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, SQL database 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 Gold Medalist NCC C Certificate, A Grade 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
6 Hindi Pakhwada 2020 First Prize Self-Written Hindi Poem Recitation NIT Hamirpur 2020
7 TPC member of COMSYS 2020 and COMSYS 2021 International Conference on Frontiers in Computing and Systems (COMSYS-2021) Conference 2021

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, Control. 47:115–125, 2019. doi: 10.1016/j.bspc.2018.06.003 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, doi: 10.1016/j.image.2017.05.013. 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, 2017. doi: 10.1016/j.jocs.2017.02.009 Journal of Computational Science SCI
2016 Gupta N, Jha R K Enhancement of dark images using dynamic stochastic resonance with anisotropic diffusion, 25 (2). 2016. SPIE. doi: 10.1117/1.JEI.25.2.023017 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, doi: 10.1002/ima.22128. 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)
Ph.D Pavinder Object detection On going 2020 Dr. Pawan Kumar Sharma

Patents



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

Teaching Experience



Position Held Department and Organization From To Total Experience
Assistant Professor, Grade II Mathematics and Scientific Computing Department, NIT Hamirpur 14/10/2019 Till Date

Administrative Experience



Position Held Department and Organization From To
Girls Hall Representative, Sports Committee Head PDPM IIITDM Jabalpur 01/08/2013 31/12/2017
Assistant Faculty-In-charge NCC Army Wing, NIT Hamirpur 03/12/2019 02/08/2020
Assistant Faculty-In-charge Sports Activities and Yoga, NIT Hamirpur 03/12/2019 02/08/2020
OIC Departmental Information (Newsletter) DoMSC, NIT Hamirpur 03/03/2020
Virtual Lab Coordinator Departmental Level DoMSC, NIT Hamirpur 09/09/2020
OIC Basic Computational Lab DoMSC, NIT Hamirpur 03/03/2020
Assistant Warden AGH & PGH, NIT Hamirpur 28/05/2020 08/08/2020

Book/Chapters Written



Type Title Publisher Author(s) ISBN/ISSN No. Year
Book Chapter An Adaptive Smart Health-Care System to detect Tumor from Brain MRI using Machine Learning Algorithm Elsevier Nidhi Gupta 9780323911719 2021

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
workshop e-Workshop (Online Mode) Recent Trends in Information Security and Blockchain Technology (ISBT- 2021) NIT Hamirpur 28/04/2021 02/05/2021 Coordinator

Profile Summary

Last Update: 28/08/2021 11:02pm
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
Assistant Professor, Grade II Mathematics and Scientific Computing Department, NIT Hamirpur 14/10/2019 Till Date

Administrative Experience


Position Held Department And Organization From To
Girls Hall Representative, Sports Committee Head PDPM IIITDM Jabalpur 01/08/2013 31/12/2017
Assistant Faculty-In-charge NCC Army Wing, NIT Hamirpur 03/12/2019 02/08/2020
Assistant Faculty-In-charge Sports Activities and Yoga, NIT Hamirpur 03/12/2019 02/08/2020
OIC Departmental Information (Newsletter) DoMSC, NIT Hamirpur 03/03/2020
Virtual Lab Coordinator Departmental Level DoMSC, NIT Hamirpur 09/09/2020
OIC Basic Computational Lab DoMSC, NIT Hamirpur 03/03/2020
Assistant Warden AGH & PGH, NIT Hamirpur 28/05/2020 08/08/2020

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, Control. 47:115–125, 2019. doi: 10.1016/j.bspc.2018.06.003 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, doi: 10.1016/j.image.2017.05.013. 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, 2017. doi: 10.1016/j.jocs.2017.02.009 SCI
2016 Gupta N, Jha R K Journal of Electronic Imaging Enhancement of dark images using dynamic stochastic resonance with anisotropic diffusion, 25 (2). 2016. SPIE. doi: 10.1117/1.JEI.25.2.023017 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, doi: 10.1002/ima.22128. 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
Book Chapter Nidhi Gupta An Adaptive Smart Health-Care System to detect Tumor from Brain MRI using Machine Learning Algorithm Elsevier 9780323911719 2021

Research Supersion


Programme Name Scholar Name Research Topic Status Year Co-Superivisor(s)
phd Pavinder Object detection On going 2020 Dr. Pawan Kumar Sharma

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
workshop e-Workshop (Online Mode) Recent Trends in Information Security and Blockchain Technology (ISBT- 2021) NIT Hamirpur 28/04/2021 02/05/2021 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 Gold Medalist NCC C Certificate, A Grade 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
6 Hindi Pakhwada 2020 First Prize Self-Written Hindi Poem Recitation NIT Hamirpur 2020
7 TPC member of COMSYS 2020 and COMSYS 2021 International Conference on Frontiers in Computing and Systems (COMSYS-2021) Conference 2021