Department | Electrical Engineering |
Designation | Associate Professor |
Educational Qualification | Ph.D. & M.Tech (IIT ROORKEE), B.E. (SSGMCE Shegaon) |
nlondhe.ele@nitrr.ac.in, ndlondhe.iitr@gmail.com | |
Contact Number | 9039898860 |
Department | Electrical Engineering |
Designation | Associate Professor |
Educational Qualification | Ph.D. & M.Tech (IIT ROORKEE), B.E. (SSGMCE Shegaon) |
nlondhe.ele@nitrr.ac.in, ndlondhe.iitr@gmail.com | |
Contact Number | 9039898860 |
Medical Signal & Image Processing, Machine Learning, Pattern Recognition, Medical Ultrasound, Biometrics, Brain-computer interface, Speech Signal Processing, Deep Learning, Biomedical Instrumentation
Publications in Journals/Conferences
International SCI/SCIE Indexed Journal Publications
International ESCI/SCOPUS Indexed/Other Journal Publications
National Journal Publications
International Conference Publications
National Conference Publications
Book/Book Chapters
Sponsored Research Projects
1. Project Title “Machine Based Behavioral Multiparametric Pain Assessment System” (Completed)
· Role – Principal Investigator
· Sponsoring Agency – SERB
· Cost – ₹ 23,56,000/-
2. Project Title “Development of efficient Devanagari Script Input Based P300 Speller system for Brain-Computer Interface” (Completed)
· Role –Principal Investigator
· Sponsoring Agency – DST-CSRI
· Cost – ₹ 27,10,600
3. Project Title “Speech Recognition for Chhattisgarhi” –Chhattisgarh Council of Science and Technology (Completed)
· Role – Principal Investigator
· Sponsoring Agency – Chhattisgarh Council of Science and Technology
· Cost – ₹ 5,00,000
4. Project Title “Development of CADx System for Psoriasis Area and Severity Index (PASI) Measurement of Psoriasis Patients from 2D Digital Images” (Ongoing)
· Role –Principal Investigator
· Sponsoring Agency – SERB
· Cost – ₹37,32,001
5. Project Title “A dual-language EEG-EOG speller with a hybrid audio-visual stimulation using brain computer interface” (Submitted)
· Role –Principal Investigator
· Sponsoring Agency – DST-CSRI
· Cost – ₹37,67,610
6. Project Title “Improvising Cyber Security in Smart-Grid’s Operational Technology (OT) Infrastructure using Deep Learning based Approaches” (Submitted)
· Role –Co-Principal Investigator
· Sponsoring Agency – CPRI
· Cost – ₹19,40,400
Professional Experience
Awards/Medals
Patents
Title |
Application Number |
Filing Date |
Publication Date |
Systems and methods for generation of and matching of biometric templates |
2795/MUM/2014 |
02/09/2014 |
18/03/2016
|
Method and system for multifactor biometric authentification |
3895/MUM/2014 |
04/12/2014
|
16/10/2015
|
Course/Workshop Organized
10. Organized a four days’ workshop on “MATLAB and LabVIEW” from 28-30th March 2014 at Dept of Electrical Engg, NIT Raipur.
11. Organized a short-term course on “MATLAB based Design and Implementation of Advanced Control, Signal & Image Processing Algorithms” from 16-21st August 2013 in Department of Electrical Engg., NIT Raipur.
Expert Talk/Lectures Delivered
S. No |
Event Details |
Topic |
1 |
MATLAB Programming and Its Engineering Applications organized by Dept of Computer Applications & Dept of Biomedical Engg at National Institute of Technology Raipur from Dec 26 to Dec 30, 2013 |
1. Digital Signal Processing 2. Biomedical Signal Processing |
2 |
Application of MATLAB in Engineering and Interdisciplinary Areas organized by Electrical Engineering Department, College of Engineering and Management, Kolghat 8-9 Jan 2014. |
Wavelet Transform & Its Applications in Signal Processing |
3 |
Advanced Material Physics organized by Department of Physics at National Institute of Technology Raipur from 19-23 May 2014. |
Medical Ultrasound Physics |
4 |
30th Annual Convention of Taiwan Society of Medical Ultrasound at Taiwan International Convention Centre, Taipei, Taiwan from 18-19 Oct 2014. |
Numerical Investigation of Superharmonic Imaging Using Chirp Excitations |
5 |
Special Course of One Week on "Applications of Advanced Power Electronics and Electrical Drives in AC Locomotives" for South Eastern Central Railway from 16-21 Feb 2015 organized by Dept of Electrical Engg, NIT Raipur |
Electrical Measurements & Instrumentation |
6 |
Special Course of One Week on "Applications of Advanced Power Electronics and Electrical Drives in AC Locomotives and LHB Coaches" for South Eastern Central Railway from 29 June – 11 July 2015 organized by Dept of Electrical Engg, NIT Raipur |
Electrical Measurements & Instrumentation |
7 |
TEQIP-II Sponsored One Week Short Term Training Program on “Digital Image Processing, Pattern Recognition and Applications,” of Dept of Electronics & Telecommunication Engineering, NIT Raipur from 07-11 March 2016 |
Pattern Recognition in Medical Signal and Image Processing |
8 |
Self-Financed One Week Short Term Training Program on “Soft Computing and Data Mining Techniques,” of Dept of Electrical Engg, NIT Raipur from 20-24 June 2016 |
Applications of Soft Computing in Medical Signal and Image Processing |
9 |
Self-Financed One Week Short Term Training Program on “Medical Signal & Image Processing,” Dept of Electrical Engg, NIT Raipur from 22nd -27th August 2016 |
Medical Image Processing |
10 |
TEQIP-II Sponsored One Week Short Term Training Program on “Soft Computing and Intelligence Techniques in Science and Engineering,” Dept of Computer Science &Engg, NIT Raipur from 30th Sep-04 Oct 2016 |
Psoriasis Disease Classification and Detection |
11 |
State Symposium on "Next Generation Health Innovation" on 24th December 2016, organized by Department of Physiology, Pt. J. L. M. Medical College Raipur |
Soft Computing Applications in Medical Signal & Image Processing |
12 |
National Conference on “Recent Advances in Biomedical Signal, Image and Video Processing (RABSIVP-2K17)” on 24th February 2017 organized by Departments of ECE, AITAM, Andhra Pradesh. |
Reliable and accurate psoriasis disease classification in dermatology images using comprehensive feature space in machine learning paradigm |
13 |
National Conference on “Recent Challenges in Electronics Engineering for National Development (BITCON’17)” on 28th March 2017 at Bhilai Institute of Technology, Bhilai, Chhattisgarh. |
Soft Computing Applications in Medical Signal & Image Processing |
14 |
2nd International Conference on “Recent Innovations in Engineering and Technology (ICRIEAT -2017)” on 21 December 2017 at Aurorra’s Scientific, Technological and Research Academy, Hyderabad, Telangana. |
Computer-Aided Psoriasis Disease Classification and Severity Detection |
15 |
Self-Financed One Week Short Term Training Program on “Medical Signal & Image Processing,” Dept of Electrical Engg, NIT Raipur from 22-27 May 2017. |
Machine Learning Applications in Medical Signal & Image Processing |
16 |
TEQIP-III Sponsored One Week Short Term Training Program on “Medical Signal & Image Processing,” Dept of Electrical Engg, NIT Raipur from 25-30 June 2018. |
Machine Learning Applications in Medical Signal & Image Processing |
17 |
One Week Short Term Training Program on “MATLAB Application in Electrical and Electronics Engineering”, jointly organized by Dept. of Electrical Engineering, NIT Raipur & VEC Lakhanpur during 9-13 July 2019 |
Medical Signal and Image Processing |
18 |
One Week National Workshop on “Artificial Intelligence” (AI-2019) under ATAL program, Department of Electrical Engineering, NIT Raipur from September 22-26, 2019 |
AI applications in signal and image processing |
19 |
One Week Short Term Training Program on “Medical Signal & Image Processing - IV,” Dept of Electrical Engg, NIT Raipur from 14-19 October 2019. |
Introduction on MSIP, Machine Learning and deep learning Applications in Medical Signal & Image Processing |
20 |
One day expert lecture on “Research Methodology” for PhD Research Scholar on 06/12/2019 at G. H. Raisoni University, Amravati |
Research Methodology |
21 |
Workshop on “Emerging Areas of Research in Image Processing-2020 (ERIP-2020)” organized by E&TC Department of Jaypee University of Information technology, Waknaghat, Solan from 06-12 January 2020. |
Computer Aided Psoriasis Disease Classification and Severity Detection
|
22 |
An expert talk on a topic "Digital Signal & Image Processing" in a webinar organized by Department of Electrical Engineering, School of Engineering & Technology, G H Raisoni University, Amravati held on dated 17/08/2020. |
Digital Signal & Image Processing |
23 |
Expert speaker in national webinar on “Medical Image Processing” held on 25th July 2020, organized by Department of Electronics and Telecommunication Engineering, R. C. Patel Institute of Technology, Shirpur. |
Medical Image Processing |
24 |
Keynote speaker in the One Week Online Short-Term Training Program (STTP) on "Application of Artificial Intelligence in Electrical and Electronics Engineering" organized by Electrical & Electronics Department of LNCT Bhopal. |
Fault Classification in Power System Distribution Network Integrated with Distributed Generators using CNN |
25 |
Expert lecture in TEQIP III-sponsored one-week Online Short-Term Training Programme on “Technological Innovations and Challenges in Biomedical Instrumentation” Jointly organized by Electrical Engineering, and Department of Biotechnology, GBPIET, Pauri, Uttarakhand November 23th to November 27th, 2020. |
Medical image segmentation and classification using Deep Learning |
26 |
Resource person in AICTE Sponsored Online Short-Term Training Program (STTP) Phase-II on "Machine Learning and Its Applications in Data Analytics" 07th Dec to 12th December 2020) organized by Departmen of Computer Science of SSGMCE Shegaon. |
Computer Aided Psoriasis Disease Classification and Severity Detection Psoriasis Image Segmentation and Classification Using Deep Learning Approaches Using Python Devanagari Script Input Based P300 Speller System for Brain Computer Interface EEG Signal Classification Using Deep Learning Architectures in MATLAB/Python |
27 |
Resource person for the AICTE sponsored two-week online FDP on “Artificial intelligence and its applications in Biomedical Engineering” at JSPM's Rajarshi Shahu College of Engineering, Pune 12th December 2020. |
Computer Aided Psoriasis Disease Classification and Severity Detection |
28 |
(ATAL) Academy sponsored Online Faculty Development Program (FDP) on “AI applications in Electrical and Computer Engineering” organized by Electrical Engineering Department of NIT Raipur from 4-8 January 2021 |
Deep Learning for Signal and Image Processing |
29 |
Two days’ Workshop on "Application of MATLAB in Electrical Engineering'' organized by Electrical Engineering Department of SATI Vidisha from 28-29 January 2021. |
Fault Classification in Power System Distribution Network Integrated with Distributed Generators using CNN |
30 |
AICTE Sponsored Two-week FDP on "Hands-on project-based approach for Biomedical Signal Analysis using MATLAB" organized by Kakatiya Institute of Technology and Science, Warangal (KITSW) from 01-13 February 2021 |
Devanagari Script Input Based P300 Speller System for Brain Computer Interface |
31 |
AICTE-ISTE Sponsored One Week Online Induction/Refresher Program on “Machine Learning and Its Applications (Phase-I)” organized by R. C. Patel Institute of Technology, Shirpur, Maharashtra from 9-15 February 2021. |
Introduction to Machine Learning and Its Applications Deep Learning and Medical Imaging |
32 |
Expert Lecture on “Robotics process Automation” at G H Raisoni Institute of Engineering and Technology Pune on 13th February 2021. |
Robotics process Automation |
33 |
Rajasthan Technical University, Kota and Shree Digamber Institute of Technology (SDIT), Dausa are jointly organized TEQIP-III RTU (ATU) Sponsored 5 days FDP on “MATLAB & Its Applications” during 22-26 Feb 2021 |
EEG Signal Classification Using Deep Learning in MATLAB |
34 |
Expert session for STTP - “Statistics for Data Science” on Wednesday, February 24, 2021 organized by G. H. Raisoni Institute of Engineering and Technology (GHRIET) Pune |
EEG Signal Classification Using Deep Learning |
35 |
Expert talk in one week online short-term training program (online-STTP) on "Advances in Biosignal & Image Processing" from 08-12 March 2021 under TEQIP III and in association with ISTE New Delhi organized by Electronics & Telecommunication Engineering, Government Engineering College, Raipur. |
Medical Image Segmentation and Classification Using Deep Learning |
36 |
Expert Talk in Online Faculty Development Program (FDP) on “New trends in Machine learning NTML2021” organized by the Electronics and Communication Engineering Department, Narula Institute of Technology from 22nd March to 26th March 2021 |
Medical Image Segmentation and Classification Using Deep Learning |
37 |
Expert Talks in AICTE SPONSORED TWO WEEK FACULTY DEVELOPMENT PROGRAMME On “Machine Learning in Image Processing Applications” organized by Department of Electronics and Communication Engineering, Potti Sriramulu Chalavadi Mallikarjuna Rao College of Engineering and Technology from 15-27 March 2021. |
Lymph Nodes Detection in CT Images Using Deep Learning Differential Diagnosis of Lymph Nodes in CT Images Using Deep Learning |
38 |
Expert Talks in AICTE SPONSORED TWO WEEK FACULTY DEVELOPMENT PROGRAMME On “Machine Learning in Computer vision and Video Processing” organized by Department of Electronics and Communication Engineering, Potti Sriramulu Chalavadi Mallikarjuna Rao College of Engineering and Technology on 10th and 12th April 2021. |
Deep Learning and its Application in Automated Pain Severity Assessment Hands on session of pain assessment using UNet |
39 |
Keynote presentation in World Conference on Lung & Respiratory Disease organized by European Society of Medicine on 24th April 2021 in Paris, France.
|
A deep Residual U-Net convolutional neural network for automated lung segmentation in computed tomography images |
40 |
Expert lecture in STTP on "Artificial Intelligence and Deep Learning" organized by Department of Computer Science & Engineering of Maulana Azad National Institute of Technology Bhopal from 17/05/21 to 21/05/21. |
Applications of Artificial Neural Networks |
41 |
Expert Talk in AICTE sponsored One Week Short Term Training Programme (STTP) on “Data science and Machine learning” organized by Department of CSE, Narula Institute of Technology, Agarpara Kolkata from 24-28 May 2021. |
Deep Learning and its Application in Automated Pain Severity Assessment |
42 |
Expert Talk in FDP on "Machine Learning and Signal Processing" from 21 - 25 June 2021 in the School of Electronics Engineering, KIIT Deemed to be University Bhubaneswar, Odisha. |
EEG Signal Classification Using Deep Learning |
43 |
Expert Talk in FDP on "Digital Signal Processing" on 07th July 2021 in Krishna Engineering College, Bhilai, Chhattisgarh. |
Digital Signal Processing |
44 |
Webinar on “Deep learning and Its Applications” on 28th July 2021 at Oriental College of Technology Bhopal, Madhya Pradesh. |
Deep learning and Its Applications |
45 |
Expert Talk in ATAL FDP on “Machine Learning in Medical Image Processing” on 5th September 2021 at Katihar Engineering College, Katihar, Bihar. |
Lymph Nodes Detection and Classification in CT Images Using Deep Learning |
46 |
Expert Talk in ATAL FDP on “Intelligent Computing in Healthcare” on 20th September 2021 at National Institute of Technology Raipur. |
Introduction to Intelligent Computing and its Application in Healthcare |
47 |
Expert talk in Online One-Week Short Term Course on “IoT and Intelligent Techniques for Electrical Engineering (IITEE2021)” on 20th September 2021 organized by Department of Electrical Engineering, Maulana Azad National Institute of Technology, Bhopal (M.P.) India. |
Fault Detection and Classification in Power System using Deep Learning |
48 |
Expert Talk in Online Workshop on “Applications of AI and ML in Power and Electronics Engineering Challenges,” on 22nd September 2021 organized by Electrical and Electronics Department, RVCE Bangalore. |
Medical Image segmentation and classification using deep learning |
49 |
Expert Talk in FDP on "Research funding opportunities in Engg Field across the Globe" on 3-4 Dec 2021 organized by STANI MEMORIAL COLLEGE OF ENGINEERING & TECHNOLOGY Phagi, Jaipur. |
Funding Scheme for Neuroscience Research in India |
50 |
Guest Speaker in IEEE EBSCO Lunch & Learn | Knowledge Feast on 9th Dec 2021 at the Courtyard Marriot, Raipur. |
Relevance of Research & Learning through IEEE |
51 |
Expert Speaker in Two Week offline Faculty Development Program (FDP) on "Mathematical Modelling, Optimization and Simulation in Signal Processing" sponsored & funded by AICTE, organized by Electronics and Telecommunication Engineering Department of Rungta college of Engineering and Technology, Bhilai on 07/12/2021. |
Medical Image segmentation and classification using deep learning |
52 |
Inaugural Expert Lecture in Online ATAL FDP at Rungta college of Engineering and Technology, Bhilai, CG on "Recent Trends and Advancements in ANN and Deep learning for Real Time Applications " on 20/12/2021. |
Introduction on AI and its application in real world |
53 |
Invited Speaker in 2021 3rd Asia Digital Image Processing Conference (ADIP 2021 - workshop of AICCC 2021), Kyoto, Japan during December 17-19, 2021. |
Automated Psoriasis Lesions Segmentation in Color Images using Residual U-Net with Transfer Learning |
54 |
Expert Lecture in Online ATAL FDP at Maulana Azad National Institute of Technology, Bhopal (M.P.) India, on " Optimization Techniques for Deep Learning" on 05/01/2022. |
Application of Deep Learning on Medical Signal and Image Processing |
55 |
Expert Speaker in Online AICTE/ISTE Sponsored Refreshers Program on “Recent Trends in Signal Processing RTSP 2022” , organized by the Electronics and Communication Engineering Department , Narula Institute of Technology from 24th January 2022 to 31st January 2022. |
ECCNet: An Ensemble of Compact Convolution Neural Network for Pain Severity Assessment from Face images Head Movement Dynamics based Pain Detection using Spatio-Temporal Network |
Memberships
Status Organization
Ph.D. / M.Tech. Thesis Guided
Ph.D. Thesis
S. No. |
Name of Scholar |
PhD Thesis Title/Research Area |
Status |
Duration |
1 |
Mr. Vimal Kumar Shirvastava (FULL-TIME) |
PhD Thesis Title: Computer Aided Psoriasis Disease Classification and Severity Detection |
Awarded |
2012-2016 |
2 |
Mr. Atul Kumar Dwivedi (FULL-TIME) |
PhD Thesis Title: Optimization Based Design and Implementation of FIR Filters |
Awarded |
2013-2017 |
3 |
Mr. Rahul Kumar Chaurasia (PART-TIME) |
PhD Thesis Title: Development of an Efficient Devanagari Script-Based P300 Speller System for Brain-Computer Interface |
Awarded |
2013-2016 |
4 |
Mr. Ishan Bharadwaj (FULL-TIME) |
PhD Thesis Title: Fingerprint Dynamics: A Novel Behavioral Biometric Technique for User Authentication |
Awarded |
2012-2017 |
5 |
Mr. Satya Praksh Sahu (PART-TIME) |
PhD Thesis Title: Computer Aided Diagnosis System for Early Lung Cancer Detection in Computed Tomography Images |
Awarded |
2013-2018 |
6 |
Mr. Sumit Kumar Banchhor (FULL-TIME) |
PhD Thesis Title: Coronary Calcium Detection and Risk Assessment in Intravascular Ultrasound Videos |
Awarded |
2014-2018 |
7 |
Mr. Manoranjan Dash (PART-TIME) |
PhD Thesis Title: Improving automated detection of psoriasis lesion and its severity assessment using Swarm Intelligence and Deep Learning |
Awarded |
2015-2020 |
8 |
Mr. Ghanahshyam Kshirsagar (FULL-TIME) |
PhD Thesis Title: Improving Performance of Devanagari Script Input-Based P300 Speller Using Deep Learning |
Awarded |
2017-2021 |
9 |
Mr. Hitesh Tekchandani (FULL-TIME) |
PhD Thesis Title: Lymph Nodes and their Malignancy Detection in Computed Tomography Images using Deep Learning |
Awarded |
2016-2021 |
10 |
Mrs. Anita Khanna (Part-Time) |
Area of Research - Lung Vessel Segmentation |
Ongoing |
2017- |
11 |
Mr. Rajesh Sonkar (PART-TIME) |
Area of Research – Mining Accidents |
Ongoing |
2017- |
12 |
Mr. Ashish Semwal (PART-TIME) |
PhD Thesis Title: Machine based behavioral multiparametric pain assessment system |
Submitted |
2018-2022 |
13 |
Mr. Ritesh Raj (Full-Time) |
Area of research: Deep Learning on Medical Image Processing |
Ongoing |
2018- |
14 |
Ms. Vibha Bhandari |
Area of research: Hybrid P300 Speller System Based BCI |
Ongoing |
2021- |
M.Tech Theses