NITMLOGO

NIT Meghalaya

COMPUTER SCIENCE AND ENGINEERING Department

Profile:

Mr. Aloke Datta

Assistant Professor

Ph. D (Pursuing)

M.Tech

E-mail: alokedatta@nitm.ac.in

Tel:

 

 

Research Interest

  • Image Processing
  • Pattern Recognition
  • Soft Computing
  • Hyperspectral Image Analysis
  • Remote Sensing

Educational Qualifications

  • Ph. D in CSE from Jadavpur University in 2012-till date (Pursuing)
  • M.Tech in CSE from NIT Rourkela in 2009

Publications

International Journals:

  • A. Datta, S. Ghosh, A. Ghosh, Unsupervised Band Extraction for Hyperspectral Images using Clustering and kernel Principal Component Analysis, International Journal of Remote Sensing, Vol.-38, Issue No.-3, Page Nos -850-873, 2017.
  • A. Datta, S.Ghosh, A. Ghosh, Supervised Band Extraction of Hyperspectral Images using Partitioned Maximum Margin Criterion, IEEE Geoscience and Remote Sensing Letters, Vol.-14, Issue No.-1, Page Nos -82-86, 2017.
  • A. Datta, S. Ghosh, A. Ghosh, Combination of Clustering and Ranking Techniques for Unsupervised Band Selection of Hyperspectral Images, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol.-8, Issue No.-6, Page Nos -2814-2823, 2015.
  • A. Datta, S. Ghosh, A. Ghosh, Band Elimination of Hyperspectral Imagery using Partitioned Band Image Correlation and Capacitory Discrimination, International Journal of Remote Sensing, Vol.-35, Issue No.-2, Page Nos -554-577, 2014.
  • A. Ghosh, A. Datta, S. Ghosh, Self-adaptive Differential Evolution for Feature Selection in Hyperspectral Image Data, Applied Soft Computing, Vol.-13, Issue No.-4, Page Nos -1969-1977, 2013.


International Conferences:

  • A. Kumar, A. Datta, Adaptive Edge Discriminated Median Filter To Remove Impulse Noise, Proceedings of IEEE International Conference on Computing, Communication and Automation, Period -29-30 April, Place -Delhi, India, Page -1-5, 2016.
  • C. Lalengmawia, A. Bhattacharya, A Datta, Image Stenography using Advanced Encryption Standard for implantation of Audio/Video Data, Proceedings of Fifth International Conference on Recent Trends in Information Technology, Period -08-09 April, Place -Chennai, India, Page -xx, 2016.
  • A. Datta, S. Ghosh, A. Ghosh, Maximum Margin Criterion based Band Extraction of Hyperspectral Imagery, Fourth International Conference on Emerging Applications of Information Technology, Period -December 19-21, Place -Kolkata, India, Page -300-304, 2014.
  • A. Datta, S. Ghosh, A. Ghosh, Band Elimination of Hyperspectral Imagery using Correlation of Partitioned Band Image, International Conference on Advances in Computing, Communications and Informatics, Period -August 22-25, Place -Mysore, India, Page -412-417, 2013.
  • A. Datta, S. Ghosh, A. Ghosh, Clustering based Band Selection for Hyperspectral Images, International Conference on Communication, Devices and Intelligent Systems, Period -December 28-29, Place -Kolkata, India, Page -105-108, 2012.
  • A. Datta, S. Ghosh, A. Ghosh, Wrapper based Feature Selection in Hyperspectral Image Data using Self-adaptive Differential Evolution, International Conference on Image Information Processing, Period -November 3-5, Place -Shimla, India, Page -1-5, 2011.


National Conferences:

  • A. Datta, P. K. Sa, B. Majhi, An Impulse Noise Filter Using Second-Order-Difference Detection, National Conference on Recent Advances in Communication Technology, Period -January30-February1, Place -Rourkela, India, Page -134-138, 2009.



Courses Taught

Previous/Other Semester/Year
  • Image Processing , Autumn Semester, 2014
  • Image Processing, Autumn Semester, 2015
  • Object Oriented Programming And Design, Spring Semester, 2015
  • Image Processing, Spring Semester, 2015
  • Image Processing , Autumn Semester, 2015
  • Object Oriented Programming And Design, Spring Semester, 2016
  • Pattern Recognition, Spring Semester, 2016

Students Supervised/Supervising

  • M.Tech
  • Ankit Kumar, M.Tech, Removal of Random valued Impulsive noise from image, 2015-2016
  • C. Lalengmawia, M.Tech, Encryption of video/audio data in Images, 2015-2016

© 2014 NIT Meghalaya, Laitumkhrah, Shillong-793003, Meghalaya, India