Department of Computer Science & Engineering The LNM Institute of Information Technology

Dr. Aloke Datta

Personal Information


Name Dr. Aloke Datta
Designation Assistant Professor
Department Computer Science & Engineering
URL
Date of Joining -
Research Area :
Hyperspectral Image Analysis, Pattern Recognition, Soft Computing, Image Processing

Courses Taught

UG Courses Theory of Computation, Computer Programming, Design and Analysis of Algorithm, Computer Graphics, Soft Computing, Pattern Recognition, Digital Image Processing
PG Courses Pattern Recognition, Digital Image Processing

Contact Information


Address Room No:- 0014, Incubation Building, The LNM Institute of Information Technology, Gram- Rupa Ki Nangal, Sumel, Pin- 302031
City JAIPUR
State RAJASTHAN
Country INDIA
Email Address aloke.datta@lnmiit.ac.in
Phone [Mobile] -
Office Extension 1424

Academic Information


Degree/Diploma Institute/ Organization Year Branch/Specialization
2 Ph. D.   (Doctor of Philosophy ) Jadavpur University ( work carried out at Indian Statistical Institute, Kolkata) 2017 CSE
1 M. Tech.   (Master of Technology ) NIT Rourkela 2009 CSE

Research Publications


 
1 A. Datta, S. Ghosh and A. Ghosh, “Hyperspectral Remote Sensing Images and Supervised Feature Extraction”, in the book “Cloud Computing for Geospatial Big Data Analytic. Studies in Big Data”, by publisher “Springer Cham”, vol 49, pp. 265-289, 2019, ISBN 978-3-030- 03358-3 and ISBN 978-3-030-03359-0 (e-book) (DOI: https://doi.org/10.1007/978-3- 030-03359-0_13)      2019      


2 A. Datta, S. Ghosh and A. Ghosh, “PCA, Kernel PCA and Dimensionality Reduction in Hyperspectral Images”, in the book “Advances in Principal Component Analysis”, by publisher “Springer Singapore Pte Ltd”, pp. 19-46, 2018, ISBN 978-981-10-6703-7 and ISBN 978-981-10-6704-4 (e-book)      2018      


3 D. I. Alam, S. R. N. Anal and A. Datta, “Facial Expression Recognition using 2DPCA on Segmented Images”, Proceedings of IEEE International Conference on Advanced Computational and Communication Paradigm (ICACCP-2017), (as a book chapter in Advanced Computational and Communication Paradigms. Advances in Intelligent Systems and Computing, Vol. 706) pp. 289-297, 2018 (Springer, Singapore)      2018      


4 A. Datta and A. Chakrovarty, “Hyperspectral Image Segmentation using Multi-dimensional Histogram over Principal Components Images”, Proceedings of 4th International Conference on Computing Communication and Automation(ICACCCN 2018), Delhi, India, pp. 857--862, October, 2018 (IEEE Xplore)      2018      


5 A. Datta, S. Ghosh and A. Ghosh, "Unsupervised Band Extraction for Hyperspectral Images using Clustering and kernel Principal Component Analysis ", International Journal of Remote Sensing, Vol. 38, No. 3, pp. 850-873, 2017 (DOI: 10.1080/01431161.2016.1271470) (Taylor and Francis)      2017      


6 A. Datta, S. Ghosh and A. Ghosh, " Supervised Band Extraction of Hyperspectral Images using Partitioned Maximum Margin Criterion", IEEE Geoscience and Remote Sensing Letters, Vol. 14, No. 1, pp. 82-86, 2017 (DOI: 10.1109/LGRS.2016.2628078)      2017      


7 C. Lalengmawia, A. Bhattacharya and 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 (ICRTIT 2016), Chennai, India, pp.1-5, 2016      2016      


8 A. Kumar and A. Datta, “Adaptive Edge Discriminated Median Filter To Remove Impulse Noise”, Proceedings of IEEE International Conference on Computing, Communication and Automation (ICCCA 2016), Delhi, India, pp. 1409-1413, 2016      2016      


9 A. Datta, S. Ghosh and A. Ghosh, "Combination of Clustering and Ranking Techniques for Unsupervised Band Selection of Hyperspectral Images", IEEE Journal of Selected Topics in Applied Earth Observation and Remote Sensing, Vol. 8, No. 6, pp. 2814-2823, 2015(DOI: 10.1109/JSTARS.2015.2428276)      2015      


10 A. Datta, S. Ghosh and A. Ghosh, " Band Elimination of Hyperspectral Imagery using Partitioned Band Image Correlation and Capacitory Discrimination", International Journal of Remote Sensing, Vol. 35, No. 2, pp. 554-577, 2014 (DOI: 10.1080/01431161.2013.871392) (Taylor and Francis)      2014      


11 A. Datta, S. Ghosh and A. Ghosh, "Maximum Margin Criterion based Band Extraction of Hyperspectral Imagery", Proceedings of Fourth International Conference on Emerging Applications of Information Technology, Kolkata, India, pp.300-304, 2014      2014      


12 A. Datta, S. Ghosh and A. Ghosh, " Band Elimination of Hyperspectral Imagery using Correlation of Partitioned Band Image", Proceedings of International Conference on Advances in Computing, Communications and Informatics, Mysore, India, pp. 412- 417 2013      2013      


13 A. Ghosh, A. Datta and S. Ghosh, "Self-adaptive Differential Evolution for Feature Selection in Hyperspectral Image Data", Applied Soft Computing, Vol. 13, Issue 4, pp. 1969-1977, 2013(DOI: 10.1016/j.asoc.2012.11.042) (Elsevier)      2013      


14 A. Datta, S. Ghosh and A. Ghosh, “Clustering based Band Selection for Hyperspectral Images”, Proceedings of International Conference on Communication, Devices and Intelligent Systems, Kolkata, India, pp.105-108, 2012      2012      


15 A. Datta, S. Ghosh and A. Ghosh, "Wrapper based Feature Selection in Hyperspectral Image Data using Self-adaptive Differential Evolution", Proceedings of International Conference on Image Information Processing, Shimla, India, pp.1-6, 2011      2011      


Academic Experience

 
Name of Institute Post/Designation Duration From Duration To
1 NIT Meghalaya Assistant Professor 2014 2019

Training/Conferences/Short Term Courses Attended

Type Month Year Information
1 SEPT 2018 Workshop on Outcome Based Accreditation (Challenges and Opportunities) during September 22-23, 2018 at NIT Meghalaya.
2 JULY 2018 Summer Training for Senior Faculty on Active Learning during July 2-6, 2018, at IIT Indore
3 DEC 2014 Fourth International Conference on Emerging Applications of Information Technology (EAIT 2014), Kolkata, India, December 19-21, 2014
4 AUG 2013 International Conference on Advances in Computing, Communications and Informatics (ICACCI-2013), Mysore, India, August 22-25, 2013
5 DEC 2012 International Conference on Communication, Devices and Intelligent Systems (CODIS-2012), Kolkata, India, December 28-29, 2012
6 JUN 2012 Workshop on Social Network Analysis (SNAW’12) during June 27-28, 2012 organized by Center for Soft Computing Research, Indian Statistical Institute, Kolkata
7 FEB 2012 Workshop on Bioinformatics (WBI’12) during Feb 15-17, 2012 organized by Center for Soft Computing Research, Indian Statistical Institute, Kolkata
8 NOV 2011 International Conference on Image Information Processing (ICIIP-2011), Jaypee University of Information Technology, Waknaghat, Shimla, India, November 3-5, 2011
9 JAN 2011 Workshop on Soft Computing and Applications (WSCA’11) during Jan 13-15, 2011 Bhubaneswar, Orissa
10 JULY 2007 AICTE Sponsored Staff Development Program on Soft Computing Techniques, Department of CSE&IT, Siliguri Institute of Technology, Siliguri, W.B., 23rd July to 4th August, 2007
11 DEC 2007 10TH International Conference on Information Technology (ICIT-2007), National Institute of Technology, Rourkela, India, December 17-20, 2007

Expert Lectures

  1. Invited talk on “Hyperspectral Image Analysis” in “Third Workshop on Computing: Theory and Applications”, organized by Computer and Communication Science Division (CCSD), Indian Statistical Institute (ISI) Kolkata, at NIT Meghalaya on February 19-24, 2018 FEB  2018
  2. Invite talk on “Dimensionality Reduction in Hyperspectral Images” in “National Workshop on Remote Sensing and Signal Processing” at Department of Electronics and Communication Technology, Gauhati University on 15th-16th May, 2017 MAY  2017
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