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Sanjeev Kumar Associate Professor malikfma[at] 7417464841 Website
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
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
Educational Details
PhDMathematicsIIT Roorkee2008
M.Sc.Applied MathematicsIIT Roorkee2003
B.Sc.MathematicsCCS University Meerut2001
Administrative Background
20132016Staff Adviser, Cricket Inst Sports Council, IIT Roorkee
20142017Warden, 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
Machine Learning with PythonNational Informatics Centre2019
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
  • 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
Image ProcessingMA 625PG (MCA, M.Tech and M. Sc.)Autumn
Linear AlgebraMAN-102IMScSpring
Mathematics IIMA 102B Tech 1 YearSpring
Computer VisionMAN-522IMScSpring
Fundamentals of Object Oriented ProgrammingEC-101BB Tech 1 YearSpring
Mathematical MethodsMAN-002UGSpring
Research Scholar Groups
Scholar NameInterest
Savita NandalImage restoration
AshishiLarge and Sparse Models in Medical Imaging
Farhan MusannaChaotic based Image Encryption
NeerajWavelet Analysis for Imaging Problems
Mahima LakraOptimal Control Problems in Image processing
DeepaOptimization Models in Mathematical Imaging
Deepak SinghQuantum Computing in Imaging
PHDs Supervised
TopicScholar NameStatus of PHDRegistration Year
3D reconstruction of Free-form Shaped Objects in Stereo Vision using NURBSDeepika SainiA2011-12
Visual Servoing Algorithms for Omnidirectional Mobile RobotGossaye MekonnenA2012-13
Object Reconstruction and Registration with Image Gradients using Numerical SImulation of AnubalaA2012-13
Some Efficient Algorithms for Optical Flow EstimationPushpendra KumarA2012-13
Some Fractional Order Computational Algorithms for Image RestorationSavitaA2014-15
Optimal Control problems in Image ProcessingMahima LakraO2017-18
Chaos-based Image Encryption AlgorithmsFarhan MusannaO2016-17
Anticipating Attacks and their learning in Image Encryption Deepak DangwalO2014-15
Compressive Sensing and Non-Negative Matrix FactorizationNeeraj SinghO2018-19
Mathematical Analysis of MRI diffusion imagingAshishi PuriO2018-19
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
UCT PragueResearch CollbaorationJuly 2018
SAC, ISRO AhemdabadResearch visitNov. 2017
University of BolognaResearch CollabotrationJune 2018
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
EICT course of Pattern recognition and Image AnalysisMEITYDec. 2017
International Conference on Computer Vision and Image Processing 2017Mathworks10-12 Sep
Refereed Journal Papers

Selected Refereed Journal Papers (in Q1/Q2)

  • Deep Learning Algorithm for satellite imaging-based cyclone detection, IEEE Journal of Selected Topics in Applied earth observations and Remote Sensing10.1109/JSTARS.2020.29702532020 (2018 IF- 3.392/Q1)
  • A Chaos Based Image Encryption Algorithm based on Multiresolution Singular Value Decomposition and a Symmetric Attractor, To appear in Imaging Science Journal, 2020 (Taylor and Francis), (2018 IF-0.846/Q2)
  • Fractional order anisotropic diffusion for defogging of RGB images, Int. Journal of Image and Graphics, 20(1), 2050001 (20 pages), 2020
  • Characterizing and predicting the movement of clouds using fractional-order optical flow, IET Image Processing, 13(8):1375 – 1381, 2019 (2018 IF-2.004/Q2)
  • Nandal, S. and Kumar, S., Single Image Fog Removal Algorithm in Spatial Domain using Fractional Order Anisotropic Diffusion, Multimedia Tools and Applications (Springer), 78(8):10717-10732, 2018 (2018 IF: 2.101/Q1)
  • Musanna, F. and Kumar, S., A Novel Fractional order Chaos-based Image Encryption using Fisher Yates Algorithm and 3-D Cat Map, Multimedia Tools and Applications (Springer), 78(11): 14867-148952018 (2018 IF: 2.101/Q1)
  • A Balanced Neural Tree for Pattern Classification, Neural Network Journal (Elsevier), 27: 81-90, 2012. (2018 IF: 5.785/Q1)
  • Incorporating Linear Discriminant Analysis in Neural Tree for Multidimensional Splitting, Applied Soft Computing (Elsevier), 13(10): 4219–4228, 2013.  (2018 IF: 4.873/Q1)
  • Dual Tree  Fractional Quaternion Wavelet Transform for Disparity Estimation, ISA Transactions (Elsevier),53(2): 547-559, 2014.  (2018 IF: 4.343/Q1)
  • 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 (2018 IF: 2.853/Q2)
  • A fractional order variational model for the robust estimation of optical flow from image sequences, Optik, 127(20) (2016), 8710-8727 2018 IF: 1.914/Q2)
  • Reconstruction of Freeform Space Curves using NURBS-Snakes based Energy Minimization Approach, Computer Aided Geometric Design (Elsevier), 33: 30-45, 2015. (2018 IF: 1.421/Q1)
  • Stereo Vision based Conic Reconstruction using a Ray-Quadric Intersection, to be appeared in International Journal of Image and Graphics (World Scientific), June 2015.
  • A Robust Watermarking Scheme Exploiting Balanced Neural Tree for Rightful Ownership Protection, Multimedia Tools and Applications (Springer), 72(3): 2225-2248, 2014. (2018 IF: 2.101/Q1)
  • Mekonnen, G., Kumar, S. and Pathak, P. M., Wireless Hybrid Visual Servoing of Omnidirection Wheeled Mobile Robots, Robots and Autonomous Systems, 75(B) (2015), 450-462 (2018 IF: 2.928/Q1)
  • 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. (2018 IF: 2.111/Q1)
  • 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) (2018 IF: 1.209/Q1)
  • Stereo Rectification of Uncalibrated and Heterogeneous, Pattern Recognition Letters (Elsevier), 31: 1445-1452, 2010. (2018 IF: 2.810/Q1)
  • 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. (2018 IF: 1.196/Q2)

The complete list can be seen by clicking here