Announcements
Name Dr. Debasish Pradhan
DesignationAssistant Professor
Highest Qualification Ph. D. IIT Bombay; M Sc in Mathematics
Total Citations
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e-mail debasish@diat.ac.in
Office Tel No. 02024304087
Mobile 02024304087
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(Brief Description / Abstract) :

Dr. Debasish Pradhan is presently working as an Assistant Professor, Department of Applied Mathematics, Defence Institute of Advanced Technology, Pune. He has 11 years of experience in the academics field. During this period, he has been involved in Under Graduate teaching, Post Graduate teaching, Research, Projects, Monitoring, and Evaluation of various states in his department.  

Education:

  • 2000: Master of Science (M.Sc) in Mathematics from Department of Mathematics, Sambalpur University, Odisha, India.
  • 2008: Doctor of Philosophy (Ph..D) in Mathematics from Department of Mathematics, Indian Institute of Technology Bombay, India.

Professional Experience (Institution, Position and Period):

  • Teaching Assistant at Department of Mathematics, Indian Institute of Technology Bombay (July 2003 - April 2007)    
  • Research Associate at Department of Mathematics, Indian Institute of Technology Bombay ( June 2008 – December 2008)
  • Visiting Faculty at Institute of Mathematics & Applications at  Bhubaneswar, Odisha         (January 2009 - December  2009)
  • NBHM Post Doctoral Fellow at Department of Mathematics &  Statistics, University of Hyderabad (January 2010 – April 2011)
  • Assistant Professor at Department  of Applied Mathematics,  Defence Institute of Advanced Technology, Pune ( April 2011 - till date)

Research Domains:

  • Numerical Analysis
  • Finite Element Methods (FEMs)
  • Boundary Element Methods (BEMs)
  • Domain Decomposition Methods (DDMs)
  • Image Processing

Specific Projects:

  • Motion of Shock Wave and the Evaluation of Shock Pressures with Unsteady Density Profile” sponsored by Directorate of Extramural Research and Intellectual Property Rights (ER&IPR), DRDO with 16.38 lakhs grant for 5 year (4 years + 1 year extension) from October 2008.  Dr (Mrs) S D Naik (PI) from October 2008 to April 2012 & Dr. Debasish Pradhan (PI) from April 2012 to October 2013.
  • “Numerical Investigation of Flow and Heat Transfer of Chemically Reacting MHD Newtonian nanofluids through Porous boundaries”, under the Grant-in-Aid scheme of DIAT (DU) at a total cost of 8.5 lakhs from 03rd October 2017 to 02nd October 2019, Dr. Debasish Pradhan (Co-PI). 

Research Collaborations:

  • The LNM Institute of Information Technology

Ph.D Thesis Supervision:

  • Nilam A Chirame (Reg. No. 09-52-09) on Mathematical Modelling of Flow Field Analysis Arising due to the Motion of Projectile in the Gun Barrel (2016, co-supervised by Dr.(Mrs.) S. D. Naik,  Scientist, ARDE, DRDO).
  • Sunita Vikrant Dhavale (Reg. No. 10-52-06) on Digital Audio Watermarking Schemes for Copyright Protection (2015, supervised by Dr. Rajendra S. Deodhar, Scientist, ARDE, DRDO & co-supervised by Prof. Lalit M. Patnaik, Dept. of Electronics Systems Engg., IISC  Bangalore).

M.Tech. Dissertation Supervision:

  • Automated Reconstruction of CAD-Models using Deep Reinforcement Learning (2020, co-supervised by Dr. Girish Mule, Dassault Systems Pvt. Ltd.).
  • Design of Custom Object Detector and Localizer (2020).
  • Detection of Hindi Text and Translating it to English using Deep Learning Techniques (2020).
  • Acoustic Analysis of Tropical Littoral Waters in the Indian Peninsula (2020, co-supervised by Dr. (Cdr) Arnab Das, Maritime Research Center Indian Maritime Foundation, Pune).
  • Optimization of Cavitating Hydrofoil using Differential Evolution Algorithm (2019).
  • Classification of Remote Sensing Images for LULC map by exploiting Supervised Machine Learning Techniques (2019, co-supervised by Dr. B G Prusty, Scientist, DTRL, DRDO).
  • Border Surveillance and Intruder Detection through Video Analytics (2018).
  • Modelling of an Architecture for Face Detection using Convolutional Neural Network in Computer Vision (2018).
  • Fingerprint and Signature Recognition using Convolutional Neural Network (CNN) (2018).
  • Automated Bacterial and Fungal Colony Detection, Classification and Counting for Environmental Monitoring in Laboratories (2018, co-supervised by Dr. Dasari Srikanth).
  • Enhancing LBP Features for Object Recognition using Machine Learning (2017).
  • Object Tracking Based on Interpolation Techniques (2017).
  • SVD-DWT Based Image Watermarking Scheme (2017).
  • Estimation of Noise Parameters for Captured Image (2016).
  • Mathematical Modelling of Flow Field Analysis Arising due to the Motion of Projectile in the Gun Barrel (2016), co-supervised by Dr.(Mrs.) S. D. Naik,  Scientist, ARDE, DRDO).
  • Hyperspectral Image Processing for Target Detection (2015).
  • Face Recognition based on Feature Descriptor (2015).
  • Object Detection and Tracking for Video Surveillance (2014).
  • Multilingual & Text Independent Voice/Speaker Recognition Module for Voice Authentication System (2014).
  • Shock Tube Problem using Multigrid Method (2013).
  • Detection and Tracking of Moving Object (2013).
  • Video Object Segmentation and Tracking (2012, co-supervised by BR Kapuriya, Scientist, CABS, DRDO).

Summer/Winter Internships From other institutions Supervision:

Other Supervision:

Research Publications from 2010 to 2020:

Books Total Journals Articles Articles published in SCOPUS / Web of Science Index Journals Books Chapter Articles published in the Conference Volumes Registered Patent
10 09

Research Publications:

Journal Articles:

  • Deepa Chakravarty and Debasish Pradhan, A Level Set Approach for Segmentation of Intensity Inhomogeneous Image Based on Region Decomposition. SN COMPUT. SCI. 1, 265 (2020). https://doi.org/10.1007/s42979-020-00278-w.
  • B. R. Kapuriya, Debasish Pradhan, and Reena Sharma, Detection and restoration of multi-directional motion blurred objects. Signal, Image and Video Processing, 13(6), 1001–1010 (2019). https://doi.org/10.1007/s11760-019-01438-z.
  • S Sandanakishnan and Debasish Pradhan, Enhancing LBP Features for Object Recognition using Spatial Pyramid Kernel. Int J of Comput Math Sci, 6(6), 105–109 (2017).
  • Sunita V. Dhavale, Rajendra S. Deodhar, Debasish Pradhan,  and L. M. Patnaik, A robust zero watermarking algorithm for stereo audio signals,  Int J of Information and Computer Security,  8(4), 330-346 (2016).
  • Sunita V. Dhavale, Rajendra S. Deodhar, Debasish Pradhan, and L. M. Patnaik, “State Transition Based Embedding in Cepstrum Domain for Audio Copyright Protection”, IETE Journal of Research,  61 (1),  41-55  (2015).
  • Nilam A. Chirame, Debasish Pradhan, and S.D. Naik,  Operator Splitting Technique with FORCE scheme Employed to Simulate Pressure Wave Motion Inside Gun Chamber, Applied Mathematical Modelling, 39 (8),  2139-2154 (2015). 
  • Sunita V. Dhavale, Rajendra S. Deodhar, Debasish Pradhan, and L. M. Patnaik, High payload adaptive audio watermarking based on cepstral feature modification, J Inf Hiding Multimedia Signal Process, 5(4), 586-602 (2014).
  • Sunita V. Dhavale, Rajendra S. Deodhar, Debasish Pradhan, and L. M. Patnaik, Adaptive Quantization Index Modulation Audio Watermarking based on Fuzzy Inference System, Int J of Image, Graphics and Signal Processing, 6(3), 1-11 (2014).
  • Debasish Pradhan, S. Baskar, N. Nataraj, and A. K. Pani, A Robin-Type Non-Overlapping Domain Decomposition Procedure for Second Order Elliptic  Problems, Advances in Computational Mathematics,  34(4) ,  339-368 (2011). 
  • Debasish Pradhan, N. Nataraj, and A. K. Pani, An Explicit/Implicit Galerkin Domain Decomposition Procedures for  Parabolic Integro-Differential Equations, Journal of Applied Mathematics and Computing,   28,  295-311,  (2008).

Book Chapters:

Conference Papers:

  • Deepa Chakravarty and Debasish Pradhan, "Segmentation of Images with Tubular Features based on Tight-Frame Technique," Proceedings of the 2020 International Conference on Convergence to Digital World - Quo Vadis (ICCDW), Mumbai, India, 2020, pp. 1-6, doi: 10.1109/ICCDW45521.2020.9318697.
  • B. R. Kapuriya, Debasish Pradhan and R. Sharma, "Geometric Constraints Based Selective Segmentation for Vector Valued Images," Proceedings of the 2020 International Conference on Computer Communication and Informatics (ICCCI), Coimbatore, India, 2020, pp. 1-5, doi: 10.1109/ICCCI48352.2020.9104107.
  • B. R. Kapuriya, Debasish Pradhan and R. Sharma,  “Selective Segmentation of Piecewise Homogeneous Regions”, Proceedings of the ICIDCA 2019, Lecture Notes on Data Engineering and Communications Technologies, vol 46. Springer, Cham. https://doi.org/10.1007/978-3-030-38040-3_60.
  • S. Jawalkar, O. Ojjela, and  Debasish Pradhan,  “Influence of Thermophoresis and Brownian Motion on MHD Mixed Convective Chemically Reacting Couple Stress Fluid Flow in Porous Medium Between Parallel Plates”, Proceedings of the ICACM 2018, Kharagpur, India, November 23–25, Springer Proceedings in Mathematics & Statistics, vol 320. Springer, Singapore. https://doi.org/10.1007/978-981-15-3615-1_4.
  • Rutuja V. Savant and Debasish Pradhan, "Estimation of noise parameters for captured image," Proceedings of the 2016 IEEE International Conference on Engineering and Technology (ICETECH), Coimbatore, India, 2016, pp. 1029-1033, doi: 10.1109/ICETECH.2016.7569405.
  • Amrit Panda and Debasish  Pradhan, "Hyperspectral image processing for target detection using Spectral Angle Mapping," Proceedings of the 2015 International Conference on Industrial Instrumentation and Control (ICIC), Pune, India, 2015, pp. 1098-1103, doi: 10.1109/IIC.2015.7150911.
  • Manorama Pokheriya and Debasish Pradhan, "Object detection and tracking based on silhouette based trained shape model with Kalman filter," Proceedings of the International Conference on Recent Advances and Innovations in Engineering (ICRAIE-2014), Jaipur, India, 2014, pp. 1-4, doi: 10.1109/ICRAIE.2014.6909197.
  • M. Patnaik, Ajay Mathew, M. S. Gill and Debasish Pradhan, "FastRec : A fast and robust text independent speaker recognition system for radio networks," Proceedings of the International Conference on Recent Advances and Innovations in Engineering (ICRAIE-2014), Jaipur, India, 2014, pp. 1-7, doi: 10.1109/ICRAIE.2014.6909318.
  • Sunita V. Dhavale, Rajendra S. Deodhar, Debasish Pradhan, and L. M. Patnaik, “Robust multiple stereo audio watermarking for copyright protection and integrity checking”, Proceedings of the Third International Conference on Computational Intelligence and Information Technology (CIIT 2013), Mumbai, India, 18-19 Oct. 2013, pp. 9 – 16, DOI:  10.1049/cp.2013.2567.

Research/Review Submitted/Under Review:

Any Publications Submitted/Under Review:

Invited Talks:

Patents:

Awards/Scholastic Achievements:

  • 2016 : M N Saha Memorial Award  by the Institute of Electronics and Telecommunication Engineers (IETE)
  • 2009: National Board of Higher Mathematics (NBHM) Post-doctoral Fellowship
  • 2009: Best Presentation award in 36th  Annual Conference of  Orissa Mathematical               Society
  • 2004: Senior Research Fellowship (SRF) in Department of Mathematics IIT Bombay
  • 2002: Junior Research Fellowship (JRF) in Department of  Mathematics IIT Bombay
  • 2002: Graduate Aptitude Test in Engineering (GATE)
  • 2001:  CSIR-UGC National Eligibility Test (NET)

Government Funded Projects:

Any Other:

Memberships:

  • International Association of Engineers (IAENG) with Member Number: 155038