profile
Dr. Nidhi Gupta
Assistant ProfessorDr. Nidhi Gupta is working as an Assistant Professor in the department of Mathematics and Scientific Computing, at National Institute of Technology, Hamirpur. She has obtained MSc degree from Central University of Allahabad, Allahabad, in the year 2010. She has obtained 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, deep learning, computer vision and pattern recognition algorithms. She has expertise in MATLAB, Python, SQL database and C programming.
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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
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 since 2020 | International Conference on Frontiers in Computing and Systems (COMSYS) | Conference | 2021 |
| 8 | Chaired Technical Session and TPC member in MAI 2022 | Machine Vision and Augmented Intelligence Conference held on March 4-6, 2022 at NIT Jamshedpur | Conference | 2022 |
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 |
| 2022 | Kumar N and Gupta N | A Comprehensive Study on Machine Learning Approaches for Emotion Recognition | 2nd International Conference on Artificial Intelligence and Signal Processing, VIT AP University, AP, India | Scopus |
| 2022 | Jhala V and Gupta N | Retrospective Review on Object Detection Approaches using Boundary Information | 2nd International Conference on Emerging Trends and Technologies on Intelligent Systems, CDAC, Noida, India | Scopus |
Research Projects
| Role | Project Type | Title | Funding Agency | From | To | Amount | Status | Co-Investigator | Sanction Order | Sanction Date |
|---|---|---|---|---|---|---|---|---|---|---|
| Co-Principal Investigator | Research and Development | AI based Automatic Attendance and Behavior Monitoring Solutions | Isnartech Pvt. Ltd | 01/03/2022 | 01/08/2022 | 600000 | On Going | Dr. Nidhi Gupta | SN/AIDPT/PR08 | 21/02/2022 |
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 |
| Ph.D | Neeraj | Image Security | On Going | 2021 | Dr. Rifaqat Ali (Main) |
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 |
| Assistant Warden | PGH, NIT Hamirpur | 03/03/2022 |
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 |
| AI for Real-World Advanced Applications | Bharati Vidyapeeth’s College of Engineering, New Delhi, Dec 16-22, 2021 | 2021 | AICTE-ISTE Sponsored FDP on Advancement in ML & AI |
| Deep Learning: Concepts and Applications | Graphics Era University, Dehradun, Uttarakhand, February 12, 2022 | 2022 | Expert Lecture Series |
| Artificial Intelligence towards Automation | School of Automation Bansathali Vidhyapith, Rajasthan, March 9-14, 2022 | 2022 | FDP on Artificial Intelligence, Robotics and Automation |
Consultancy
| Title of Consultancy | Client Organization | Faculty Involved | Amount(INR) | Status |
|---|
International and National Exposure
| Sr.No. | Title | Description |
|---|---|---|
| 1 | PostDoc Presidential Fellowship from Chinese Academy of Sciences (PiFi 2018-19) Beijing, China | PostDoc Presidential Fellowship |
| 2 | Attended 11th Workshop on Women in Machine Learning, NIPS 2016, Barcelona, Spain | Poster Presentation |
Conferences/Courses Organized
| Category | Type | Title | Venue | From | To | Designation |
|---|---|---|---|---|---|---|
| workshop | e-Workshop (Online Mode) | ‘Mathematical and Statistical Methods for Machine Learning | NIT Hamirpur | 07/11/2020 | 11/11/2020 | Coordinator |
| workshop | e-Workshop (Online Mode) | Recent Trends in Information Security and Blockchain Technology | NIT Hamirpur | 28/04/2021 | 02/05/2021 | Coordinator |
| workshop | e-Workshop (Online Mode) | Recent Advancements in Artificial Intelligence and Internet of Things | NIT Hamirpur | 25/09/2021 | 29/09/2021 | Coordinator |
| workshop | e-Workshop (Online Mode) | Cyber Security and Blockchain Technology | NIT Hamirpur | 23/04/2022 | 27/04/2022 | Coordinator |
Profile Summary
Last Update: 13/05/2022 09:41pm
| 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, Deep 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 |
| Assistant Warden | PGH, NIT Hamirpur | 03/03/2022 |
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 Order | Sanction Date |
|---|---|---|---|---|---|---|---|---|---|---|
| Co-Principal Investigator | Research and Development | AI based Automatic Attendance and Behavior Monitoring Solutions | Isnartech Pvt. Ltd | 01/03/2022 | 01/08/2022 | 600000 | On Going | Dr. Nidhi Gupta | SN/AIDPT/PR08 | 21/02/2022 |
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 |
| 2022 | Kumar N and Gupta N | 2nd International Conference on Artificial Intelligence and Signal Processing, VIT AP University, AP, India | A Comprehensive Study on Machine Learning Approaches for Emotion Recognition | Scopus |
| 2022 | Jhala V and Gupta N | 2nd International Conference on Emerging Trends and Technologies on Intelligent Systems, CDAC, Noida, India | Retrospective Review on Object Detection Approaches using Boundary Information | 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) |
|---|---|---|---|---|---|
| Ph.D | Pavinder | Object detection | On Going | 2020 | Dr. Pawan Kumar Sharma |
| Ph.D | Neeraj | Image Security | On Going | 2021 | Dr. Rifaqat Ali (Main) |
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) | ‘Mathematical and Statistical Methods for Machine Learning | NIT Hamirpur | 07/11/2020 | 11/11/2020 | Coordinator |
| workshop | e-Workshop (Online Mode) | Recent Trends in Information Security and Blockchain Technology | NIT Hamirpur | 28/04/2021 | 02/05/2021 | Coordinator |
| workshop | e-Workshop (Online Mode) | Recent Advancements in Artificial Intelligence and Internet of Things | NIT Hamirpur | 25/09/2021 | 29/09/2021 | Coordinator |
| workshop | e-Workshop (Online Mode) | Cyber Security and Blockchain Technology | NIT Hamirpur | 23/04/2022 | 27/04/2022 | 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 |
| AI for Real-World Advanced Applications | Bharati Vidyapeeth’s College of Engineering, New Delhi, Dec 16-22, 2021 | 2021 | AICTE-ISTE Sponsored FDP on Advancement in ML & AI |
| Deep Learning: Concepts and Applications | Graphics Era University, Dehradun, Uttarakhand, February 12, 2022 | 2022 | Expert Lecture Series |
| Artificial Intelligence towards Automation | School of Automation Bansathali Vidhyapith, Rajasthan, March 9-14, 2022 | 2022 | FDP on Artificial Intelligence, Robotics and Automation |
Consultancy
| Title of Consultancy | Client Organization | Faculty Involved | Amount(INR) | Status |
|---|
International and National Exposure
| Sr.No. | Title | Description |
|---|---|---|
| 1 | PostDoc Presidential Fellowship from Chinese Academy of Sciences (PiFi 2018-19) Beijing, China /Attended 11th Workshop on Women in Machine Learning, NIPS 2016, Barcelona, Spain | PostDoc Presidential Fellowship /Poster Presentation |
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 since 2020 | International Conference on Frontiers in Computing and Systems (COMSYS) | Conference | 2021 |
| 8 | Chaired Technical Session and TPC member in MAI 2022 | Machine Vision and Augmented Intelligence Conference held on March 4-6, 2022 at NIT Jamshedpur | Conference | 2022 |