Dr. Dhirendra Kumar

Department of Applied Mathematics

Phone:+91 8826916336
Email: dhirendrakumar@dtu.ac.in; dhirendrabhu08@gmail.com

Qualifications

M.Sc. (BHU), M.Tech. (JNU), PhD (JNU)

Areas of Interest

Medical Image Segmentation; Signal Processing; Image Classification

ResearchGate iconResearchGate Profile

ORCID iD iconorcid.org/0000-0002-8902-5022

 

Teaching Resources

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Awards

  • CSIR‐JRF Fellow June 2013 
  • UGC‐JRF Fellow June 2014

Workshops and Short Term Courses

organiged

  • Co-Coordinator of TEQIP III Sponsored One Week Short Term Training Program on Recent Trends in Security and Cryptography November 18 - 22, 2019, DTU.

Publications

Journal papers

  1. Gupta, Akshansh, and Dhirendra Kumar. "Fuzzy clustering-based feature extraction method for mental task classification." Brain informatics 4.2 (2017): 135-145.[Link]
  2. Kumar, Dhirendra, Hanuman Verma, Aparna Mehra and R. K. Agrawal. "A modified intuitionistic fuzzy c-means clustering approach to segment human brain MRI image." Multimedia Tools and Applications (2018): https://doi.org/10.1007/s11042-018-5954-0.[Link]
  3. Verma, Hanuman, Akshansh Gupta, and Dhirendra Kumar. "A modified intuitionistic fuzzy c-means algorithm incorporating hesitation degree." Pattern Recognition Letters (2019).[Link]
  4. Kumar, Dhirendra, R. K. Agrawal, and Hanuman Verma. "Kernel intuitionistic fuzzy entropy clustering for MRI image segmentation." Soft Computing (2019): 1-24.[Link]
  5. Gupta, A., Khan, R. U., Singh, V. K., Tanveer, M., Kumar, D., Chakraborti, A., & Pachori, R. B. (2020). A novel approach for classification of mental tasks using multiview ensemble learning (MEL). Neurocomputing.[Link]
  6. Kumar, Dhirendra, R. K. Agrawal, and Punit Kumar. "Bias-corrected intuitionistic fuzzy c-means with spatial neighborhood information approach for human brain MRI image segmentation." IEEE Transactions on Fuzzy Systems (2020). [Link]
  7. Kumar, Dhirendra, Inder Khatri, Aaryan Gupta, and Rachana Gusain. "Kernel picture fuzzy clustering with spatial neighborhood information for MRI image segmentation." Soft Computing (2022):
  8. Gupta, Akshansh, Dhirendra Kumar, Hanuman Verma, M. Tanveer, Andreu Perez Javier, Chin-Teng Lin, and Mukesh Prasad. "Recognition of multi-cognitive tasks from EEG signals using EMD methods." Neural Computing and Applications (2022): 1-18.
  9. Kumar, Puneet, Dhirendra Kumar, and Ramesh Kumar Agrawal. "Fuzzy k-plane clustering method with local spatial information for segmentation of human brain MRI image." Neural Computing and Applications 34, no. 6 (2022): 4855-4874.[Link]

Conference paper

  1. Kumar, Dhirendra, and Ramesh Kumar Agrawal. "Dimensionality Reduction of SIFT Descriptor Using Vector Decomposition for Image Classification." International Conference on Soft Computing and Pattern Recognition. Springer, Cham, 2016. [Link]
  2. Gupta, A., Kumar, D., & Chakraborti, A. (2018, April). Hurst Exponent as a New Ingredient to Parametric Feature Set for Mental Task Classification. In Information and Decision Sciences: Proceedings of the 6th International Conference on FICTA (Vol. 701, p. 129). Springer.[Link]
  3. Gupta, A., Kumar, D., Chakraborti, A., & Singh, V. K. (2019). Distinguishing Two Different Mental States of Human Thought Using Soft Computing Approaches. In Machine Intelligence and Signal Analysis (pp. 323-333). Springer, Singapore.[Link]
  4. Tanveer, M., Gupta, A., Kumar, D., Priyadarshini, S., Chakraborti, A., & Mallipeddi, R. (2018, October). Cognitive Task Classification Using Fuzzy Based Empirical Wavelet Transform. In 2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC) (pp. 1761-1766). IEEE.[Link]
  5. Kumar, D., Agrawal, R. K., & Kirar, J. S. (2019, June). Intuitionistic Fuzzy Clustering Method with Spatial Information for MRI Image Segmentation. In 2019 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) (pp. 1-7). IEEE. [Link]
  6. Kumar, Puneet, Dhirendra Kumar, and Ramesh Kumar Agrawal. "Fuzzy Entropy k-Plane Clustering Method and Its Application to Medical Image Segmentation." In International Conference on Computer Vision and Image Processing, pp. 350-361. Springer, Cham, 2022.
  7. Javed, Ahmad, Jatin Khatri, and Dhirendra Kumar. "Prior Information Guided Fuzzy Clustering with Spatial Neighborhood Information for MRI Image Segmentation." In Soft Computing for Problem Solving, pp. 263-278. Springer, Singapore, 2021.

कर्मणयेवाधिकारस्ते मा फलेषु कदाचन। मा कर्मफलहेतुर्भूर्मा ते सङ्गोऽस्त्वकर्मणि।।

Last Updated : 2023-03-31 17:38:41