Faculty At Electronics And Communication Department



Dr.Subodh Srivastava
Dr.Subodh Srivastava
Assistant Professor
Basic Information Research Interest:-Image Processing, Pattern Recognition ,Machine Learning,Computer Vision and their Medical Applications
Email :- subodh@nitp.ac.in
Phone :-

Subjects Teaching in Department
  1. EC5503 MPMC
  2. EC L5503 MPMC
  3. 3EC3401 Digital logic and Computer Organization
  4. EC103 Digital Electronics
  5. EC146 Embedded System
  6. 4EC103 Digital Logic and Circuits
  7. 3EC104-Digital logic and Circuits Lab- CS-1_UG- Grp-A
  8. 3EC104-Digital logic and Circuits Lab- CS-1_UG- Grp-B
  9. 3ECL3401 Digital logic and Computer Organization lab Grp-A
  10. 3ECL3401 Digital logic and Computer Organization lab Grp-B
Educational Qualification
  1. Ph.D - Indian Institute of Technology (BHU), Varanasi U.P - 2014
  2. B.Tech(ECE) - UNS Institute of Engineering and Technology, VBSPU, Jaunpur U.P - 2007
  3. 12th( Intermediate) - U.P Board, Allahabad - 2003
  4. 10th (High School) - U.P Board, Allahabad - 2001
    Memberships & Society
    1. IEEE Member - 95516447
    2. Indian Society for Technical Education , IIT (D) Campus, Katwaria Sarai , New Delhi - LM 1222065
      Current Administrative Responsibility
      1. Asst. Warden of Koshi Hostel , NIT Patna
      2. UG Coordinator , ECE
      3. PI of EDC Lab
      4. PI of IEEE , NIT Patna
        Past Administrative Responsibility
        1. BOS member of Department of ECE at VNRVJIET-JNTU Hyderabad
        2. R & D and Industry Institute Interaction Committee Chairman (VNRVJIET-JNTU, Hyderabad )
        3. Consultancy and Academic Sponsored Projects member (VNRVJIET-JNTU, Hyderabad )
        4. Research Project Proposal Reviews member(VNRVJIET-JNTU, Hyderabad )
        5. Academic Student Mentor VNRVJIET-JNTU, Hyderabad
        6. Project Review Committee (UG) member at VNRVJIET-JNTU, Hyderabad
        7. Program Assessment Committee member for PG (Embedded System Design) at VNRVJIET-JNTU, Hyderabad
        8. Academic Coordinator at VNRVJIET-JNTU, Hyderabad
          Work Experiences
          1. Assistant Professor, NIT Patna (03.08.2018 to till date)
          2. Assistant Professor ,VNRVJIET-JNTU, Hyderabad (23-11-2016 to 31-7-2018)
          3. Visiting Faculty, IIT(BHU), Varanasi (07-02-2015 to 21-11-2016)
          4. Guest Faculty , IIT(BHU), Varanasi (27-12-2014) to 06-02-2015
            Books
            1. Book Chapter(“Basic Understanding of Medical Imaging Modalities), P.Kumar , S. Srivastava and R. Srivastava, Apple Academic Press, Taylor and Francis Group, 2020 (provisionally Accepted ).
            2. Book Chapter (Basic Understanding of Medical Image Processing” in High-Performance Medical Image Processing, P. Kumar , S. Srivastava , and Y. Padma Sai, Apple Academic Press, Taylor and Francis Group, 2020 (provisionally Accepted ).
            3. Book Chapter ( Image analysis and understanding techniques for breast cancer detection from digital mammograms ,” in Research Developments in Computer Vision and Image Processing: Methodologies and Applications, Chapter 8), Subodh Srivastava, Neeraj Sharma, and S.K. Singh, IGI Global, USA, September - 2013.
            4. Book Chapter (An efficient approach for the prediction of G-protein coupled receptors and their sub-families), A. K. Tiwari, R. Srivastava,and Subodh Srivastava, Smart Innovation System and Technology (Springer, LNCS).ISSN NO: 978-81-322-2529-4 pp 577-584 - 2015.
            5. Book Chapter (PDE based Unsharp Masking, Crispening and High Boost Filtering of Digital Images), R. Srivastava, H.Parthasarthy and Subodh Srivastava, Springer Berlin Heidelberg, Germany - 2009.
            6. Book Chapter (WSN Structure Based on SDN”InInnovations-in-Software-Defined-Networking-and-Network- Functions-Virtualization), Premkumar Chithaluru , Ravi Prakash, and Subodh Srivastava, IGI Global, USA, Sept. - 2017.
              Journals
              1. Subodh Srivastava, Guddu Kumar and et al, A Complex Diffusion based Modified Fuzzy C Means Approach for Segmentation of Ultrasound Image in presence of Rayleigh Noise for Breast Cancer Detection. Revue d Intelligence Artificielle,Lavoisier, SCImago IF: 0.40 Accepted. , 9 - 2020,.
              2. Senapati RK, Srivastava Subodh, Mankar P, RST invariant blind image watermarking schemes based on discrete Tchebichef transform and singular value decomposition. Arabian Journal for Science and Engineering, Springer SCI IF:1.72. 23(1), 4 - 2020,3331–3353, Https://doi.org/10.1007/s13369-020-04387-9 .
              3. Jani K, Srivastava S and et al, Automatic abnormality detection system for capsule endoscopy. Journal of Information Science and Engineering. Special Issue on Smart Computational Intelligence for a Digital World , SCIE IF: 0.541 . 36(5), 9 - 2020,955-966, 10.6688/JISE.202009_36(5).0001.
              4. Jani KK, Srivastava Subodh and et al, Computer aided diagnosis system for ulcer detection in capsule endoscopy using optimized feature set. Journal of Intelligent & Fuzzy Systems SCI IF:1.840. 37(1), 1 - 2019,1491-1509, DOI: 10.3233/JIFS-182883.
              5. Jani KK,Subodh Srivastava and et al , Computer Aided Diagnosis for Capsule Endoscopy :From Inception to Future. International Journal of Recent Technology and Engineering,Elsevier. 8(3), 12 - 2019,12263-12271, 2277-3878.
              6. Singh VP, Srivastava Subodh, Srivastava R, Automated and effective content-based image retrieval for digital mammography. Journal of X-ray Science and Technology, IOS PRESS, SCI, IF:1.662. 26(1), 2 - 2018,29-49, DOI: 10.3233/XST-17306.
              7. Kumar R, Srivastava Subodh, Srivastava R, A fourth order PDE based fuzzy c-means approach for segmentation of microscopic biopsy images in presence of Poisson noise for cancer detection. Computer methods and programs in biomedicine , Elsevier, SCI IF: 3.632. 146, 7 - 2017,59-68, Https://doi.org/10.1016/j.cmpb.2017.05.003 .
              8. Kushwaha AK, Srivastava Subodh, Srivastava R, Multi-view human activity recognition based on silhouette and uniform rotation invariant local binary patterns. Multimedia Systems, Springer SCI, IF: 1.734. 23(4), 7 - 2017,451-467, Https://doi.org/10.1007/s00530-016-0505-x .
              9. Singh VP, Srivastava Subodh, Srivastava R, Effective mammogram classification based on center symmetric-LBP features in wavelet domain using random forests. Technology and Health Care, IOS Press,SCI IF: 0.787. 25(4), 1 - 2017,709-727, DOI: 10.3233/THC-170851.
              10. Singh VP, Srivastava Subodh, Srivastava R, An efficient image retrieval based on fusion of fast features and query image classification. International Journal of Rough Sets and Data Analysis,SCIE. 4(1), 1 - 2017,19-27, DOI: 10.4018/IJRSDA.2017010102.
              11. Yadav RB, Srivastava Subodh, Srivastava R., Modified complex diffusion based nonlinear filter for restoration and enhancement of magnetic resonance images. International Journal of Biomedical Engineering and Technology, eSCI H-Index-17. 23(1), 2 - 2017,19-37, Https://doi.org/10.1504/IJBET.2017.082226.
              12. Kumar R, Srivastava R, & Srivastava S , Microscopic Biopsy Image Segmentation Using Hybrid Color K-Means Approach. International Journal of Computer Vision and Image Processing , IGI Global. 7(1), 1 - 2017,79-90, DOI: 10.4018/IJCVIP.2017010105.
              13. Yadav RB, Srivastava Subodh, Srivastava R, Identification and removal of different categories of noises from magnetic resonance image using hybrid partial differential equation-based filter. International Journal of Digital Signals and Smart Systems SCI mago. 1(2), 11 - 2017,87-98, Https://doi.org/10.1504/IJDSSS.2017.088050.
              14. Yadav, R. B., Srivastava, S., & Srivastava, R, A partial differential equation-based general framework adapted to Rayleigh, Rician and Gaussian distributed noise for restoration and enhancement of magnetic resonance image.. Journal of medical physics,eSCI IF:0.64 H-Index-22. 41(4), 10 - 2016,Doi: 10.4103/0971-6203.195190.
              15. Kumar R, R Srivastava, and Subodh Srivastava, Detection and classification of cancer from microscopic biopsy images using clinically significant and biologically interpretable features. Journal of medical engineering,Hindawi, SCI mago. 2015, 8 - 2015,10.1155/2015/457906 .
              16. Srivastava, Subodh, N Sharma, and S. K. Singh, Fusion of SFS-SVM feature selection methods using robust rank aggregation for optimal feature subset selection for mammogram classification.. International Journal of Enhanced Research in Science Technology & Engineering IF: 1.252. 3(1), 1 - 2014,171-176, 2319-7463.
              17. Srivastava, Subodh, Neeraj Sharma, S. K. Singh and R. Srivastava , A combined approach for the enhancement and segmentation of mammograms using modified fuzzy C-means method in wavelet domain. Journal of medical physics,eSCI IF:0.64 H-Index-22. 39(3), 7 - 2014,69–183, Doi: 10.4103/0971-6203.139007.
              18. Srivastava, Subodh, N Sharma, S. K. Singh, and R Srivastava, Quantitative analysis of a general framework of a CAD tool for breast cancer detection from mammogram. Journal of Medical Imaging and Health Informatics,SCI IF: 0.67. 4(5), 10 - 2014, 654-674, https://doi.org/10.1166/jmihi.2014.1304..
              19. Srivastava, Subodh, Neeraj Sharma, and S. K. Singh, Empirical Analysis of Supervised and Unsupervised Filter based Feature Selection Methods for Breast Cancer Classification from Digital Mammograms. . International Journal of Computer Applications SCI mago IF:3.12 . 88(8), 2 - 2014,20-33, 0975 – 8887.
              20. Srivastava, Subodh, et al, Design, analysis and classifier evaluation for a CAD tool for breast cancer detection from digital mammograms.. International Journal of Biomedical Engineering and Technology, eSCI H-Index-17. 13(3), 12 - 2013,270-300, Https://doi.org/10.1504/IJBET.2013.058447.
              21. Srivastava, Rajeev, and Subodh Srivastava, Restoration of Poisson noise corrupted digital images with nonlinear PDE based filters along with the choice of regularization parameter estimation. Pattern Recognition Letters SCI IF:3.255. 34(10), 7 - 2013,1175-1185, Https://doi.org/10.1016/j.patrec.2013.03.026..
              22. Srivastava, Subodh, et al, A fourth-order PDE-based non-linear filter for speckle reduction from Optical Coherence Tomography images. International Journal of Biomedical Engineering and Technology, eSCI H-Index-17. 10(1), 10 - 2012,55-69, Https://doi.org/10.1504/IJBET.2012.049325..
              23. Srivastava, Subodh, et al, A non-linear complex diffusion based filter adapted to Rayleigh speckle noise for de-speckling ultrasound images. International Journal of Biomedical Engineering and Technology, eSCI H-Index-17. 10(2), 10 - 2012,101-117, Https://doi.org/10.1504/IJBET.2012.049362..
              24. Srivastava, R, Parthasarathy, H. and Srivastava, S,, An adaptive non-linear PDE-based speckle reduction technique for ultrasound images. International Journal of Biomedical Engineering and Technology, eSCI H-Index-17. 6(3), 7 - 2011,304-322., , Https://doi.org/10.1504/IJBET.2011.041468..
                International Conferences
                1. Ravi Ranjan Kumar , Abhinav Kumar & Subodh Srivastava, Anisotropic Diffusion Based Unsharp Masking and Crispening for Denoising and Enhancement of MRI Images, In IEEE International Conference on Emerging Frontiers in Electrical and Electronic Technologies (ICEFEET -2020).   NIT Patna, India during 10th - (11th July, 2020,) ,July - 2020, Accepted .
                2. Jani, K., Srivastava, S., and et al.,, Computer aided medical image analysis for capsule endoscopy using conventional machine learning and deep learning, In 2019 7th International Conference on Smart Computing & Communications (ICSCC) (pp. 1-5).Sarawak, Malaysia, IEEE..  1-5, Curtin University,Sarawak, Malaysia,,Jun - 2019, DOI: 10.1109/ICSCC.2019.8843669.
                3. K.Jani, R. Srivastava, and Subodh Srivastava, Computer Aided Medical Image Analysis for Capsule Endoscopy using Multi-class Classifier , 2019 IEEE 5th International Conference for Convergence in Technology (I2CT) Pune, India. Mar 29-31, 2019.  (1-6), Pune, India,March - 2019, 978-1-5386-8075-9/19/$31.00 ©2019 IEEE.
                4. Guddu Kumar, Niharika Kulshrestha, and Subodh Srivastava, Analysis of different fuzzy C-means membership functions for the design of CAD tool of early breast cancer detection, 2nd International Conference on Advanced Computing and Software Engineering (ICACSE-2019).  331-335 Available at SSRN 3350301 (2019) , KNIT,Sultanpur, India,Feb - 2019, .
                5. R.B Yadav, Subodh Srivastava,R.Srivastava, Identification and removal of different noise patterns by measuring SNR value in magnetic resonance images, 2016-IEEE Ninth International Conference on Contemporary Computing (IC3).   Noida, India,August - 2016, 10.1109/IC3.2016.7880212 .
                6. R.B Yadav, Subodh Srivastava,R. Srivastava, An efficient PDE-Based nonlinear filter adapted to Rician noise for restoration and enhancement of magnetic resonance images Decision, 2016 IEEE INDIA INTERNATIONAL CONFERENCE ON INFORMATION PROCESSING.  Delhi Technological University, Delhi,August - 2016, 10.1109/IICIP.2016.7975339 .
                7. A. K. Tiwari, R. Srivastava, Subodh Srivastava, An efficient approach for the prediction of G-protein coupled receptors and their sub-families, In proc. 3rd international conference on Advanced Computing, networking, and informatics (ICACNI 2015),Springer.   - 2015, 978-81-322-2529-4.
                8. Subodh Srivastava., Neeraj Sharma, and S.K. Singh, Optimal feature subset selection and classification by fusion of supervised filter based selected feature sets for breast cancer classification from mammograms, N proc: 3rd International Conference on Biomedical Engineering and Assistive Technologies (BEATS- 2014).   Chandigarh , India ,Feb - 2014, .
                9. Subodh Srivastava, N. Sharma, and R. Srivastava, Analysis of image segmentation techniques in the design of a CAD tool for early breast cancer detection from mammograms, International Conference on Artificial Intelligence and Soft Computing (AISC-2012).  IIT-BHU, Varanasi,Dec - 2012, .
                10. Subodh Srivastava, N. Sharma, R. Srivastava and S.K. Singh, Restoration of digital mammographic images corrupted with quantum noise using an adaptive Total Variation (TV) based nonlinear filter, In Proc. 2012 IEEE International Conference on Communications, Devices and Intelligent Systems (CODIS-12.  125-128, Jadavpur University, Kolkata,Dec - 2012, 10.1109/CODIS.2012.6422152.
                11. R. Srivastava, H .Parthasarthy,and Subodh Srivastava, PDE based homomorphic filtering for reducing speckle noise from digital images, Second International Conference on Advances in Computer Vision and Information Technology, (ACVIT-2009).  Aurangabad (MS), India,Dec - 2009, .
                12. R. Srivastava, H. Parthasarthy and Subodh Srivastava, PDE based Unsharp Masking, Crispening and High Boost Filtering of Digital images, International Conference on Contemporary Computing (IC3-2009).  8-13, Noida, India,August - 2009, 10.1007/978-3-642-03547-0 .
                National Conferences
                1. R. Srivastava, D. Roy Choudhury and Subodh Srivastava, Restoration of Digital Images from a Reverse Heat Equation and its parallel implementation using MPIs, National Conference and Workshop on High Performance Computing (HPCA’2010).  BHU, Varanasi,U.P, India,Feb - 2010, .
                Professional Services
                1. Conducted Online FDP on Machine Learning for Computer Vision from 29th July 2020 to 8 July 2020 Jointly organized by Electronics & ICT Academies at NIT Patna IIT Guwahati, MNIT Jaipur, & IIITDM Jabalpur Supported Ministry of Electronics and Information Technology MeitY Govt of India, Role: Coordinator
                2. Delivered invited talk/expert lecture on topic “Image Processing and their Medical Applications in Five Days Online FDP Programme Recent Communication Tool and Its Application Conducted by MEC Hyderabad 19 to 23 May 2020
                3. Conducted Five Days“ Hands on WorkShop on Internet of Things (IOT)/Embedded System” under TEQIP-III at NIT Patna 14-18 February 2020 Role: Coordinator
                4. Conducted NKN Winter Faculty Development Program(FDP) on “Deep Learning and Applications” Jointly organized by: Electronics & ICT Academies at - MNIT Jaipur, NIT Patna & IIITDM 09 – 13 December ,2019 Role: Coordinator
                5. Chaired Session at National Symposium on Vacuum Electronics Devices and Application (VEDA-2019), held during November 21-23, 2019, at Department of ECE, National Institute of Technology
                6. Chaired Session at 4th International Conference on Soft Computing : Theories and Applications (SoCTA 2019), held during 27-29 December’2019, at Department of ECE, National Institute of Technology.
                7. Conducted, five days student workshop and talk session on “Cloud Computing” under IEEE SB NIT Patna 16-20 October 2019 Role: Coordinator and PI
                8. Conducted workshop on Ethical Hacking under IEEE student Branch, NIT Patna during 2-13 Oct 2019
                9. Organised workshop on IOT with Raspberry PI & Python workshop under IEEE student Branch, NIT Patna by PI-IEEE, during 27-28 Oct 2019 under IEEE Student Branch, NIT Patna
                10. Conducted IEEE distinguished lecture (Prof. Mohamed Rawidean Mohd Kassim, MIMOS,the Ministry of Science, Technology and Innovation Malaysia on date 25/09/2019 at NIT Patna Role: Coordinator
                11. Conducted IEEE distinguished lecture (Distinguished Professor, Dr. R Venkatesha Prasad from Delft University of Technology (TU Delft), Netherlands on 22nd August 2019 at NIT Patna Role: Coordinator
                12. Conducted NKN Summer Faculty Development Program (FDP) on “Embedded System and Interfacing hands-on” Jointly organized by: Electronics & ICT Academies at - MNIT Jaipur, NIT Patna & IIITDM 10th – 14th June ,2019 Role: Coordinator
                13. Reviewer of International Journal of Computational Vision and Robotics (IJCVR), Inderscience Publications, UK
                14. Reviewer of IET Image Processing
                15. Reviewer of IEEE Conferences
                16. Reviewer of Springer Conferences
                17. Reviwer of Taylor and Francis
                18. Delivered invited talk/expert lecture on topic “Advances of Image Processing Using Soft Computing: Introduction” in ISTE approved one week short term training program (STTP) ( Faculty Development Program (FDP)) on Advances of Image Processing using Soft Computing (AIPSC-2015) at Rajiv Gandhi College of Engineering & Research, Nagpur, Maharashtra -441110 during 02nd June to 06th June 2015.
                19. Delivered invited talk/expert lecture on topic “Fundamentals of Image Processing” in ISTE approved one week short term training program (STTP) ( Faculty Development Program (FDP)) on Advances of Image Processing using Soft Computing (AIPSC-2015) at Rajiv Gandhi College of Engineering & Research, Nagpur, Maharashtra -441110 during 02nd June to 06th June 2015.
                20. Delivered invited talk/expert lecture on topic “Medical Image processing” in ISTE approved one week short term training program (STTP) ( Faculty Development Program (FDP)) on Advances of Image Processing using Soft Computing (AIPSC-2015) at Rajiv Gandhi College of Engineering & Research, Nagpur, Maharashtra -441110 during 02nd June to 06th June 2015.
                21. Delivered invited talk/expert lecture on topic “Applications of Medical Image Processing” in ISTE approved one week short term training program (STTP) ( Faculty Development Program (FDP)) on Advances of Image Processing using Soft Computing (AIPSC-2015) at Rajiv Gandhi College of Engineering & Research, Nagpur, Maharashtra -441110 during 02ndJune to 06th June 2015
                22. Delivered invite talk/expert lecture on topic “Image Processing, Pattern Classification, and their Medical Applications” in Bio Medical Signal Processing & Its Applications
                23. Delivered INVITE TALK on topic “Pattern Recognition and their medical application” AICTE sponsored two week on Speech ,Video , and Image Processing techniques, Analysis and Applications for Faculty Development program (FDP) at Malla Reddy Engineering College for Women, Hyderabad during 6 Nov’2017 to 18 Nov’2017
                24. Attended two days workshop during 21-22 March, 2015 on topic “Regional Symposium on Natural Language Processing” organized by IIT BHU, Varanasi, India.
                25. Attended a one day workshop on 24 January’2013 on topic “ How to write and get published in Scientific Journals and Publish Manuscripts” organized by Springer at BHU, Varanasi.
                26. Attended 03 days research promotion workshop on “Introduction to Graph and Geometric Algorithms” during January 27-29, 2010 jointly organized by TIFR, Mumbai and IIT(BHU), Varanasi at IIT(BHU), Varanasi-221005.
                27. Attended three days Harmony workshop during July 20 - 24, 2016 on topic “Self, Family, Society and Nature” organized by IIT BHU, Varanasi (U.P), India
                Projects
                1. Image Processing and Machine Learning Algorithms based Automatic Bimodal Computer Aided Diagnostics (BCAD) Tool for Breast Cancer Detection” of amount Rs. 9.70 lacs , sanctioned from TEQIP-III, PI
                2. Self-Learning Prosthetic Hand based on voice commands , Funding Agency :Biotechnology Ignition Grant (BIRAC),Sanctioned Amount 44.8 lakh, Duration 18 Months, ongoing , Role : PI
                Phd Students
                1. Priyanka Singh (Part Time ) ( 2019 - Continue).
                2. Abhinav Kumar (Full Time) ( 2019 - Continue).
                3. Anuska Pradhan (Part Time) ( 2019 - Continue).
                4. Mr. Pradeep Kumar (Part Time) ( 2019 - Continue).
                5. Mr. Vinay Kumar (Full Time) ( 2018 - Continue).