Malikfma - Department of Mathematics,Indian Institute of Technology Roorkee
Malikfma
Sanjeev Kumar Associate professor sanjeev.kumar@ma.iitr.ac.in 01332-285824 Website
Areas of Interest
  • MATHEMATICAL IMAGE PROCESSING (Computational Algorithms for Image Restoration; Image Encryption and Secret Sharing; Quantum Imaging; 3-D Reconstruction), MACHINE LEARNING (Neural Networks and Tree-based Classifiers; Applications in Image Processing)
Professional Background
FromPeriodPositionOrganisation
2016-04-29OngoingAssociate ProfessorIIT Roorkee
2010-11-185 years 5 months Assistant ProfessorIIT Roorkee
2008-03-122 years 8 months 3 daysPostdoctoral FellowUniversity of Udine Italy
Multiple Posts
FromPeriodPositionOrganisation
2013-06-012 years 11 months Staff Adviser, CricketInst Sports Council, IIT Roorkee
2014-06-012 years 11 months Warden, Ganga BhawanIIT Roorkee
2013-01-311 year IAPC MemberIIT Roorkee
2013-01-01OngoingO.C. placementMaths Dept
2013-01-01OngoingO.C. dept websiteMaths Dpeartment
Honors and Awards
AwardInstituteYear
Outstanding Teacher Award for Under Graduate CategoryIndian Institute of Technology Roorkee2019
Selected in Top 15 contenders of Outstanding Teacher Award for Under Graduate CategoryIndian Institute of Technology Roorkee2018
Best paper awards Int Conf on ECCS at NIT Kurukshetra 2015
MIUR Postdoctoral FellowshipUniveristy of Udine2008
CSIR-SRFCSIR2006
CSIR-JRFCSIR2004
Educational Details
DegreeSubjectUniversityYear
PhDMathematicsIIT Roorkee2008
M.Sc.Applied MathematicsIIT Roorkee2003
B.Sc.MathematicsCCS University Meerut2001
Sponsored Research Projects
TopicFunding AgencyStart DatePeriod
3D Reconstruction and Software Development for City Model Generation from Satellite ImagesISRO Respond2013-042 years
Developing Encryption and Secret Sharing Scheme for Quantum ImagesSERB2021-01-122 years 11 months 30 days
Development of Advanced Computational Algorithms for Evaluating Post-Surgery RehabilitationDST under India-Czech Bilateral Call-20192020-08-282 years 11 months 30 days
Study and Development of Multispectral Active Stereo Vision System for Video SurveillanceSERB2013-013 years
Prediction of Storms Signatures using Satellite Images based on Optical FlowISRO-RESPOND2017-022 years
Machine Learning with PythonNational Informatics Centre2019-063 months
Memberships
  • IEEE Computer Society, Member
  • SIAM, Member
  • ACEEE, Life Member
  • Int. Asso. of Pattern Recognition, Member
  • IACSIT, Life Member
Teaching Engagements
TitleCourse CodeClass NameSemester
Mathematics 1MA 101UGAutumn
Design and Analysis of AlgorithmsMAN-291IMScAutumn
Numarical Analysis, Probability and StatisticsMA 501FM TECHAutumn
Mathematical Imaging TechniquesMAN-325IMScAutumn
Linear AlgebraMAN-102IMScSpring
Image ProcessingMA 625PG (MCA, M.Tech and M. Sc.)Autumn
Mathematics IIMA 102B Tech 1 YearSpring
Computer VisionMAN-522IMScSpring
Fundamentals of Object Oriented ProgrammingEC-101BB Tech 1 YearSpring
Mathematics-IMAN-001UGAutumn
Mathematical MethodsMAN-002UGSpring
Research Scholar Groups
Scholar NameInterest
Savita NandalImage restoration
DEEPIKA SAINICOMPUTER VISION AND COMPUTATIONAL GEOMETRY
AshishiLarge and Sparse Models in Medical Imaging
ANUBALACOMPUTER VISION
Farhan MusannaChaotic based Image Encryption
NeerajWavelet Analysis for Imaging Problems
Mahima LakraOptimal Control Problems in Image processing
PUSHPENDRA KUMARCOMPUTER VISION
DeepaOptimization Models in Mathematical Imaging
Deepak SinghQuantum Computing in Imaging
GOSSAYE MEKONNEN ALEMUROBOTIC VISION
PHDs Supervised
TopicScholar NameStatus of PHDRegistration Date
3D reconstruction of Free-form Shaped Objects in Stereo Vision using NURBSDeepika SainiA2012-01
Visual Servoing Algorithms for Omnidirectional Mobile RobotGossaye MekonnenA2013-01
Object Reconstruction and Registration with Image Gradients using Numerical SImulation ofAnubalaA2011-07
Some Efficient Algorithms for Optical Flow EstimationPushpendra KumarA2011-07
Some Fractional Order Computational Algorithms for Image RestorationSavitaA2014-07
Chaos-based Image Encryption AlgorithmsFarhan MusannaO2016-07
Optimal Control problems in Image ProcessingMahima LakraO2020-08
Qantum Image Encryption AlgorithmsDeepak SinghO2016-12
Compressive Sensing and Non-Negative Matrix FactorizationNeeraj SinghO2020-08
Mathematical Analysis of MRI diffusion imagingAshishi PuriO2020-08
Quantum Machine Learning and Image Processing AlgorithmsKm. DeepaO2018-12
Anticipating Attacks and their learning in Image Encryption Deepak DangwalO2020-08
Visits to outside institutions
Institute VisitedPurpose of VisitDate
University of UdineResearch2012-01-01
ICTP Trieste, ItalyTo participate in ICTP-TWAS joint school on Coherent State Transforms2014-01-01
UCT PragueResearch Collbaoration2018-01-01
SAC, ISRO AhemdabadResearch visit2017-01-01
ICMS University of EdinburghDST Delegation Member2012-01-01
University of BolognaResearch Collabotration2018-01-01
Courses or Conferences Organised
Conference NameSponsored ByDate
STC on Image Processing and Computer Graphics for Scientific VisualizationAICTE, QIP Centre IIT ROORKEE2012-01
International Conference on Computer Vision and Image Processing 2016DST, DRDO, Mathworks..2020-08
EICT course of Pattern recognition and Image AnalysisMEITY2017-01
International Conference on Computer Vision and Image Processing 2017Mathworks2020-08
Refereed Journal Papers

1.         F. Musanna, D. Dangwal & S. Kumar, Novel Image Encryption Algorithm using Fractional Chaos and Cellular Neural Network, J Ambient Intell Human Comput (2021)https://doi.org/10.1007/s12652-021-02982-8

Co-authors detail: F. Musanna did his PhD under Sanjeev Kumar

Quartile and IF: Q1 (JCR); Impact Factor: 7.104

2.         Puri, S. Shakya, and S. Kumar, An Enhanced Multi-Fiber Reconstruction Technique using Adaptive Gradient Directions coupled with MoNCW Model in Diffusion MRI, Journal of Magnetic Resonance, 325 (2021), 106931

Co-authors detail: A. Puri is PhD student of Sanjeev Kumar, S. Shakya was a postdoc

Quartile and IF: Q2 (JCR); Impact Factor: 2.624

3.         M. Lakra, S. Kumar, A fractional-order PDE-based contour detection model with CeNN scheme for medical images. J Real-Time Image Proc (2021). https://doi.org/10.1007/s11554-021-01172-1

Co-author detail: M. Lakra is PhD student under Sanjeev Kumar

Quartile and IF: Q3 (JCR); Impact Factor: 2.358

4.         M. Lakra, S. Kumar, Disparity computation through PDE and data-driven CeNN technique. Traitement du Signal, (2021):38(4): 1051-1059 https://doi.org/10.18280/ts.380415

Co-author detail: M. Lakra is PhD student under Sanjeev Kumar

Quartile and IF: Q2 (JCR); Impact Factor: 2.589

5.         Musanna and S. Kumar, A Novel Three Party Quantum Secret Sharing Scheme based on Bell State Sequential Measurements with Applications in Quantum Image Sharing, Quantum Inf Process (2020)19, 348

Co-authors detail: F. Musanna did his PhD under Sanjeev Kumar

Quartile and IF: Q1 (JCR); Impact Factor: 2.349

6.         F. Musanna and S. Kumar, Image encryption using Quantum 3-D Baker map and Generalized Gray code coupled with fractional Chen's chaotic system, Quantum Inf Process (2020) 19:220

Co-authors detail: F. Musanna did his PhD under Sanjeev Kumar

Quartile and IF: Q1 (JCR); Impact Factor: 2.349

7.         F. Musanna and S. Kumar, Novel Image Encryption Algorithm using Chaotic Compressive Sensing and Nonlinear Exponential Function, Journal of Information Security and Applications (2020), 54:102560

Co-authors detail: F. Musanna did his PhD under Sanjeev Kumar

Quartile and IF: Q2 (JCR); Impact Factor: 3.872

8.         F. Musanna and S. Kumar, Generating Visually Coherent Encrypted Images with Reversible Data Hiding in Wavelet Doamin by Fusing Chaos and Pairing Functions, Computer Communications (2020), 162: 12-30

Co-authors detail: F. Musanna did his PhD under Sanjeev Kumar

Quartile and IF: Q2 (JCR); Impact Factor: 3.167

9.         A. Bala, A. Rani, S. Kumar, An Illumination Insensitive Normalization Approach to Face Recognition Using Locality Sensitive Discriminant Analysis, Traitement du Signal (2020), 37(3):451-460

Co-authors detail: A. Bala did his PhD under Sanjeev Kumar

Quartile and IF: Q2 (JCR); Impact Factor: 2.589

10.     M. Lakra and S. Kumar, A CNN-based computational algorithm for nonlinear image diffusion problem. Multimed Tools Appl (2020), 79: 23887–23908

Co-author detail: M. Lakra is PhD student under Sanjeev Kumar

Quartile and IF: Q1 (JCR); Impact Factor: 2.757

11.     S. Shakya, S. Kumar and M. Goswami, Deep Learning Algorithm for satellite imaging-based cyclone detection, IEEE Journal of Selected Topics in Applied earth observations and Remote Sensing (2020), 13(1): 827-839

Co-author detail: S. Shakya worked as a research associate under Sanjeev Kumar in ISRO project

Quartile and IF: Q1 (JCR); Impact Factor: 3.784

12.     F. Musanna, D. Dangwal, S. Kumar and V. Malik, A Chaos Based Image Encryption Algorithm based on Multiresolution Singular Value Decomposition and a Symmetric Attractor, The Imaging Science Journal (Royal Photographic Society) (2020), 68(1): 24-40

Co-author detail: F. Musanna did PhD students of Sanjeev Kumar. Varun Malik was an intern.

Quartile and IF: Q3 (JCR); Impact Factor: 0.871

13.     F. Musanna, D. Dangwal and S. Kumar, A novel chaos-based approach in conjunction with MR-SVD and pairing function for generating visually meaningful cipher images. Multimed Tools Appl (2020), 79: 25115–2514

Co-author detail: F. Musanna did PhD under Sanjeev Kumar, D. Dangwal is PhD student of S Kumar

Quartile and IF: Q1 (JCR); Impact Factor: 2.757

14.    Deepika Saini and Sanjeev Kumar, Quantization Error in Stereo Imaging System with Noise Distributions, June 2020, International Journal of Modeling Simulation and Scientific Computing 11(05), 10.1142/S1793962320500427

15.     S. Nandal and S. Kumar, Fractional order anisotropic diffusion for defogging of RGB images, Int. Journal of Image and Graphics, 20(1), 2050001 (20 pages), 2020

Co-author detail: S. Nandal did her PhD under Sanjeev Kumar

16.     S. Shakya and S. Kumar , Characterizing and predicting the movement of clouds using fractional-order optical flow, IET Image Processing, 13(8):1375 – 1381, 2019

Co-author detail: S. Shakya worked as a research associate under Sanjeev Kumar                                                     

Quartile and IF: Q3 (JCR); Impact Factor: 2.373

17.     S. Nandal and S. Kumar, Single image fog removal algorithm in spatial domain using fractional order anisotropic diffusion. Multimed Tools Appl (2019) 78:10717–10732

Co-author detail: S. Nandal did her PhD under Sanjeev Kumar

Quartile and IF: Q1 (JCR); Impact Factor: 2.757

18.     F. Musanna and S. Kumar, A Novel Fractional-order Chaos-based Image Encryption using Fisher-Yates Algorithm and 3-D Cat Map, Multimed Tools Appl (2019) 78(11): 14867-14895, 2018

Co-author detail: F. Musanna did his PhD student of  Sanjeev Kumar

Quartile and IF: Q1 (JCR); Impact Factor: 2.757

19.     Deepika Saini, Sanjeev Kumar and T. R. Gulati, NURBS-based Geometric Inverse Reconstruction of Free-form Shaped Objects, JKSU-Computer and Information Sciences, (2017) 29(1):116-133

Co-author detail: D. Saini did her PhD under Sanjeev Kumar

Quartile and IF: Q1 (JCR); Impact Factor: 13.173

20.     P. Kumar and S. Kumar, A modified variational functional for estimating dense and discontinuity preserving optical flow in various spectrum, International Journal of Electronics and Communications (2016) 70 (3): 289-300

Co-author detail: P. Kumar did his PhD under Sanjeev Kumar and R. Balasubramanian

Quartile and IF: Q2 (JCR); Impact Factor: 3.183

21.     P. Kumar, S. Kumar and R. Balasubramanian, A fractional order variational model for the robust estimation of optical flow from image sequences, Optik, (2016), 127(20): 8710-8727

Co-author detail: P. Kumar did his PhD under Sanjeev Kumar and R. Balasubramanian

Quartile and IF: Q2 (Scimago); Q2 (JCR); Impact Factor: 2.443

22.     D. Saini, S. Kumar and T. R. Gulati, Reconstruction of Freeform Space Curves using NURBS-Snakes based Energy Minimization Approach, Computer Aided Geometric Design, 33: 30-45, 2015

Co-author detail: D. Saini did her PhD under Sanjeev Kumar

Quartile and IF: Q2 (JCR); Impact Factor: 1.382

23.     Anu Bala, S. Kumar, R. Bhargava, 2D–3D Non-rigid Registration Using Depth from Gradient Information, 3D Research, 6 (2015), 34[11 pages]

Co-author detail: Anu Bala did her PhD under Sanjeev Kumar

Quartile and IF: Q3 (Scimago)

24.     Deepika Saini and Sanjeev Kumar, A Skeleton-Based 3D Shape Reconstruction of Free-Form Objects with Stereo Vision. 3D Res 6, 37 (2015)

Quartile and IF: Q3 (Scimago)

25.     G. Mekonnen, S. Kumar, and P. M. Pathak, Wireless Hybrid Visual Servoing of Omnidirection Wheeled Mobile Robots, Robotics and Autonomous Systems, 75(B) (2015), 450-462

Co-authors detail: G. Mekonnen did his PhD under Sanjeev Kumar and P. M. Pathak

Quartile and IF: Quartile and IF: Q2 (JCR); Q2 (JCR); Impact Factor: 3.120

26.     Deepika Saini and Sanjeev Kumar, Stereo Vision based Conic Reconstruction using a Ray-Quadric Intersection, International Journal of Image and Graphics, 15(4): 1550019, 2015

Co-author detail: D. Saini did her PhD under Sanjeev Kumar

Quartile and IF: Q4 (Scimago)

27.     Asha Rani, Balasubrmanian Raman and Sanjeev Kumar, A Robust Watermarking Scheme Exploiting Balanced Neural Tree for Rightful Ownership Protection, Multimedia Tools and Applications, 72(3): 2225-2248, 2014

Quartile and IF: Q1 (JCR); Impact Factor: 2.757

28.     Sanoj Kumar, Sanjeev Kumar, N. Sukavanam and R. Balasubramanian, Dual Tree Fractional Quaternion Wavelet Transform for Disparity Estimation, ISA Transactions, 53(2): 547-559, 2014

Quartile and IF: Q1 (JCR); Impact Factor: 5.468

29.     Asha Rani, S. Kumar, C. Micheloni, G.L. Foresti,, Incorporating Linear Discriminant Analysis in Neural Tree for Multidimensional Splitting, Applied Soft Computing (Elsevier), 13(10): 4219–4228, 2013

Quartile and IF: Q1 (JCR); Impact Factor: 6.725

30.     Sanoj Kumar, Sanjeev Kumar, N. Sukavanam and Balasubramanian Raman, Human Visual System and Segment-Based Disparity Estimation, AEÜ - International Journal of Electronics and Communications (Elsevier), 67(5): 372–381, 2013

Quartile and IF: Q2 (JCR); Impact Factor: 3.183

31.     Sanoj Kumar, Sanjeev Kumar, R. Balasubramanian and N. Sukavanam, An Efficient Disparity Estimation Using Fractional Dual-Tree Complex Wavelet Transform: A Multiscale Approach, International Journal of Wavelets, Multiresolution and Information Processing 11: 1350004 (21 pages), 2013

Quartile and IF: Q3(Scimago); Q3(JCR); Impact Factor: 1.408

32.     Sanjeev Kumar and Asha Rani, DF-LDA Tree: A Nonlinear Multilevel Classifier for Pattern Recognition, Journal of Experimental and Theoretical Artificial Intelligence, 25(2): 177-188, 2013

Quartile and IF: Q3(JCR); Impact Factor: 2.340

33.     Christian Micheloni, Asha Rani, Sanjeev Kumar and Gian Luca Foresti, A Balanced Neural Tree for Pattern Classification, Neural Network Journal (Elsevier), 27: 81-90, 2012

Quartile and IF: Q1 (Scimago); Q1(JCR); Impact Factor: 8.050

34.     Sanjeev Kumar, Asha Rani, Christian Micheloni and Gian Luca Foresti, An Application of Balanced Neural tree for Classifying Tentative Matches in Stereo Vision, Optical Engineering Journal (SPIE), 51(8): 87202, 2012.

Quartile and IF: Q4(Scimago);  Impact Factor: 1.084

35.     Sanjeev Kumar and Manoj Kumar, Application of Neural Network in Integration Shape from Shading and Stereo, JKSU-Computer and Information System (Elsevier), 24(2): 129-136, 2012.

Quartile and IF: Q1 (JCR); Impact Factor: 13.173

36.     Sanjeev Kumar, Christian Micheloni, Claudio Piciarelli and Gian Luca Foresti, Stereo Rectification of Uncalibrated and Heterogeneous, Pattern Recognition Letters (Elsevier), 31: 1445-1452, 2010

Quartile and IF: Q2(JCR); Impact Factor: 3.756

37.     Sanjeev Kumar, R. Balasubramanian and N. Sukavanam, Reconstruction of Cubic Curves from Two or More Images using Geometric Intersection, International Journal of Information and System Sciences (Institute for Scientific Computing and Information), 5(1): 98-111, 2009.

38.     Gaurav Bhatnagar, Sanjeev Kumar, Balasubramanian Raman and N. Sukavanam Stereo Image Coding via Digital Watermarking, Journal of Electronic Imaging (IS&T and SPIE), 18(3), 033012, 2009

Quartile and IF: Q4 (JCR); Impact Factor: 0.945

39.     Sanjeev Kumar, Manoj Kumar, R. Balasubramanian, N. sukavanam and R. Bhargava, 2009, Depth Recovery of Complex Surfaces using Texture-less Pairs of Stereo Images, Electronic Letters on Computer Vision and Image Analysis (ELCVIA), 2009, 8(1), 44-56, 2009

Quartile and IF: Q4 (Scimago)

40.     N. Sukavanam, R. Balasubramanian and S. Kumar, Error estimation in reconstruction of quadratic curves in 3-D space, International Journal of Computer Mathematics, 2007, 84(1):121-132

Quartile and IF: Q2(JCR); Impact Factor: 1.931

 

 

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