NIT Jalandhar

डा बी आर अम्बेडकर राष्ट्रीय प्रौद्योगिकी संस्थान, जालंधर
Dr B R Ambedkar National Institute of Technology, Jalandhar

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  • Conference Publications
  • Book/Chapter Publications
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  • PhD Supervised
  • PG Dissertation Guided
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Indu Saini

Name : Indu Saini
Designation : Associate Professor
Department : Electronics and Comm.  Engg.
Qualification : PhD Machine Learning Algorithms for Enhanced ECG Analysis (NIT Jalandhar)
M.Tech (By Research) Electronics & Communication (NIT Jalandhar)
B.Tech Electronics & Communication (GNDU Amritsar)
Address : H No. - 137, Chhoti Baradari Part -2 , Garha Road
Opp. PIMS, Jalandhar,
Jalandhar (punjab) - 144001
Phone :
Email ID : sainii@nitj.ac.in
Fax :

Other Profile Links

Personal Web Link :
Google Scholar Link : Indu Saini

Research Profile

Research Interests : Biomedical Signal Processing, machine Learning Algorithms, Plant Signaling, VLSI Design
Brief Research Profile: :

Journal Publications

Year Journal Publication
2022 Biosystems Engineering, Volume 219, Pages 189 - 204, July 2022 Sai K.;Sood, Neetu;Saini, Indu, "Abiotic stress classification through spectral analysis of enhanced electrophysiological signals of plants "
2021 Silicon, vol. 13, no. 7, pp. 2309–2318 Singh, R.P., Khosla, M., Saini, I., Kumar, N., "Design and Analysis of IGZO Based Junctionless Thin Film Transistor Using SOI Technology"
2021 Research on Biomedical Engineering, vol. 37, no. 2, pp. 201–219 Soni, N., Saini, I., Singh, B., "Hybrid chaotic substitution and block-DCT-based ECG steganography with boosted embedding capacity"
2021 Optik Volume 246, November 2021, 167780 Ruchika Arora, InduSaini and NeetuSood, "Multi-label segmentation and detection of COVID-19 abnormalities from chest radiographs using deep learning".
2021 International Journal of Systems, Control and Communications, vol. 12(1), pp. 72–89 Chauhan, R., Sood, N., Saini, I., "PAPR reduction of MIMO-OFDM using galaxy inspired swarm-based PTS strategy"
2021 Multimedia Tools and Applications, vol. 80(6), pp. 8505–8540 Soni, N., Saini, I., Singh, B., "An integer wavelet transform and pixel value differencing based feature specific hybrid technique for 2D ECG steganography with high payload capacity"
2021 IET Signal Processing, Volume 15, Issue 5, Pages 337 - 351, July 2021 Soni, Neetika, Saini, Indu;Singh, Butta, "AFD and chaotic map-based integrated approach for ECG compression"
2020 International Journal of Machine Learning and Cybernetics-SCI, Article in press Verma A K, Saini I, Saini B S,” A new BAT optimization algorithm based feature selection method for electrocardiogram heartbeat classification using empirical wavelet transform and Fisher ratio”,
2020 International Journal on Emerging Technologies 11(2), pp. 1-7, 2020-SCOPUS Tanima, Saini I, Saini B S, “Monitoring arterial pulse waves with optical pulse sensor to detect the effect of aging and gender” ,
2020 Research Journal of Pharmacy and Technology 12(8), pp. 3854-3856, 2019. SCOPUS Rawal, K., Sethi, G., Saini, B.S., Saini, I., “Impact of the menstrual cycle on heart rate variability” ,
2019 Australasian Physical and Engineering Sciences in Medicine, Article in press Soni, N., Saini, I., Singh, B, "A morphologically robust chaotic map based approach to embed patient’s confidential data securely in non-QRS regions of ECG signal"
2019 Communications in Computer and Information Science, Vol. 956, pp. 63-73 Kumar, A., Sood, N., Saini, I, "Electrical Signal Analysis of Different Types of Oxygen Efficient Plants"
2019 International Journal of Computer Applications in Technology -SCOPUS, 63(1-2), pp. 64-82, 2020 Singh M K , Saini I, Sood N, “A multi-functional BCI system for exigency assistance and environment control based on ML and IoT”,
2018 International Journal of Wavelets, Multiresolution and Information Processing 16(6),1850049 Verma, A.K., Saini, I., Saini, B.S, "The baseline wandering noise removal from ECG signal using forward-backward Riemann Liouville fractional integral-based empirical wavelet transform approach"
2018 Australasian Physical and Engineering Sciences in Medicine 41(2), pp. 519-539 Verma, A.K., Saini, I., Saini, B.S, "Alexander fractional differential window filter for ECG denoising"
2018 International Journal of Medical Engineering and Informatics 10(2), pp. 135-149 Jambholkr, T., Saini, B.S., Saini, I, "An adaptive thresholding technique for QRS-complex detection in ECG signal based on empirical wavelet transform"
2017 International Journal of Medical Engineering and Informatics 9(4), pp. 299-315 K., Saini, B.S., Saini, I, "Effect of age and postural related changes on cardiac autonomic function in the pre-menopausal andpost-menopausal women"
2016 International Journal of Medical Engineering and Informatics, Inderscience, 8, 347-359 Dharmendra Gurve, Barjinder Singh Saini, Indu Saini, "An Improved Lossy And Lossless Combined ECG Data Compression Using ASCII Character Encoding"
2016 Journal of Medical Engineering and Technology, Taylor and Francis, Vol. 40. no. 5, pp. 223-238 K Rawal, B S Saini and I Saini, “Design of tree structure matched wavelet for HRV signals of Menstrual Cycle"
2016 International Journal of Medical Engineering and Informatics, (Inderscience), Vol. 9, no. 4, pp. 299-315 K. Rawal, B. S. Saini and I. Saini, “Effect of age and posture related changes on cardiac autonomic function in the premenopausal and postmenopausal women for HRV signals of menstrual cycle"
2015 Australasian Physical & Engineering Sciences in Medicine, Springer, vol. 38, no. 3, pp. 509-523 K Rawal, B S Saini and I Saini, “Adaptive correlation dimension method for analyzing Heart Rate Variability during Menstrual Cycle"
2014 Journal of Medical Engineering and Technology, Vol. 38, no. 3, pp. 115-124 Indu Saini, Dilbag Singh, Arun Khosla, “K-Nearest Neighbor-based algorithm for P and T-waves detection and delineation"
2014 IETE Journal of Research, Vol. 60, no. 6, pp. 423-431 Rakesh Kumar, Indu Saini, “Empirical Wavelet Transform Based ECG Signal Compression"
2014 Computers and Electrical Engineering, (Elsevier), Vol. 40, pp. 1774-1787 Indu Saini, Dilbag Singh, Arun Khosla, “Electrocardiogram Beat classification using Empirical mode Decomposition and Multiclass Directed Acyclic Graph Support Vector Machine"
2013 Journal of Advanced Research-Elsevier, Vol. 4, no. 4, pp. 331-344 Indu Saini, Dilbag Singh, Arun Khosla, "QRS Detection using K-Nearest neighbor algorithm (KNN) and evaluation on standard ECG databases"
2013 IETE Journal of Research, Vol. 59, no. 5, pp. 615-623 Indu Saini, Dilbag Singh, Arun Khosla, “P- and T-wave Delineation of ECG signal using Support Vector Machine"
2013 International Journal of Medical Engineering and Informatics, (Inderscience), Vol. 5, no. 1, pp. 85-101 Indu Saini, Dilbag Singh, Arun Khosla, “Detection of QRS-complex using K-Nearest Neighbor algorithm"
2013 International Journal of Bio-science and Bio-Technology, Vol. 5, no. 6, pp. 171-180 Srishti Sondele, Indu Saini, “Classification of Mammograms Using Bidimensional Empirical Mode Decomposition Based Features and Artificial Neural Network"
2012 International Journal of Medical Engineering and Informatics, Inderscience, Vol. 4, no. 3, pp. 299-324 Indu Saini, Dilbag Singh, Arun Khosla, "Support vector Machine based QRS-Detection- Evaluation on standard databases"
Tanima, Saini I, Saini B S, “Monitoring arterial pulse waves with optical pulse sensor to detect the effect of aging and gender” , International Journal on Emerging Technologies 11(2), pp. 1-7, 2020 SCOPUS

Conference Publications

Year Conference Publication
2021 International Conference on Women Researchers in Electronics and Computing, NIT Jalandhar R Arora, I Saini, N Sood, "Efficient Tuning of Hyper-parameters in Convolutional Neural Network for Classification of Tuberculosis Images"
2021 International Conference on Women Researchers in Electronics and Computing, NIT Jalandhar Mayank Kumar Singh, Indu Saini, Neetu Sood and Jasleen Saini, "A Sub-band Anisotropic Diffusion Technique for de-speckling of Ultrasound Images of Breast Cancer"
2021 International Conference on Women Researchers in Electronics and Computing, NIT Jalandhar Kavya Sai, Neetu Sood and Indu Saini, "A Review on Plant Stress Detection and Analysis Through Electrophysiological Signals"
2021 2nd International Conference on Secure Cyber Computing and Communications (ICSCCC)-IEEE, NIT Jalandhar R Arora, I Saini, N Sood, "Modified UNet++ Model: A Deep Model for Automatic Segmentation of Lungs from Chest X-ray Images
2021 2nd International Conference on Communication, Computing and Industry 4.0 (C2I4)- IEEE R Arora, I Saini, N Sood, "Deep Learning Approach for Diagnosis of Pneumonia"
2021 International Conference on Women Researchers in Electronics and Computing, NIT Jalandhar Kirti Singh, Indu Saini, Neetu Sood, "Cardiovascular and Cardiorespiratory Signals Complexity Analysis Using Different Techniques"
2021 Lecture Notes in Networks and Systems, 140, pp. 321–33 Tanima,, Dogra, A.K., Saini, I., Saini, B.S, "Emotions recognition based on wrist pulse analysis"
2020 2nd International Conference on Innovative Mechanisms for Industry Applications (ICIMIA-2020)-IEEE Tanima, Indu Saini, BS Saini, “Physiological Characteristics Classification by Optical Pulse Sensor using Arterial Pulse Waves
2020 11th International Conference on Computing, communication and Networking Technologis (ICCCNT)-IEEE Deepali garg, indu Saini and Mamta Khosla, “Low-power 32 bit Synchronous and reconfigurable ALU Design using Chain Structure”,
2020 International Conference on computation Intelligence for smart power system and sustainable energy CISPSSE 2020 IEEE Dogra , A.K, Saini Indu, Sood Neetu ,Impact of wireless cellular Network on Heart rate variability. .
2019 National Conference on Innovations in Applied Science and Engineering. (2019)-NIT Jalandhar Tanima, Saini, Indu and Sood, Neetu, “Review On Disease Examine Techniques Using Nadi Parikshan”
2019 3rd International Conference on Trends in Electronics and Informatics (ICOEI 2019) Mayank Kumar Singh, Indu Saini, Neetu Sood"Brain Computer Interface Based Smart Environment Control"
2019 3rd International Conference on Trends in Electronics and Informatics (ICOEI 2019) Diksha Kumari, Indu Saini, Neetu Sood, "Detection of Heart rate through Speech Using Mel Frequency cepstrum coefficients"
2019 International Conference on Intelligent Computing and Control Systems (ICICCS 2019] Rajat Chauhan, Neetu Sood, Indu Saini, "Galactic Swarm Optimization-PTS strategy to minimize PAPR in WP-OFDM system"
2018 2nd International Conference on Advanced Informatics for Computing Research (ICAICR-2018), 2018. Anurag Kumar, Neetu Sood, Indu Saini, “Electrical Signal Analysis of Different Types of Oxygen Efficient Plants"
2018 IEEE International Conference on Advances in computing, communication control and networking (ICACCCN 2018), Galgotias College of Engineering & Technology Norkit Lepcha, Barjinder Singh Saini, Indu Saini, “GLCM and PCA based Image Steganography using Chaos-based Encryption”
2018 International Conference on Secure Cyber Computing and Communications (ICSCCC-2018) Neetika Soni, Indu Saini and Butta Singh, “Morphologically Robust Discrete Cosine Transform based Lossless ECG Compression with Access Control Quality”
2018 International Conference on Secure Cyber Computing and Communications (ICSCCC-2018) 6. Neha Gupta, Neetu Sood and Indu Saini, “Statistical Feature Based Comparison of EEG in Meditation for Various Wavelet”
2017 Proceedings on 2016 2nd International Conference on Next Generation Computing Technologies, NGCT 2016 7877404, pp. 137-143 Verma, T., Saini, I, "Age-related variation in EEG to music stimulation: A nonlinear analysis"
2016 IEEE International Conference on Wireless Communications, Signal Processing and Networking (WiSPNET), D. Gurve, B. S. Saini and I. Saini, An improved lossless ECG data compression using ASCII character encoding
2014 2nd International Conference on Communication and Electronics Information (ICCEI 2014) K. rawal and I. Saini, "Comparative Analysis of Measuring Heart Rate Variability during Phases of Menstrual cycle in young Healthy Women"
2014 41st International Congress on Electrocardiology (ICE-2014) Indu Saini, Dilbag Singh, Arun Khosla," Automated ECG Delineation using Machine Learning Algorithms"
2013 3rd International Conference on physics science and technology, Dec 29-30 2012, Hongkong Barjinder Singh Saini, Ravi Raj, Indu Saini, Locally adaptive bilateral clustering for image denoising and sharpness enhancement
2013 40th International Congress on Electrocardiology (ICE-2013 Glasgow), University of Glasgow Indu Saini, Vinod Kumar, Arun Khosla, "Feature Extraction of ECG Signal using Support Vector Machine"
2013 10th International Conference on Information Technology-New Generations (ITNG 2013), Las Vegas, Nevada, USA Indu Saini, Dilbag Singh, Arun Khosla,"Delineation of ECG wave components using K-Nearest Neighbor (KNN) algorithm"
2012 International conference ICPST-2012 Sanju Kuril, Indu Saini, B. S. Saini, "Cloud Classification for Weather Information by Artificial Neural Network"
2012 International conference on ISAI-2011 Indu Saini, B S Saini,"Cardiac Arrhythmia Classification using Error Backpropagation Method"
2012 2nd International Conference on Biomedical Engineering and Assistive Technologies (BEATS-2012), NIT Jalandhar Indu Saini, Dilbag Singh, Arun Khosla,"Characteristic Wave Detection in ECG Signal using Support Vector Machine (SVM)"

Book/Chapter Publications

Type Title Publisher Authors ISBN/ISSN No. Year
Book Chapter Integer Wavelet Transform-Based ECG Steganography for Hiding Patients’ Confidential Information in e-Healthcare Systems Springer, Singapore Soft Computing: Theories and Applications Neetika Soni, Indu Saini and Butta Singh 978-981-15-0751-9 2020
Book Chapter _A Powerful Tool in Medical Diagnosis IGI Global K Rawal, G Sethi, BS Saini and Indu Saini 10.4018/978-1-5225-9787-2 2020
Book Chapter Fog Removal Algorithms for Real-Time Video Footage in Smart Cities for Safe Driving IGI-Global N Sood, I Saini, T Awasthi, MK Saini, P Bhoriwal, T Kaur 9781522580850 2019
Book Chapter Electrocardiogram Beat Classification Using BAT-Optimized Fuzzy KNN Classifier IGI-Global Atul Kumar Verma, Indu Saini, Barjinder Singh Saini 9781522579526 2019
Book Chapter Electrocardiogram Dynamic Interval Feature Extraction for Heartbeat Characterization IGI-Global Atul Kumar Verma, Indu Saini, Barjinder Singh Saini 9781522579526 2019
Book Chapter Robust Steganography in Non-QRS Regions of 2D ECG for Securing Patients' Confidential Information in E-Healthcare Paradigm IGI-Global Neetika Soni, Indu Saini, Butta Singh 9781522579526 2019
Book Chapter Analysis of HRV during the Menstrual Cycle and Postmenopause IGI-Global K Rawal, B S Saini and I Saini 9781522506607 2016
Book Chapter Analysis of HRV during the Menstrual Cycle and Postmenopause IGI Global K Rawal, B S Saini and I Saini 2327-7033 2015

Research Projects

Role Project Type Title Funding Agency From To Amount Status Co-Investigator
R&D Design and Development of Anti-Eve Teasing Device for Women Safety MIETY 23-09-2018 23-09-2020 15.00 lacs Completed Dr Neetu Sood
PI R&D Modified Solar Power based vehicle for Physically challenged person TEQIP-II NIT Jalandhar 2014 2015 19000 Completed Dr Neetu Sood
PI R&D Generation of Electricity from BIOGAS with GPS leakage detection TEQIP-II NIT Jalandhar 2014 2015 15000 Completed -
PI R&D Laser Based Smart Hardware Design for Power Saving IEI R&D Cell 20-05-2019 20-02-2020 20,000 Completed Dr Neetu Sood
PI R&D To Develop Low Cost Sanitizer for Fruits, Vegetables and Packed Food items TEQIP-III 04-05-2020 21-12-2020 1,15,000 Completed Dr Neetu Sood
PI R&D Investigations in Reconfigurable Systems MHRD 2005 2011 8.00 lacs Completed -

Events Organized

Category Type Title Venue From To Designation
Workshop National Need for IPRs for Engineers and Researchers and new career opportunities in IPR NIT Jalandhar 02-05-2015 02-05-2015 Coordinator
Self Financed STC National Electronics & Communication System Design Aspects NIT Jalandhar 25-05-2015 29-05-2015 Coordinator
One-week Industrial-Institute-Interaction training program sponsored by TEQIP-II National Emerging Trends of Research in Electronics and Communication NIT Jalandhar 01-12-2014 05-12-2014 Coordinator
Two weeks FDP/STTP National ICT for Computing & Signal Processing CT Institute and NIT Jalandhar 03-06-2013 14-06-2013 Coordinator
2nd International Conference International International Conference on Biomedical Engineering and Assistive Technologies (BEATS-2012) NIT Jalandhar 06-12-2012 07-12-2012 Member Organizing Team
Ist International Conference International International Conference on Biomedical Engineering and Assistive Technologies (BEATS-2010) NIT Jalandhar 17-12-2010 19-12-2010 Member Organizing Team
Self Financed STC National Research Trends in VLSI Devices and Circuits Co-design NIT Jalandhar 04-06-2018 08-06-2018 Co-cordinator
Self Financed STC National Current Trends in Signal and Image Processing NIT Jalandhar 18-06-2018 22-06-2018 Cordinator
FDP National Artificial Intelligence using deep learning & Machine learning NIT Jalandhar 09-12-2019 13-12-2019 Cordinator
Webinar National Design of Brain Controlled Applications NIT Jalandhar 26-06-2020 26-06-2020 Cordinator
National level Hackathon- HackNITJ’19 National HackNITJ’19 NIT Jalandhar 21-09-2019 21-09-2019 Co-cordinator
Symposium National Recent Research Trends in Sciences and Engineering (RRTSE-2019) NIT Jalandhar 08-10-2019 08-10-2019 Cordinator

Professional Affilation

Designation Organization
Member (Membership No. - M-1595363) Institution of Engineers, Kolkata, India
Member IAENG

PhD Supervised

Scholar Name Research Topic Status Year Co-Supervisor
Nitika Soni Stegnography and Compression Techniques for ECG Signal Completed 2021 Dr Butta Singh (GNDU ASR)
Mukesh Kumar Wireless Communication Systems using ML Ongoing 2021 Dr Neetu Sood
Pushpinder Singh Wireless Communication Systems using ML Ongoing 2021 Dr Neetu Sood
Atul Kumar Verma ECG Signal Analysis and Characterization Completed 2020 Dr B S saini
Mayank Kumar Singh Biomedical Image Processing Ongoing 2019 Dr Neetu Sood
Kavya Sai Plant Signalling Ongoing 2018 Dr Neetu Sood
Ruchika Arora Machine Learning Approaches in Medical Image/Signal Analysis Ongoing 2018 Dr Neetu Sood
Kirti Singh Biomedical Signal Processing Ongoing 2018 Dr Neetu Sood

PG Dissertation Guided

Student Name Dissertation Title Status Year Co-Supervisor
Priyadarshini Babu Enabling Remote Hardware-Software Interface Testing Completed 2021 -
RajaniKant Tiwari Design of a Low-Level Offset Op Amp using Ping-Pong Auto Zeroing Architecture Completed 2021 -
Apoorva Design and Analysis of Ultra-High Aspect Ratio InGaAs FinFET Completed 2021 Dr Ashish Raman
Krisumraj P-doped β-Ga 2 O 3 on AlN/β-Ga 2 O 3 Normally Off HEMT for high frequency application Completed 2021 Dr Ashish Raman
Shivam Kumar JLTFT (Junctionless TFT) Based On SOI Completed 2021 Dr Mamta Khosla
Tanima Analysis Of Three Doshas - Vata, Pitta and Kapha in Various Physiological Conditions Completed 2020 Dr B S Saini
Akshay Kumar Reducing The Impact of Mobile Radiation On Variability in Heart Rate Using Negative Ion Generator Completed 2020 Dr Neetu Sood
Deepali Garg FPGA Implementation of a Low Power 8-bit Microcontroller for a wireless sensor node Completed 2020 Dr Mamta Khosla
Rahul Design and Analysis of SOI based IGZO Junction less Thin Film Transistor for Low Power Applications Completed 2020 Dr Mamta Khosla
Diksha Kumari Monitoring of Heart Rate through Spectral features of the Speech signal Completed 2019 Dr Neetu Sood
Mayank Kumar Singh Machine Learning based Brain Computer Interface system with smart GUI and IoT for assisting a disable Completed 2019 Dr Neetu Sood
Rajat Chauhan PAPR Reduction of MIMO-OFDM based PTS technique using Galactic Swarm Optimization. Completed 2019 Dr Neetu Sood
Gaurav Joshi Design and Performance Evaluation of Vertical TFET for Biosensor applications removal Completed 2019 Dr Neetu Sood
Neha Gupta Physiological Dynamics of EEG during meditation using wavelet families. Completed 2018 Dr Neetu Sood
Anurag Electrical Signal analysis of Different types of Oxygen efficient plants. Completed 2018 Dr Neetu Sood
Neha An improved convolution neural network for classification of small patches of granite tiles Completed 2018 Dr B S Saini
Norkit Lepcha GLCM and PCA based image steganography using Chaos-based encryption Completed 2018 Dr B S Saini

Patents

Name Reg./Ref. No. Date of Award/Filling Organization Status
SAFETY DEVICE FOR WOMEN FOR INSTANT PREVENTION OF BAD TOUCH 201911045905 12-11-2021 Dr B R Ambedkar National Institute of Technology Jalandhar Granted
PERSONAL WEARABLE TOUCH-FREE SANITIZER DISPENSING SYSTEM 202011045662 13-07-2022 Dr B R Ambedkar National Institute of Technology Jalandhar Granted

Admin. Responsiblities

Position Held Organization From To
Warden Girls Hostel May 2003 April 2007
Member Women Cell May 2013 Jauary 2015
Faculty in-charge Women Cell Feb’2015- May’16
Faculty Incharge Music and Dramatic Society August' 2008 Feb' 2010
Faculty Co-ordinator NITJ Coding Club September' 2018 Till date
Faculty Co-ordinator SPIC Macay May' 2020 Till date
Faculty Co-ordinator Annual Report Feb.' 2020 Till date

Award and Honours

Title Activity Given by Year
Distinguished Woman in Engineering Academic Workshop The Centre for Advanced Research and Design (CARD) of Venus International Foundation 2019
Bharat Excellence Award National Conference FFI, India 2019