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Indian Institute of Information Technology, Lucknow
भारतीय सूचना प्रौद्योगिकी संस्थान, लखनऊ
(An Institute of National Importance by the Act of Parliament)

Dr. Soumendu Chakraborty
soumendu@iiitl.ac.in
Lucknow, India

Dr. Soumendu Chakraborty

Faculty In-Charge Technical Committee

Latest Achievements

  • Received Junior Research Fellowship (2014) and Senior Research Fellowship (2016) from MHRD, Government of INDIA
  • Qualified GATE in 2014For Education Excellence,by Indian Achievers Forum.
  • Received Mission 10 X Certification from WIPRO Technologies
  • IBM Certified Academic Associate
  • Outstanding Contribution in Reviewing, Journal of Information Security and Applications

Education

  • Ph.D. (Information Technology) From Indian Institute of Information Technology, Allahabad, in 2018 with 9.50 CPI
  • M.Tech. (CS) with Honors from Institute of Engineering and Technology, GLA University, Mathura, in 2013 with 8.64 CPI
  • B.E. (Information Technology) from University Institute of Technology, The University of Burdwan, Burdwan in 2005 with 72.6 TCPA

Professional Activity

Reviewer For
  • IEEE Transactions on Information Forensics and Security
  • IEEE Transactions on Intelligent Transportation Systems
  • IEEE Signal Processing Letters
  • IEEE Access
  • Pattern Recognition Letters
  • International Journal for Light and Electron Optics
  • Journal of Ambient Intelligence & Humanized Computing
  • Journal of Systems and Software
  • Neurocomputing
  • Computing and Visualization in Science
  • Journal of Information Security and Applications
Technical Programme Committee Member
  • CVIP, 2020
  • UPCON, 2015
  • ISCON, 2013

Teaching

  • Compiler Design
  • Theory of Computation
  • Computer Organization
  • Data Structure
  • Image Processing
  • Artificial Intelligence

Area of Interest

  • Image Processing
  • Computer Vision
  • Multimedia Forensics
  • Pattern Recognition
  • Biometrics
  • Medical Image Analysis

PUBLICATIONS

International Journal
  • Jayendra Kantipudi, Shiv Ram Dubey and Soumendu Chakraborty. "Color Channel Perturbation Attacks for Fooling Convolutional Neural Networks and A Defense Against Such Attacks." IEEE Transactions on Artificial Intelligence, 10.1109/TAI.2020.3046167, Dec 2020. ISSN/ISBN: 2691-4581 (accepted).
  • Shiv Ram Dubey and Soumendu Chakraborty. "Average Biased ReLU Based CNN Descriptor for Improved Face Retrieval." Multimedia Tools and Applications, Dec 2020. (Impact Factor: 2.31) ISSN/ISBN: 1573-7721 (accepted).
  • Shiv Ram Dubey, Soumendu Chakraborty, Swalpa Kumar Roy, Snehasis Mukherjee, Satish Kumar Singh and Bidyut Baran Chaudhuri. "diffGrad: An Optimization Method for Convolutional Neural Networks."IEEE Transactions on Neural Networks and Learning Systems, (2019). (Impact Factor: 11.68) ISSN/ISBN:2162-2388
  • Soumendu Chakraborty, Satish Kumar Singh, and Pavan Chakraborty. "Local Gradient Hexa Pattern: A Descriptor for Face Recognition and Retrieval."IEEE Transactions on Circuits and Systems for Video Technology, vol-28, no-1, pp. 171-180, (2018). (Impact Factor: 4.04) ISSN/ISBN: 1051-8215
  • Soumendu Chakraborty, Satish Kumar Singh, and Kush Kumar. " Facial Biometric System for Recognition using Extended LGHP Algorithm on Raspberry Pi." IEEE Sensors Journal, (2020). (Impact Factor: 3.076) ISSN/ISBN: 1558-1748 (accepted)
  • Soumendu Chakraborty, Satish Kumar Singh, and Pavan Chakraborty. "Centre symmetric quadruple pattern: A novel descriptor for facial image recognition and retrieval."Pattern Recognition Letters, vol-115, pp.50-58, DOI: 10.1016/j.patrec.2017.10.015, (2018). (Elsevier) (Impact Factor: 2.81) ISSN/ISBN: 0167-8655
  • Shiv Ram Dubey, Swalpa Kumar Roy, Soumendu Chakraborty, Snehasis Mukherjee, and Bidyut Baran Chaudhuri. "Local Bit-plane Decoded Convolutional Neural Network Features for Biomedical Image Retrieval."Neural Computing and Applications, 10.1007/s00521-019-04279-6, (2019). (Springer) (Impact Factor: 4.66) ISSN/ISBN: 1433-3058
  • Soumendu Chakraborty, Satish Kumar Singh, and Pavan Chakraborty. "Local quadruple pattern: A novel descriptor for facial image recognition and retrieval."Computers & Electrical Engineering, vol-62, pp. 92-104, (2017). (Elsevier) (Impact Factor: 2.18) ISSN/ISBN: 0045-7906
  • Soumendu Chakraborty, and Anand Singh Jalal. " A Novel Local Binary Pattern Based Blind Feature Image Steganography." Multimedia Tools and Applications, (2020). (Impact Factor: 2.10) ISSN/ISBN: 1573-7721 (accepted)
  • Soumendu Chakraborty, Satish Kumar Singh, and Pavan Chakraborty. "Cascaded Asymmetric Local Pattern: A Novel Descriptor for Unconstrained Facial Image Recognition and Retrieval."Multimedia Tools and Applications, DOI: 10.1007/s11042-019-7707-0, (2019). (Springer) (Impact Factor: 2.10) ISSN/ISBN: 1573-7721
  • Soumendu Chakraborty, Satish Kumar Singh, and Pavan Chakraborty. "R-Theta Local Neighborhood Pattern for Unconstrained Facial Image Recognition and Retrieval."Multimedia Tools and Applications, vol-78, no-11, pp. 14799-14822, DOI: 10.1007/s11042-018-6846-z, (2019). (Springer) (Impact Factor: 2.10) ISSN/ISBN: 1573-7721
  • Soumendu Chakraborty, Satish Kumar Singh, and Pavan Chakraborty. "Local directional gradient pattern: a local descriptor for face recognition."Multimedia Tools and Applications, vol-76, no-1, pp. 1201-1216, (2017). (Springer) (Impact Factor: 2.10) ISSN/ISBN: 1573-7721
  • Soumendu Chakraborty, Anand Singh Jalal, and Charul Bhatnagar. "LSB based non blind predictive edge adaptive image steganography."Multimedia Tools and Applications, vol-76, no-6, pp. 7973–7987, (2017).(Springer) (Impact Factor: 2.10) ISSN/ISBN: 1573-7721
  • Soumendu Chakraborty, Anand Singh Jalal, and Charul Bhatnagar. "Secret image sharing using grayscale payload decomposition and irreversible image steganography." Journal of Information Security and Applications, vol-18, no-4, pp. 180-192, (2013). (Elsevier) (Impact Factor: 1.53) ISSN/ISBN: 2214-2126
  • Soumendu Chakraborty and Anand Singh Jalal. "High capacity secret image sharing using multilayer image steganography with primary cover predictive error."International Journal of Information and Communication Technology, vol-9, no-3, pp. 337-355. (Inderscience) ISSN/ISBN: 1741-8070
  • Soumendu Chakraborty, Anand Singh Jalal, and Charul Bhatnagar. "An efficient bit plane X-OR algorithm for irreversible image steganography."International Journal of Trust Management in Computing and Communications, vol-1, no-2, pp. 140-155, (2013). (Inderscience) ISSN/ISBN: 2048-8386

International Conference

  • Soumendu Chakraborty, Satish Kumar Singh, Pavan Chkraborty, "Performance Enhancement of Local Vector Pattern with Generalized Distance Local Binary Pattern for Face Recognition." In Proc. of the IEEE UP Section Conference on Electrical, Computer and Electronics (UPCON), December 2015. Doi: 10.1109/UPCON.2015.7456681
  • Sandeep Rathor, SP Tripathi, Soumendu Chakraborty, Anand Singh Jalal, "A payload distribution method for high capacity image steganography." Computer and Communication Technology (ICCCT), 2013 4th International Conference on. IEEE, 2013.

Contact

Department of Information Technology,
Indian Institute of Information Technology,
Lucknow, India.
soumendu@iiitl.ac.in

Personal Website: https://sites.google.com/view/soumenduchakraborty

 

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