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Anil Kumar Tiwari

Professor, Department of Electrical Engineering

Indian Institue of Technology, Jodphur

EDUCATION

  • B.E. (1990, Nagpur University), Electronics Engineering
  • M.Tech. (2001, IIT Kharagpur), Electrical Engineering
  • Ph.D. (2007, IIT Kharagpur), Electronics and Electrical Communication Engineering

RESEARCH AREAS

  • Image and Video Coding
  • Image Interpolation, Enhancement of Images, Development of Noise reduction algorithms
  • Watermarking
  • Development of low cost devices for health monitoring

PUBLICATIONS


Patent (in Reverse Chronological Order)


  1. Kumar Rahul, Anil Kumar Tiwari (2023). Image Compression for Transmission (Indian Patent No. 435148). The Patent Office, Government Of India. https://ipindia.gov.in/


Journals (in Reverse Chronological Order)


  1. Salim Rukhsar, Anil Kumar Tiwari, Lightweight convolution transformer for cross-patient seizure detection in multi-channel EEG signals, Computer Methods and Programs in Biomedicine, Volume 242, 2023, 104856
  2. Supriya Suman, Anil Kumar Tiwari,, Tejas Ingale, Kuldeep Singh, Automated detection of Hypertensive Retinopathy using few-shot learning, Biomedical Signal Processing and Control, Volume 86, Part C, 2023, 105310, ISSN 1746-8094, https://doi.org/10.1016/j.bspc.2023.105310. Free access till September 22, 2023 Download
  3. Supriya Suman, Anil Kumar Tiwari, Kuldeep Singh, Computer-aided diagnostic system for hypertensive retinopathy: A review, Computer Methods and Programs in Biomedicine, Volume 240, 2023, 107627, ISSN 0169-2607, https://doi.org/10.1016/j.cmpb.2023.107627
  4. Salim Rukhsar, Anil Kumar Tiwari, Barnes–Hut approximation based accelerating t-SNE for seizure detection, Biomedical Signal Processing and Control, Volume 84, 2023, 104833, ISSN 1746-8094, https://doi.org/10.1016/j.bspc.2023.104833
  5. Aditya Raj, Nisarg A. Shah, Anil Kumar Tiwari, A novel approach for fundus image enhancement, Biomedical Signal Processing and Control, Volume 71, Part B, 2022, Elsevier, Free access till 1 December Download
  6. Naveen Kumar Mangal, Anil Kumar Tiwari, A review of the evolution of scientific literature on technology-assisted approaches using RGB-D sensors for musculoskeletal health monitoring, Computers in Biology and Medicine, Volume 132, 2021, Elsevier
  7. Aditya Raj, N. A. Shah, Anil Kumar Tiwari, and M. G. Martini, "Multivariate Regression-Based Convolutional Neural Network Model for Fundus Image Quality Assessment," in IEEE Access, vol. 8, pp. 57810-57821, 2020, doi: 10.1109/ACCESS.2020.298258.
  8. W. Lin, T.S. Shinde, W. Dai, M. Liu, X. He, Tiwari A.K., H. Xiong, Adaptive lossless compression of skeleton sequences, Signal Processing: Image Communication, Vol. 80, 2020, Elsevier
  9. T.S. Shinde, Tiwari A.K., W. Lin, L. Shen, Background foreground boundary aware efficient motion search for surveillance videos, Signal Processing: Image Communication, Vol. 82, 2020, Elsevier
  10. Aditya Raj, Tiwari A.K. and M. G. Martini, Fundus image quality assessment: survey, challenges, and future scope, IET Image Processing, vol. 13, no. 8, pp. 1211-1224, 2019
  11. K. Rahul and Tiwari A.K., FQI: feature-based reduced-reference image quality assessment method for screen content images, IET Image Processing, vol. 13, no. 7, pp. 1170-1180, 2019
  12. Rahul, Kumar, and Tiwari, A.K., Saliency Enabled Compression in JPEG Framework, 2018, IET Image Processing
  13. Shinde, Tushar Shankar, and Tiwari, A.K., Efficient Direction-Oriented Search Algorithm for Block Motion Estimation, 2018, IET Image Processing
  14. Jain, P.Kumar, and Tiwari A.K., A robust segmentation algorithm for phonocardiogram signal using wavelet transform with tunable Q-factor, Journal of medical and biological engineering, Vol. 38, No. 3, pp 396-410, 2018
  15. Jain, P.Kumar, and Tiwari A.K., An adaptive thresholding method for the wavelet based denoising of phonocardiogram signal, Biomedical Signal Processing and Control, Vol. 38, pp 388-399, 2017
  16. Maheshwari S., and Tiwari A. K., Wi-BioScan: Human identification based on radio shadows. In SENSORS, pp. 1-3, 2017, IEEE
  17. Jain, P.Kumar, and Tiwari A.K., and Chourasia V.S., Performance analysis of seismocardiography for heart sound signal recording in noisy scenarios, Journal of medical engineering & technology, Vol. 40, No.3, 2015
  18. Jain, P.Kumar, and Tiwari A.K., Heart monitoring systems - A review, Computers in Biology and Medicine, Vol.54, No.1, pp.1 - 13, 2014
  19. Chourasia, V.S., Tiwari, A.K. and Gangopadhyay, R. , Interval Type-2 Fuzzy Logic based Antenatal Care System using Phonocardiography, Applied Soft Computing, Vol. 14 part C, pp 489–497, 2014 , Elsevier
  20. Chourasia, V.S. and Tiwari, A.K., Design methodology of a new wavelet basis function for fetal phonocardiographic signals, The Scientific World Journal, Vol. 2013, pp 12 pages, 2013 , Hindawi
  21. Chourasia, V.S., Tiwari, A.K. and Gangopadhyay, R. , Implementation of fetal e-health monitoring system through biotelemetry, International Journal of Electronic Healthcare, Vol. vol. 7, no. 1, pp 36-52, 2012 , Indescience
  22. Chourasia, V.S., Tiwari, A.K. and Gangopadhyay, R. , Spectral Analysis of Fetal Heart Sounds in Healthy and Pathological Subjects, International Journal of Medical Engineering and Informatics, Vol. Vol. 4, No. 2, pp 125-139, 2012 , Indescience
  23. Chourasia, V.S., Tiwari, A.K. and Gangopadhyay, R. , Adaptive Neuro-Fuzzy inference system for antepartum antenatal care using phonocardiography, International Journal of Biomedical Engineering & Technology, Vol. vol. 8, no. 4, pp 357-374, 2012, Indescience
  24. Chourasia, V.S. and Tiwari, A.K., Wireless data acquisition system for fetal phonocardiographic signals using Bluetooth, International Journal of Computers in Healthcare, Vol. vol. 1, no. 3, pp 240-253, 2012 , Indescience
  25. Chourasia, V.S., Tiwari, A.K., Gangopadhyay, R. and Akant, K.A., Fetal phonocardiogarphic signal denoising based on non-negative matrix factorization, Journal of Medical Engineering and Technology, Vol. vol. 36, no.1-2, pp 57-66, 2011 , Taylor & Francis
  26. Chourasia, V.S. and Tiwari, A.K., Fetal heart rate variability analysis from phonocardiographic recordings, Journal of Mechanics in Medicine and Biology, Vol. vol. 11, no. 5, pp 1315-1331, 2011 , World Scientific
  27. Chourasia, V.S., Tiwari, A.K. and Gangopadhyay, R. , Time-frequency characterization of fetal phonocardiographic signals using wavelet scalogram, Journal of Mechanics in Medicine and Biology, Vol. vol. 11, no. 2, pp 391-406, 2011 , World Scientific
  28. Jakhetiya, V., Horkaew, P. and Tiwari, A.K., Iterative Visualization of a Rotationally Scanned Ultrasound on an Arbitrary 2-D plane Using 2-D Autoregressive Modeling, Knowledge and Smart Technologies and also in ECTI-Transaction on Computer and Information Technology, pp Not Known, 2010 , ECTI
  29. Tiwari, A.K. and Kumar, R.V.R., A Minimum Entropy Based Switched Adaptive Predictor For Lossless Compression Of Images, Journal on Signal, Image and Video Processing, Vol. Vol. 3, No. 4, pp 307-318, 2009 , Springer
  30. Chourasia. V.S. and Tiwari, A.K., A Review and Comparative Analysis of Recent Advancements in Fetal Monitoring Techniques, Critical Reviews in Biomedical Engineering, Vol. vol. 36, no. 5-6, pp 335-373, 2008 , Begell House


Conferences (in Reverse Chronological Order)


  1. Saikat Dutta, Sourya Dipta Das, Nisarg A. Shah, Anil Kumar Tiwari, Stacked Deep Multi-Scale Hierarchical Network for Fast Bokeh Effect Rendering from a Single Image, Accepted in Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshop, 2021.
  2. S. Saini, D. Gupta, Tiwari A.K., Detector-SegMentor Network for Skin Lesion Localization and Segmentation, National Conference on Computer Vision, Pattern Recognition, Image Processing and Graphics
  3. S. Maheshwari, Tiwari A.K., AI-Enabled WI-FI Network to estimate human sleep quality based on intensity of movements, IEEE International Conference on Advanced Networks and Telecommunications Systems, 2019
  4. T. S. Shinde, Tiwari A.K. and W. Lin. Low-complexity Adaptive Switched Prediction based Lossless Compression of Time-lapse Hyperspectral Image Data. IEEE Global Conference on Signal and Information Processing (GlobalSIP), IEEE, 2019
  5. T. S. Shinde and Tiwari A.K.. Pruning SIFT & SURF for Efficient Clustering of Near-duplicate Images, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 3132-3136, IEEE, 2019
  6. Jain, P. Kumar, and Tiwari, A.K., A novel method for suppression of motion artifacts from the seismocardiogram signal, 2016 IEEE International Conference on Digital Signal Processing (DSP), Beijing, pp. 6-10, 2016
  7. Jain, P. Kumar, and Tiwari, A.K., An adaptive method for shrinking of wavelet coefficients for phonocardiogram denoising," 2016 IEEE International Conference on Digital Signal Processing (DSP), Beijing, pp. 1-5, 2016
  8. Jain, P. Kumar, and Tiwari, A.K., An algorithm for automatic segmentation of heart sound signal acquired using seismocardiography," 2016 International Conference on Systems in Medicine and Biology (ICSMB), Kharagpur, pp. 157-161, 2016
  9. Jain, P. Kumar, and Tiwari, A.K., and Bhagat, O.L., Seismocardiography: An alternate method to estimate electro-mechanical window," 2016 International Conference on Systems in Medicine and Biology (ICSMB), Kharagpur, pp. 136-139, 2016
  10. Maheshwari S., and Tiwari A. K., Walking Parameters Estimation Through Channel State Information Preliminary Results, 9th International Conference on Signal Processing and Communication Systems (ICSPCS’15), Cairns (Barrier reef) Australia, from December 14-16, 2015. IEEE Signal Processing Society
  11. Maheshwari S., and Tiwari A. K., Ubiquitous Fall Detection Through Wireless Channel State Information, International Conference on Computing and Network Communications (CoCoNet'15),  December 16-19, 2015, Trivandrum, Kerala, India, IEEE Communication Society
  12. Jaiswal, S.P., Oscar Au, Jakhetiya, V., Yuanfang Guo, Tiwari, A.K., Kong Yue, Efficient Adaptive Prediction Based Reversible Image Watermarking, IEEE Internation Conference on Image Processing (ICIP), pp 4540-4544, 2013 , IEEE
  13. Jaiswal, S.P., Oscar Au, Jakhetiya, V., Bhadviya, J., Yuan Yuan, Tiwari, A.K., An Efficient Two Phase Image Interpolation Algorithm Based Upon Error Feedback Mechanism, IEEE Workshop on Signal Processing Systems, pp 251-255, 2013 , IEEE
  14. Agrawal, N. and Tiwari, A.K., An efficient new edge prediction technique for removal of salt and pepper noise, IEEE International symposium on image and signal processing and analysis, pp Not known, 2013 , IEEE
  15. Agrawal, N. and Tiwari, A. K., A low complex algorithm for image interpolation as well as lossless compression of natural images, IEEE International symposium on image and signal processing and analysis, pp Not known, 2013 , IEEE
  16. Singla, A., Tiwari, A.K., Jaiswal, S.P., Jakhetiya, V., Adaptive Predictor Structures for Lossless Compression of Videos, IEEE Data Compression Conference (DCC), pp 410, 2012 , IEEE
  17. Jaiswal, S.P., Jakhetiya, V., Kumar, A. and Tiwari, A.K., A Low Complex Context Adaptive Image Interpolation Algorithm For Real-Time Applications, IEEE International Instrumentation and Measurement Technology Conference (I2MTC), pp 1-4, 2012 , IEEE
  18. Kumar, A., Agarwal, N., Bhadviya, J. and Tiwari, A.K., An efficient 2-D jacobian iteration modeling for image interpolation, 19th IEEE International Conference on Electronics, Circuits and Systems, pp 977-980, 2012 , IEEE
  19. Jaiswal, S.P., Mittal, G., Jakhetiya, V. and Tiwari, A.K., An Efficient Two Pass Lossless Invisible Watermaking Algorithm for Natural Images, 19th International Conference on Systems, Signals and Image Processing, pp 164-167, 2012 , IEEE
  20. Jakhetiya, V., Jaiswal, S.P., Kumar, A. and Tiwari, A.K., A Low Complex Context Based Image Interpolation Algorithm For Natural Images, 29th IEEE International Instrumentation and Measurement Technology Conference, pp 969-972, 2012 , IEEE
  21. Singla, A., Shukla, J., Tiwari, A.K., Jaiswal, S.P. and Jakhetiya, V., Adaptive Predictor Structures for Lossless Compression of Videos, 22nd IEEE Data Compression Conference, pp 410, 2012 , IEEE
  22. Jakhetiya, V., Jaiswal, S.P., Singla, A. and Tiwari, A.K., A Lossless Image Prediction Algorithm using Slope Estimation and Least Square Optimization, 29th IEEE International Instrumentation and Measurement Technology Conference, pp 1567 - 1570 , 2012 , IEEE
  23. Bhadviya, J., Jaiswal, S.P., Jakhetiya, V. and Tiwari, A.K., Exploitation of Temporal Redundancy for Lossless Video Coding, biennial IEEE APCCAS 2012, pp 663-666, 2012 , IEEE
  24. Mittal, G., Jakhetiya, V., Jaiswal, S.P., Oscar C. Au, Bit-Depth Expansion Using Minimum Risk Based Classification, IEEE Visual Communication and Image Processing, pp Not Known, 2012 , IEEE
  25. Jakhetiya, V., Jaiswal, S.P., Tiwari, A.K., Oscar C. Au, Interpolation Based Symmetrical Predictor Structure For Lossless Image Coding, IEEE International Symposium on Circuits and Systems, pp 2913-2916, 2012 , IEEE
  26. Jakhetiya, V., Jaiswal, S.P., Tiwari, A.K. and Oscar C. AU, Interpolation Based Symmetrical Predictor Structure For Lossless Image Coding, 45th Anual IEEE International Symposium on Circuits andSystems, pp 2913 - 2916 , 2012 , IEEE
  27. Jakhetiya, V., Jaiswal, S.P., Tiwari, A.K., An Efficient Image Interpolation Algorithm Based upon the Switching and Self Learned Characteristics for Natural Images, 44th IEEE International Symposium on Circuits and Systems, pp 861 - 864, 2011 , IEEE
  28. Jakhetiya, V., Jaiswal, S.P. and Tiwari, A.K., A Novel Predictor Coefficient Interpolation Approach for Lossless Compression of Images, International Instrumentation and Measurement Technol- ogy Conference, pp 1 - 4, 2011 , IEEE
  29. Sharma, A. and Tiwari, A.K., Lossless Video Coding using Grid-Gradient Classification, 18th IEEE International Conference on Image Processing, pp 2041-2044, 2011 , IEEE
  30. Chobey, D.K., Sharma, A., Tiwari, A.K., A Novel Prediction Model For Lossless Video Compression, 21st IEEE Data Compression Conference, pp 452, 2011 , IEEE
  31. Mohit Vaishnav, Ashwani Sharma, Anil Kumar Tiwari, A Novel Computationally Efficient Motion Compensation Method Based on Pixel by Pixel Prediction, 21st IEEE Data Compression Conference, pp 480, 2011 , IEEE
  32. Jakhetiya, V., Jaiswal, S.P. and Tiwari, A.K., A Computationally Efficient Context based Image Interpolation Algorithm for natural images, IEEE International Instrumentation and Measurement Technology Conference (I2MTC), pp 1-4, 2011 , IEEE
  33. Jakhetiya, V., Jaiswal, S.P., Tiwari, A.K., A Computationally Efficient Context Based Image Interpolation Algorithm For Natural Images, 28th IEEE International Instrumentation and Measurement Technology Conference, pp 1 - 4, 2011 , IEEE
  34. Jakhetiya, V., Jaiswal, S.P., Tiwari, A.K., A Novel Predictor Coefficient Interpolation Algorithm for Enhancement of Spatial Resolution of Images, Asia Pacific Conference on Circuits and Systems, pp 140 - 143, 2010 , IEEE
  35. Shukla, J., Alwani, M. and Tiwari, A.K., A survey on lossless image compression methods, 2nd International Conference on Computer Engineering and Technology (ICCET), 2010, Vol. vol. 6, pp V6-136-V6-141, 2010 , IEEE
  36. Alwani, M., Goyal, D. and Tiwari, A.K., A Constrast Enhancement Based Algorithm To Improve Visibility Of Colored Foggy Images, Proceedings of the 4th WSEAS International Conference on Business Administration (ICBA 2010), pp 26-31, 2010, WSEAS
  37. Alwani, M., Goyal, D. and Tiwari, A.K., Medical Image Enhancement Algorithm Based On Local Contrast Enhancement And Human Visual Characteristics, Proceedings of the 7th IASTED International Conference on BioMedical Engineering (BIOMED), Vol. vol. 680, issue 139, pp 237-243, 2010 , ACTA
  38. Tiwari, A.K. and Kumar, R.V.R., A Lattice Algorithm For Lossless Image Compression Using Half-Plane Support Data, IEEE TENCON, Vol. Vol. 3, pp 899 - 903, 2003 , IEEE
  39. Tiwari, A.K. and Kumar, R.V.R., An Efficient Two-Stage Predictive Coding Method For Lossless Compression Of Images, International Conference on Advances in Pattern Recognition, pp 303-307, 2003 , books.google.co.in
  40. Tiwari, A.K. and Kumar, R.V.R., An Adaptive Lattice Algorithm For Modeling And Compression Of Picture Signals, Proceeding of 8th National Conference on Communications, pp 467-470, 2002 , Joint Telematics of IITs and IISc

STUDENTS


Ph.D Students

std

Aditya Raj

email raj.2@iitj.ac.in
Reseach Area: Fundus Image Processing, Image Quality Assessment
std

Naveen Mangal

email mangal.2@iitj.ac.in

Reseach Area: Healthcare Technologies, Human Body Monitoring, Kinematic Analysis

std

Supriya Suman

email suman.4@iitj.ac.in

Reseach Area: Healthcare Technologies

std

Salim Rukhsar

email rukhsar.1@iitj.ac.in

Reseach Area: Biomedical Signal Processing, Machine Learning

 

M.Tech-Ph.D. Dual Degree Student

std

Deepshikha Bhattacharya

email bhattacharya.1@iitj.ac.in

Reseach Area: Healthcare Technologies

 

Alumni

std

Dr. Puneet Kumar Jain

email jainp@nitrkl.ac.in

Assistant Professor @ NIT Rourkela, Rourkela

Reseach Area: Biomedical signal and image processing, AI and ML for Healthcare

std

Dr. Kumar Rahul

email rahul.1@iitj.ac.in

Data Scientist II, Amazon Development Center, Hyderabad

Reseach Area: Camera and Screen Content Image Compression and its Quality Assessment

std

Tushar Shinde

email shinde.1@iitj.ac.in

Video Coding Engineer, Qualcomm, Hyderabad

Reseach Area: Image and Video Compression

  1. Dr. Anil Kumar Tiwari
    Assistant Professor

generated with ISM

CONTACTS


home

IIT Jodhpur, NH 65 Nagaur

Road, Karwar 342 037,

Jodhpur District

email

akt@iitj.ac.in

phone

(+91) 291-280-1353