–15, 2021.

[18] A. Author, “Machine learning, artificial intelligence, and its applications,” FDP, Jun. 20–30, 2022.

[19] A. Author, “Data science,” ATAL FDP.

[20] A. Author, “Artificial intelligence,” ATAL FDP, Oct. 15–19, 2020.

[21] A. Author, “MATLAB for image processing and DSP,” Industrial Training, Apr. 26–May 10, 2021.

[22] A. Author, “Contemporary research trends in electronics, communication, and computer science,” FDP, Jul. 6–10, 2020.

[23] A. Author, “Signal processing applications,” FDP, Sep. 21–25, 2020.

[24] A. Author, “Signal processing techniques for 5G communication,” Workshop, Sep. 25–27, 2019.

[25] A. Author, “Recent trends and challenges on smart grid environment,” FDP, Dec. 9–14, 2019.

[26] A. Author, “Artificial intelligence and machine learning,” Seminar, Nov. 8, 2019.

[27] A. Author, “Recent trends in silicon and GaN devices and circuits,” Seminar.

[28] A. Author, “Data structures using C,” Short-term course, Sep. 25–29, 2018.

[29] A. Author, “Research methodology,” Short-term course, Oct. 17–23, 2017.

[30] A. Author, “Awareness generation on IPR,” Workshop, Oct. 25, 2017.

[31] A. Author, “Human values & professional ethics,” FDP, Dec. 18–22, 2017.

[32] A. Author, “Pedagogy and research,” Workshop, Jun. 4–8, 2018.

[33] A. Author, “Faculty induction programme,” Training, Nov. 2–6, 2015.

1. Workshop on Women Empowerment organized by Women Grievance cell on 9^th April, 2016.

Department of ETC,

Parala Maharaja Engineering College, Berhampur,

Odisha – 761003