The LNM Institute of Information Technology

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Aloke Datta

aloke.datta@lnmiit.ac.in

Date of joining:

08-08-2019

Department:

Computer Science Engineering


Summary


Biography


Research Area

Hyperspectral Image Analysis, Pattern Recognition, Soft Computing, Image Processing, Machine Learning

Personal information

Name

Designation

Department

ORCID

Scopus_link

Website

Dr. Aloke Datta

Assistant Professor

Computer Science Engineering

Education

Degree/DiplomaInstitute/ OrganizationYearBranch/Specialization
1Ph. D. Doctor of PhilosophyJadavpur University ( work carried out at Indian Statistical Institute, Kolkata)2017CSE
2M. Tech. Master of TechnologyNIT Rourkela2009CSE

Projects

Name of ProjectTotal Cost of ProjectFunding AgencyDuration FromDuration To
1Investigation of Efficient Deep Learning Techniques for Hyperspectral Image Analysis98500ISRO- RACS MNIT Jaipur20232024

Experience

Name of OrganizationPost/DesignationDuration FromDuration To
1NIT MeghalayaAssistant Professor20142019

Publications

1Vedant Anand Koranne, Emmet J. Ientilucci, Abhishek Dey, Aloke Datta and Susmita Ghosh, Segmentation of Smoke Plumes using Fast Local Laplacian Filtering, Seventh International Conference on Computer Vision & Image Processing (CVIP 2022), October 2022
2A. 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, August 2017
3A. Datta, Raj Bahadur Singh, Identification of Brain Cancer using Medical Hyperspectral Image Analysis, Computational Intelligence for Oncology and Neurological Disorders: Current Practices and Future Directions ( in press), February 2024
4A. Datta, Gaurav Niranjan, S. Ghosh, A. Ghosh, Biogeography based Band Selection for Hyperspectral Image Classification using CNNs, Computational Intelligence-based Hyperspectral Image Analysis (accepted), February 2024

Expert lectures

MonthYearInformation
1July2022Contributed as a trainer in Executive Development Programme (EDP) on “Foundation on Data Science and Machine Learning” at the LNMIIT, 25th to 30th July, 2022 2022
2March2021Invited talk on “Remote Sensing Image Analysis” in 3rd International Workshop on Multimedia Applications at the LNMIIT Jaipur, 02-06 March, 2021. MAR 2021
3February2018Invited 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
4May2017Invite 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

Workshop attended

TypeMonthYearInformation
1Conference - InternationalNovember2023Eight International Conference on Computer Vision & Image Processing (CVIP 2023), Nov. 3 -5, 2023, IIT Jammu
2TrainingJuly2022Faculty Development Program on “Mentoring Pedagogy and Classroom Delivery Enhancement Techniques” on 04 –09 July, 2022, organized by Electronics & ICT Academy, IIT Guwahati, Assam, at SLIET, Longowal, Punjab in online mode.
3TrainingAugust2022Faculty Development Program on “Recent Trends in Machine Learning Techniques and its Applications using Python” on 25th July –04th August, 2022, organized by Electronics & ICT Academy, NIT Warangal, IIITDM Kurnool and MLR Institute of Technology, Hyderabad in online mode.
4Conference - NationalSeptember2018Workshop on Outcome Based Accreditation (Challenges and Opportunities) during September 22-23, 2018 at NIT Meghalaya.
5TrainingJuly2018Summer Training for Senior Faculty on Active Learning during July 2-6, 2018, at IIT Indore
6Conference - InternationalDecember2014Fourth International Conference on Emerging Applications of Information Technology (EAIT 2014), Kolkata, India, December 19-21, 2014
7Conference - InternationalAugust2013International Conference on Advances in Computing, Communications and Informatics (ICACCI-2013), Mysore, India, August 22-25, 2013
8Conference - InternationalDecember2012International Conference on Communication, Devices and Intelligent Systems (CODIS-2012), Kolkata, India, December 28-29, 2012
9Conference - NationalJune2012Workshop on Social Network Analysis (SNAW’12) during June 27-28, 2012 organized by Center for Soft Computing Research, Indian Statistical Institute, Kolkata
10Conference - NationalFebruary2012Workshop on Bioinformatics (WBI’12) during Feb 15-17, 2012 organized by Center for Soft Computing Research, Indian Statistical Institute, Kolkata
11Conference - InternationalNovember2011International Conference on Image Information Processing (ICIIP-2011), Jaypee University of Information Technology, Waknaghat, Shimla, India, November 3-5, 2011
12WorkshopJanuary2011Workshop on Soft Computing and Applications (WSCA’11) during Jan 13-15, 2011 Bhubaneswar, Orissa
13TrainingAugust2007AICTE 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
14Conference - InternationalDecember200710TH International Conference on Information Technology (ICIT-2007), National Institute of Technology, Rourkela, India, December 17-20, 2007

Workshop conducted

TypeMonthYearInformation
1WorkshopMarch2022Fourth International Workshop on Multimedia Applications (IWMA, 2022) from 14 to 18 March 2022 (Online Mode) as Organizing Chair.
2WorkshopMarch2021Third International Workshop on Multimedia Applications (IWMA, 2021) from 02 to 06 March 2021 (Online Mode) as Convener.