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Sanjeev Kumar Associate Professor malikfma[at] 01332 285824
Areas of Interest
  • Computer Vision & Mathematical Imaging,
  • Inverse Problems in Imaging and Control,
  • Machine Learning,
Professional Background
April 2016Till dateAssociate ProfessorIIT Roorkee
Nov., 2010April,2016Assistant ProfessorIIT Roorkee
20082010Postdoctoral FellowUniversity of Udine Italy
Honors and Awards
MIUR Postdoctoral FellowshipUniveristy of Udine2008
Educational Details
PhDMathematicsIIT Roorkee2008
M.Sc.Applied MathematicsIIT Roorkee2003
B.Sc.MathematicsCCS University Meerut2001
Administrative Background
2013till dateStaff Adviser, Cricket Inst Sports Council, IIT Roorkee
2014till dateWarden, Ganga BhawanIIT Roorkee
20132014IAPC MemberIIT Roorkee
2013till dateO.C. placementMaths Dept
2013till dateO.C. dept websiteMaths Dpeartment
Sponsored Research Projects
TopicFunding AgencyYear
3D Reconstruction and Software Development for City Model Generation from Satellite ImagesISRO Respond2013
Study and Development of Multispectral Active Stereo Vision System for Video SurveillanceSERB2013
Prediction of Storms Signatures using Satellite Images based on Optical FlowISRO-RESPOND2016
  • IEEE Computer Society, Member
  • ACEEE, Life Member
  • Int. Asso. of Pattern Recognition, Member
  • IACSIT, Life Member
Teaching Engagements
TitleCourse CodeClass NameSemester
Mathematics 1MA 101UGAutumn
Numarical Analysis, Probability and StatisticsMA 501FM TECHAutumn
Image ProcessingMA 625PG (MCA, M.Tech and M. Sc.)Autumn
Mathematics IIMA 102B Tech 1 YearSpring
Fundamentals of Object Oriented ProgrammingEC-101BB Tech 1 YearSpring
Research Scholar Groups
Scholar NameInterest
Savita NandalImage restoration
Farhan MusannaChaotic based Image Encryption
Mahima LakraOptimal Control Problems in Image processing
PHDs Supervised
TopicScholar NameStatus of PHDRegistration Year
3D reconstruction of Free-form Shaped Objects in Stereo Vision using NURBSDeepika SainiA1
Visual Servoing Algorithms for Omnidirectional Mobile RobotGossaye MekonnenA2012
Object Reconstruction and Registration with Image Gradients using Numerical SImulation of AnubalaA2012
Some Efficient Algorithms for Optical Flow EstimationPushpendra KumarA1
Image Restoration and Inverse ProblemsSavitaO2014
Optimal Control problems in Image ProcessingMahima LakraO2017
Chaos-based Image Encryption AlgorithmsFarhan MusannaO2016
Visits to outside institutions
Institute VisitedPurpose of VisitDate
ICTP Trieste, ItalyTo participate in ICTP-TWAS joint school on Coherent State TransformsJune 2014
University of UdineResearch12-03-2012
ICMS University of EdinburghDST Delegation Member11-07-2012
Courses or Conferences Organised
Conference NameSponsored ByDate
STC on Image Processing and Computer Graphics for Scientific VisualizationAICTE, QIP Centre IIT ROORKEE09-07-2012
International Conference on Computer Vision and Image Processing 2016DST, DRDO, Mathworks..26-28 Feb
International Conference on Computer Vision and Image Processing 2017Mathworks10-12 Sep
Refereed Journal Papers

Selected Refereed Journal Papers

  1. A Balanced Neural Tree for Pattern Classification, Neural Network Journal (Elsevier), 27: 81-90, 2012. (2017 IF: 7.197)
  2. Incorporating Linear Discriminant Analysis in Neural Tree for Multidimensional Splitting, Applied Soft Computing (Elsevier), 13(10): 4219–4228, 2013. (2017 IF: 3.907)
  3. Dual Tree  Fractional Quaternion Wavelet Transform for Disparity Estimation, ISA Transactions (Elsevier),53(2): 547-559, 2014. (2017 IF: 3.370)
  4. A modified variational functional for estimating dense and discontinuity preserving optical flow in various spectrum, International Journal of Electronics and Communications, 70 (3) (2016), 289-300 (2017 IF: 2.115)
  5. A fractional order variational model for the robust estimation of optical flow from image sequences, Optik, 127(20) (2016), 8710-8727 (2017 IF: 1.191)
  6. Reconstruction of Freeform Space Curves using NURBS-Snakes based Energy Minimization Approach, Computer Aided Geometric Design (Elsevier), 33: 30-45, 2015. (2017 IF: 1.639)
  7. Stereo Vision based Conic Reconstruction using a Ray-Quadric Intersection, to be appeared in International Journal of Image and Graphics (World Scientific), June 2015.
  8. A Robust Watermarking Scheme Exploiting Balanced Neural Tree for Rightful Ownership Protection, Multimedia Tools and Applications (Springer), 72(3): 2225-2248, 2014. (2016 IF: 1.541)
  9. DF-LDA Tree: A Nonlinear Multilevel Classifier for Pattern Recognition, Journal of Experimental and Theoretical Artificial Intelligence (Taylor and Francis), 25(2): 177-188, 2013. (2017 IF: 1.011)
  10. An Application of Balanced Neural tree for Classifying Tentative Matches in Stereo Vision, Optical Engineering Journal (SPIE), 51(8): 87202, 2012. (2016 IF: 1.082)
  11. Stereo Rectification of Uncalibrated and Heterogeneous, Pattern Recognition Letters (Elsevier), 31: 1445-1452, 2010. (2016 IF: 1.952)
  12. Error estimation in reconstruction of quadratic curves in 3-D space, International Journal of Computer Mathematics (Taylor and Francis), Vol. 84, No. 1, pp. 121-132, 2007. (2016 IF: 1.054)

The complete list can be seen by clicking here