profile

Dr. Nidhi Gupta

Assistant Professor

Dr. Nidhi Gupta is working as Assistant Professor in the department of Mathematics and Scientific Computing, at National Institute of Technology, Hamirpur. She obtained her MSc degree from Central University of Allahabad, Allahabad, in the year 2010. She obtained her MTech and PhD degree (under dual degree) in the year 2018 from Indian Institute of Information Technology, Design and Manufacturing, Jabalpur. She has worked as a Post-Doctoral Fellow at National Laboratory of Pattern Recognition, Chinese Academy of Sciences, Beijing, China, under CAS Presidential International Fellowship Initiative (PiFi). She has qualified National level examination like GATE and UGC NET in Computer Science. She is an outstanding reviewer of several reputed SCI journals and Scopus conferences. She is a NCC C Certificate holder with A grade and gold medalist. Her research interest includes image processing, machine learning, computer vision and pattern recognition algorithms. She has expertise in MATLAB, Python (basic), and C programming.

Name : Dr. Nidhi Gupta
Designation : Assistant Professor
Department : Mathematics & Scientific Computing
Qualification : MSc, MTech, PhD, PostDoc
Phone :
Email ID : nidhi@nith.ac.in
Google Scholar Link : View

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General Information



Name : Dr. Nidhi Gupta
Designation : Assistant Professor
Department : Mathematics & Scientific Computing
Qualification : MSc, MTech, PhD, PostDoc
Date of Birth : 16/05/1988
Date of joining : 14/10/2019

Contact Details

Phone :
Email ID : nidhi@nith.ac.in

Specialization

Image Processing, Pattern Recognition, Computer Vision, Machine Learning

Position Held



Position Department Name Institute Name Time Period

Educational Qualification



Name of the Degree Year of Passing Institute/University
PostDoc 2019 Chinese Academy of Sciences, Beijing, China
PhD 2018 Indian Institute of Information Technology, Design and Manufacturing, Jabalpur, India
MTech 2013 Indian Institute of Information Technology, Design and Manufacturing, Jabalpur, India
MSc 2010 University of Allahabad
BSc 2008 University of Allahabad

Honors & Recognitions Achieved



Sr.No. Title Activity Given By Year
1 International Travel Grant Received International Travel Grant from Department of Science and Technology, SERB, New Delhi SERB 2016
2 NCC NCC C Certificate NCC 2007
3 NET Qualified UGC NET December 2015 in Computer Science and Applications NET 2015
4 GATE Qualified GATE in Computer Science and Engineering in 2011 and 2012 with score 94.5 and 96.7 percentile respectively MHRD 2011
5 PostDoc Fellowship Received CAS President’s International Fellowship Initiative (PIFI) for 2018 Chinese Academy of Sciences 2017

Research Experience



Research Interests : Image Processing, Pattern Recognition, Computer Vision, Machine Learning
Brief Research Statement : Worked on application based research using image processing and machine learning algorithms.

Journal Publications



Year Author(s) Title & Vol. No. Journal Name Indexing (SCI) Web of Science/Scopus
2019 Gupta N, Bhatele P, Khanna P Glioma detection on brain MRIs using texture and morphological features with ensemble learning,47:115–125 Biomedical Signal Processing and Control SCI
2017 Gupta N, Khanna P A non-invasive and adaptive CAD system to detect brain tumor from T2-weighted MRIs using customized Otsu’s thresholding with prominent features and supervised learning, Signal Processing: Image Communication SCI
2018 Gupta N, Bhatele P, Khanna P Identification of gliomas from brain MRIs through adaptive segmentation and run length of centralized patterns, 25:213-220 Journal of Computational Science SCI
2016 Gupta N, Jha R K Enhancement of dark images using dynamic stochastic resonance with anisotropic diffusion, Journal of Electronic Imaging SCI
2015 Gupta N, Khanna P A fast and efficient computer aided diagnostic system to detect tumor from brain magnetic resonance imaging, 25:123–130 International Journal on Imaging Systems and Technology SCI

Conference Publications



Year Author(s) Title Conference name with place Indexing (SCI/Web of science/Scopus)
2019 Gupta N, Bhatele P, and Khanna P Customized expectation maximization for glioma segmentation and identification from brain MRIs 15th International Conference on Machine Learning and Data Mining 2019, USA Scopus
2018 Gupta N, Mishra S, and Khanna P Glioma segmentation and identification from brain MRIs using superpixels and FCM clustering IEEE Conference on Information and Communication Technology, Jabalpur, India Scopus
2017 Gupta N, Mishra S, Khanna P Classification of brain MRIs forming superpixels International Conference on Advanced Computational and Communication Paradigms, Sikkim, India Scopus
2016 Gupta N, Seal A, Bhatele P, Khanna P Selective block based approach for neoplasm detection from T2-weighted brain MRIs, IEEE International Conference on Image and Signal Processing, Beijing, China Scopus

Research Projects



Role Project Type Title Funding Agency From To Amount Status Co-Investigator Sanction Order Sanction Date

Research Supervision



Programme Name Scholar Name Research Topic Status Year Co-Suprivisor(s)

Patents



Title Reg./Ref.No. Date of Award/Filling Awarding Agencies Status

Teaching Experience



Position Held Department and Organization From To Total Experience

Administrative Experience



Position Held Department and Organization From To
Girls Hall Representative Indian Institute of Information Technology, Design and Manufacturing, Jabalpur, India 01/08/2013 31/12/2017

Book/Chapters Written



Type Title Publisher Author(s) ISBN/ISSN No. Year

Expert Talks



Title Place Year Description of Event
Smart Healthcare Applications Nanjing, China, May 10-11 2019 2019 BIT’s 6th Annual Congress of InfoTech 2019
Introduction to AI for Data Analytics VIT Jaipur, India, August 29 - September 2, 2020 2020 TEQIP-III Sponsored FDP on Data Analytic Technique for Research and Innovation and their Advancement

Consultancy



Title of Consultancy Client Organization Faculty Involved Amount(INR) Status

International and National Exposure



Sr.No. Title Description
1 Document Analysis PostDoc Presidential Fellowship

Conferences/Courses Organized



Category Type Title Venue From To Designation
workshop e-Workshop (Online Mode) e-Workshop on MATHEMATICAL AND STATISTICAL METHODS FOR MACHINE LEARNING (MSML-2020) NIT Hamirpur 07/11/2020 11/11/2020 Coordinator

Profile Summary

Last Update: 19/10/2020 11:23pm
Logo
Name : Dr. Nidhi Gupta
Designation : Assistant Professor
Department : Mathematics & Scientific Computing
Qualification : MSc, MTech, PhD, PostDoc
Phone :
Email ID : nidhi@nith.ac.in
Profile URL : https://portfolios.nith.ac.in/index.php?/nith/dr-nidhi-gupta
Date of Birth : 16/05/1988
Date of Joining : 14/10/2019

Specialization

Image Processing, Pattern Recognition, Computer Vision, Machine Learning

Education Qualification


Name of the Degree Year of Passing Institute/University
PostDoc 2019 Chinese Academy of Sciences, Beijing, China
PhD 2018 Indian Institute of Information Technology, Design and Manufacturing, Jabalpur, India
MTech 2013 Indian Institute of Information Technology, Design and Manufacturing, Jabalpur, India
MSc 2010 University of Allahabad
BSc 2008 University of Allahabad

Teaching Experience


Programme Name Department And Organization From To Total Experience

Administrative Experience


Position Held Department And Organization From To
Girls Hall Representative Indian Institute of Information Technology, Design and Manufacturing, Jabalpur, India 01/08/2013 31/12/2017

Research Experience

Research Interests : Image Processing, Pattern Recognition, Computer Vision, Machine Learning
Brief Research Statement : Worked on application based research using image processing and machine learning algorithms.

Research Projects


Role Project Type Title Funding Agency From To Amount Status Co-Investigator Sanction OrderSanction Date

Journal Publications


Year Author(s) Journal Name Title & Vol. No. Indexing (SCI/Web of science/Scopus)
2019 Gupta N, Bhatele P, Khanna P Biomedical Signal Processing and Control Glioma detection on brain MRIs using texture and morphological features with ensemble learning,47:115–125 SCI
2017 Gupta N, Khanna P Signal Processing: Image Communication A non-invasive and adaptive CAD system to detect brain tumor from T2-weighted MRIs using customized Otsu’s thresholding with prominent features and supervised learning, SCI
2018 Gupta N, Bhatele P, Khanna P Journal of Computational Science Identification of gliomas from brain MRIs through adaptive segmentation and run length of centralized patterns, 25:213-220 SCI
2016 Gupta N, Jha R K Journal of Electronic Imaging Enhancement of dark images using dynamic stochastic resonance with anisotropic diffusion, SCI
2015 Gupta N, Khanna P International Journal on Imaging Systems and Technology A fast and efficient computer aided diagnostic system to detect tumor from brain magnetic resonance imaging, 25:123–130 SCI

Conference Publications


Year Author(s) Conference Title Indexing
2019 Gupta N, Bhatele P, and Khanna P 15th International Conference on Machine Learning and Data Mining 2019, USA Customized expectation maximization for glioma segmentation and identification from brain MRIs Scopus
2018 Gupta N, Mishra S, and Khanna P IEEE Conference on Information and Communication Technology, Jabalpur, India Glioma segmentation and identification from brain MRIs using superpixels and FCM clustering Scopus
2017 Gupta N, Mishra S, Khanna P International Conference on Advanced Computational and Communication Paradigms, Sikkim, India Classification of brain MRIs forming superpixels Scopus
2016 Gupta N, Seal A, Bhatele P, Khanna P IEEE International Conference on Image and Signal Processing, Beijing, China Selective block based approach for neoplasm detection from T2-weighted brain MRIs, Scopus

Book/Chapters Written


Type (Book/Chapter) Author(s) Title Publisher ISBN/ISSN No. Year

Research Supersion


Programme Name Scholar Name Research Topic Status Year Co-Superivisor(s)

Patents


Name Reg./Ref.No. Date of Award/Filling Awarding Agencies Status

Conferences/Workshop/Courses Organized


Category Type Title Venue From To Designation
workshop e-Workshop (Online Mode) e-Workshop on MATHEMATICAL AND STATISTICAL METHODS FOR MACHINE LEARNING (MSML-2020) NIT Hamirpur 07/11/2020 11/11/2020 Coordinator

Expert Talks


Title Place Year Description of Event
Smart Healthcare Applications Nanjing, China, May 10-11 2019 2019 BIT’s 6th Annual Congress of InfoTech 2019
Introduction to AI for Data Analytics VIT Jaipur, India, August 29 - September 2, 2020 2020 TEQIP-III Sponsored FDP on Data Analytic Technique for Research and Innovation and their Advancement

Consultancy


Title of Consultancy Client Organization Faculty Involved Amount(INR) Status

International and National Exposure


Sr.No. Title Description
1 Document Analysis PostDoc Presidential Fellowship

Honors & Recognitions Achieved


Sr.No. Title Activity Given By Year
1 International Travel Grant Received International Travel Grant from Department of Science and Technology, SERB, New Delhi SERB 2016
2 NCC NCC C Certificate NCC 2007
3 NET Qualified UGC NET December 2015 in Computer Science and Applications NET 2015
4 GATE Qualified GATE in Computer Science and Engineering in 2011 and 2012 with score 94.5 and 96.7 percentile respectively MHRD 2011
5 PostDoc Fellowship Received CAS President’s International Fellowship Initiative (PIFI) for 2018 Chinese Academy of Sciences 2017