Sambit Bakshi

Assistant Professor Grade-I

Computer Science and Engineering

 (+91) 661 246 2371 , 3371

 bakshisambit[at]nitrkl.ac.in

 Biosketch

47

Publications       

1

Sponsored Projects

0

Consultancy Projects

7

Doctoral Students

1

Short-term Course

15

PG Dissertation

 Personal Information

Prof. Sambit Bakshi

Assistant Professor Grade-I

Computer Science and Engineering

Joined in Jul 2015

 Room Number: CS-219

 Department of Computer Science and Engineering, National Institute of Technology Rourkela, Sundargarh, Odisha, India - 769008

 Education Qualification

  1. Ph.D.
    Biometric Security
    National Institute of Technology Rourkela

 Experience

Teaching Experience
  • Computer Science & Engineering,  National Institute of Technology Rourkela,  01 Jul 2015 - Present
  • Computer Science & Engineering,  National Institute of Technology Jamshedpur,  25 Jul 2014 - 29 May 2015
Laboratory Development
  • Visual Surveillance Laboratory,  NIT Rourkela,  At visual surveillance laboratory in National Institute of Technology Rourkela, we strive to push the boundaries of the spectrum of research in the field of surveillance, biometry, digital forensic, and their intersection of course aiming societal benefits.

 Expertise Information

Research Group
Intelligent Computing and Computer Vision Group
Areas of Interest
Surveillance and Biometrics , Multimedia Forensics

 Projects

Deep learning applications for computer vision task. (funded by NVIDIA Corporation and NITROAA)

 NVIDIA Corporation

 Principal Investigator

 12 months

 Running

Sponsored

 Continuing Education

Short Term Course on Biometric Security: Theory and Applications

 Computer Science and Engineering

 Coordinator

 12 Mar 2018 - 17 Mar 2018

Short-term Course

 Publications

15

Google Scholar h-index

24

Google Scholar i10-index

11

Scopus h-index

Total Publications: 47
S. Mishra, M. N. Sahoo, S. Bakshi, and J., "Dynamic Resource Allocation in Fog-Cloud Hybrid Systems using Multi-criteria AHP Techniques", IEEE Internet of Things, IEEE, June 2020, 10.1109/JIOT.2020.3001603 Article
S. Devi, M. N. Sahoo, and S. Bakshi, "A novel privacy-supporting 2-class classification technique for brain MRI images", Biocybernetics and Biomedical Engineering, ELSEVIER, May 2020, 10.1016/j.bbe.2020.05.005 Article
A. Satpathy, M. N. Sahoo, L. Chhotray, B. Majhi, A. Mishra, and S. Bakshi, "VRMap: A Cost and Time Aware Remapping of Virtual Data Centres Over a Geo-distributed Infrastructure", in nternational Conference on COMmunication Systems & NETworkS (COMSNETS), pp.427-434, IEEE, January 2020, 10.1109/COMSNETS48256.2020.9027406 Inproceedings
R. Raman, P. K. Sa, S. Bakshi, and B. Majhi, "Kinesiology-inspired estimation of pedestrian walk direction for smart surveillance", Future Generation Computer Systems, vol.108, pp.1008-1026, Elsevier 2020, 10.1016/j.future.2017.10.033 Article
S. Devi, S. Bakshi, and M. N. Sahoo, "NITR-DHH: A T2-weighted brain magnetic resonance image dataset", ACM SIGBioinformatics Record, vol.9, no.1, pp.1, ACM 2020, 10.1145/3380874.3380875 Article

Show All Publications(+)

D. Mishra, B. Majhi, S. Bakshi, A. K. Sangaiah, and P. K. Sa, "Single image super resolution for texture images through neighbor embedding", Multimedia Tools and Applications, vol.79, pp.8337-8366, Springer 2020, 10.1007/s11042-017-5367-5 Article
A. Elçi, P. K. Sa, C. Modi, G. Olague, M. N. Sahoo, and S. Bakshi, "Smart Computing Paradigms: New Progresses and Challenges, Proceedings of ICACNI 2018, Volume 1", Advances in Intelligent Systems and Computing, Springer, advances in intelligent systems and computing book (aisc, volume 766) 2020, 10.1007/978-981-13-9683-0 EditedBook
A. Elçi, P. K. Sa, C. N. Modi, G. Olague, M. N. Sahoo, and S. Bakshi, "Smart Computing Paradigms: New Progresses and Challenges, Proceedings of ICACNI 2018, Volume 2", Advances in Intelligent Systems and Computing, vol.2, Springer 2020, 978-981-13-9680-9 EditedBook
D. P. Chowdhury, S. Bakshi, P. K. Sa, and B. Majhi, "Wavelet energy feature based source camera identification for ear biometric images", Pattern Recognition Letters, vol.130, pp.139-147, Elsevier 2020, 10.1016/j.patrec.2018.10.009 Article
S. Mishra, A. K. Sangaiah, M. N. Sahoo, and S. Bakshi, "Pareto-optimal cost optimization for large scale cloud systems using joint allocation of resources", Ambient Intelligence and Humanized Computing, pp.1-19, Springer, December 2019, https://doi.org/10.1007/s12652-019-01601-x Article
R. Raman, L. Boubchir, P. K. Sa, B. Majhi, and S. Bakshi, "Beyond estimating discrete directions of walk: a fuzzy approach", Machine Vision and Applications, vol.30, no.5, pp.901–917, Springer, July 2019, 10.1007/s00138-018-0939-6 Article
S. K. Choudhury, Ram. P. Padhy, P. K. Sa, and S. Bakshi, "Human detection using orientation shape histogram and coocurrence textures", Multimedia Tools and Applications, vol.78, no.10, pp.13949-13969, Springer, May 2019, 10.1007/s11042-018-6866-8 Article
Ram. P. Padhy, S. K. Choudhury, P. K. Sa, and S. Bakshi, "Obstacle Avoidance for Unmanned Aerial Vehicles: Using Visual Features in Unknown Environments", IEEE Consumer Electronics Magazine, vol.8, no.3, pp.74-80, IEEE, May 2019, 10.1109/MCE.2019.2892280 Article
A. Nanda, D. S. Chauhan, P. K. Sa, and S. Bakshi, "Illumination and scale invariant relevant visual features with hypergraph-based learning for multi-shot person re-identification", Multimedia Tools and Applications, vol.78, no.4, pp.3885-3910, Springer, February 2019, 10.1007/s11042-017-4875-7 Article
S. S. Barpanda, B. Majhi, P. K. Sa, A. K. Sangaiah, and S. Bakshi, "Iris feature extraction through wavelet mel-frequency cepstrum coefficients", Optics and Laser Technology, vol.110, pp.13-23, Elsevier, February 2019, 10.1016/j.optlastec.2018.03.002 Article
Ram. P. Padhy, F. Xia, S. K. Choudhury, P. K. Sa, and S. Bakshi, "Monocular Vision Aided Autonomous UAV Navigation in Indoor Corridor Environments", IEEE Transactions on Sustainable Computing, vol.4, no.1, pp.96-108, IEEE, January 2019, 10.1109/TSUSC.2018.2810952 Article
S. Devi, M. N. Sahoo, K. Muhammad, W. Ding, and S. Bakshi, "Hiding medical information in brain MR images without affecting accuracy of classifying pathological brain", Future Generation Computer Systems, vol.99, pp.235-246, ELSEVIER 2019, 10.1016/j.future.2019.01.047 Article
S. Das, K. Muhammad, S. Bakshi, I. Mukherjee, P. K. Sa, A. K. Sangaiah, and A. Bruno, "Lip biometric template security framework using spatial steganography", Pattern Recognition Letters, vol.126, pp.102-110, Elsevier 2019, 10.1016/j.patrec.2018.06.026 Article
Ram. P. Padhy, X. Chang, S. K. Choudhury, P. K. Sa, and S. Bakshi, "Multi-stage cascaded deconvolution for depth map and surface normal prediction from single image", Pattern Recognition Letters, vol.127, pp.165-173, Elsevier 2019, 10.1016/j.patrec.2018.07.012 Article
S. Mishra, M. N. Sahoo, A. K. Sangaiah, and S. Bakshi, "Nature-inspired cost optimisation for enterprise cloud systems using joint allocation of resources", Enterprise Information Systems, vol.0, no.0, pp.1-23, Taylor & Francis 2019, 10.1080/17517575.2019.1605001 Article
P. K. Sa, S. Bakshi, I. Hatzilygeroudis, and M. N. Sahoo, "Recent Findings in Intelligent Computing Techniques", Advances in Intelligent Systems and Computing, vol.1, Springer 2019, 10.1007/978-981-10-8639-7 EditedBook
S. Mishra, M. N. Sahoo, and S. Bakshi, "User driven dynamic frequency scaling for power-aware mobile cloud terminals", in 11th International Conference on Communication Systems & Networks (COMSNETS), vol.1, pp.298-305, IEEE 2019, 10.1109/COMSNETS.2019.8711477 Inproceedings
D. R. Nayak, R. Dash, X. Chang, B. Majhi, and S. Bakshi, "Automated diagnosis of pathological brain using fast curvelet entropy features", IEEE Transactions on Sustainable Computing, pp.1-12, IEEE, November 2018, 10.1109/TSUSC.2018.2883822 Article
S. K. Choudhury, Ram. P. Padhy, A. K. Sangaiah, P. K. Sa, K. Muhammad, and S. Bakshi, "Scale aware deep pedestrian detection", Transactions on Emerging Telecommunications Technologies, vol.e3522, pp.1-14, Wiley, October 2018, 10.1002/ett.3522 Article
B. Sahu, P. K. Sa, S. Bakshi, and A. K. Sangaiah, "Reducing dense local feature key-points for faster iris recognition", Computers & Electrical Engineering, vol.70, pp.939-949, Elsevier, August 2018, 10.1016/j.compeleceng.2017.12.048 Article
S. Bakshi, P. K. Sa, W. H, S. S. Barpanda, and B. Majhi, "Fast periocular authentication in handheld devices with reduced phase intensive local pattern", Multimedia Tools and Applications, vol.77, no.14, pp.17595-17623, Springer, July 2018, 10.1007/s11042-017-4965-6 Article
S. K. Choudhury, P. K. Sa, Ram. P. Padhy, S. Sharma, and S. Bakshi, "Improved pedestrian detection using motion segmentation and silhouette orientation", Multimedia Tools and Applications, vol.77, no.11, pp.13075-13114, Springer, June 2018, 10.1007/s11042-017-4933-1 Article
K. Saeed, N. Chaki, B. Pati, S. Bakshi, and D. P. Mohapatra, "Progress in advanced computing and intelligent engineering", Advances in Intelligent Systems and Computing, ch.70, vol.2, pp.721, Springer, 564, April 2018, 10.10007/978-981-10-6875-1 EditedBook
S. S. Barpanda, P. K. Sa, Oge. Marques, B. Majhi, and S. Bakshi, "Iris recognition with tunable filter bank based feature", Multimedia Tools and Applications, vol.77, no.6, pp.7637-7674, Springer, March 2018, 10.1007/s11042-017-4668-z Article
K. Saeed, N. Chaki, B. Pati, S. Bakshi, and D. P. Mohapatra, "Progress in advanced computing and intelligent engineering", Advances in Intelligent Systems and Computing book series (AISC, volume 563), ch.67, vol.1, pp.707, Springer, advances in intelligent systems and computing, 563, March 2018, 10.1007/978-981-10-6872-0 EditedBook
D. P. Chowdhury, S. Bakshi, D. Guo, and P. K. Sa, "On applicability of tunable filter bank based feature for ear biometrics: A study from constrained to unconstrained", Journal of Medical Systems, vol.42, no.11, Springer, January 2018, 10.1007/s10916-017-0855-8 Article
R. Raman, P. K. Sa, S. Bakshi, and B. Majhi, "Fusion of shape and texture features for lip biometry in mobile devices", Mobile Biometrics, ch.6, pp.155 - 176, IET, iet security 03, September 2017, 10.1049/PBSE003E_ch6 Inbook
S. K. Choudhury, P. K. Sa, K. R. Choo, and S. Bakshi, "Segmenting foreground objects in a multi-modal background using modified Z-score", Journal of Ambient Intelligence and Humanized Computing, vol.9, no.48, pp.1-15, Springer, April 2017, 10.1007/s12652-017-0480-x Article
A. Nanda, P. K. Sa, S. K. Choudhury, S. Bakshi, and B. Majhi, "A neuromorphic person re-identification framework for video surveillance", IEEE Access, vol.5, pp.6471-6482, IEEE, March 2017, 10.1109/ACCESS.2017.2686438 Article
R. Raman, P. K. Sa, B. Majhi, and S. Bakshi, "Acquisition and corpus description of a constrained lip database captured from handheld devices: NITRLipV2 (MobioLip)", ACM SIGBioinformatics Record, vol.7, no.1, January 2017, 10.1145/3056351.3056353 Misc
R. Raman, P. K. Sa, B. Majhi, and S. Bakshi, "Acquisition and corpus description of NITR conscious walk dataset", ACM SIGBioinformatics Record, vol.7, no.1, January 2017, 10.1145/3056351.3056352 Misc
R. Raman, S. K. Choudhury, and S. Bakshi, "Spatiotemporal optical blob reconstruction for object detection in grayscale videos", Multimedia Tools and Applications, pp.1-22, Springer, January 2017, 10.1007/s11042-016-4234-0 Article
P. K. Sa, S. Bakshi, I. Hatzilygeroudis, and M. N. Sahoo, "Recent Findings in Intelligent Computing Techniques:Proceedings of the 5th ICACNI 2017", Advances in Intelligent Systems and Computing, vol.2, Springer 2017, 10.1007/978-981-10-8636-6 EditedBook
P. K. Sa, S. Bakshi, I. Hatzilygeroudis, and M. N. Sahoo, "Recent Findings in Intelligent Computing Techniques:Proceedings of the 5th ICACNI 2017", Advances in Intelligent Systems and Computing, vol.3, Springer 2017, 10.1007/978-981-10-8633-5 EditedBook
S. Choudhury, P. K. Sa, S. Bakshi, and B. Majhi, "An evaluation of background subtraction for object detection vis-a-vis mitigating challenging scenarios", IEEE Access, vol.4, pp.6133 - 6150, IEEE, September 2016, 10.1109/ACCESS.2016.2608847 Article
R. Raman, P. K. Sa, B. Majhi, and S. Bakshi, "Direction estimation for pedestrian monitoring system in smart cities: An HMM Based Approach", IEEE Access, vol.4, pp.5788-5808, IEEE, September 2016, 10.1109/ACCESS.2016.2608844 Article
J. Rout, S. Singh, S. K. Jena, and S. Bakshi, "Deceptive review detection using labeled and unlabeled data", Multimedia Tools and Applications, pp.1–25, Springer, August 2016, 10.1007/s11042-016-3819-y Article
S. Bakshi, R. Raman, and P. K. Sa, "NITRLipV1: A constrained lip database captured in visible spectrum", ACM SIGBioinformatics Record, vol.6, no.1, ACM, January 2016, 10.1145/2921555.2921557 Article
S. Bakshi and P. K. Sa, "Periocular localization and feature extraction for human recognition: doctoral dissertation summary", ACM SIGBioinformatics Record, vol.6, no.1, ACM, January 2016, 10.1145/2921555.2921556 Article
S. K. Jena, A. K. Turuk, M. N. Sahoo, and S. Bakshi, "Introduction to special issue on ‘Advances in information systems and network systems security’", Innovations in Systems and Software Engineering, vol.11, no.3, pp.153-154, Springer, September 2015, 10.1007/s11334-015-0253-7 Article
S. Bakshi, "Periocular localization and feature extraction for human recognition", ACM SIGMultimedia Records, vol.7, no.2, pp.17-18, ACM Digital Library, August 2015, 10.1145/2835398.2835410 Article
S. Bakshi, R. Raman, and P. K. Sa, "A novel approach for eye gaze and tilt estimation", in International Conference on Advanced Computing, Networking, and Informatics, vol.243, pp.1187-1193, Springer, June 2013, 10.1007/978-81-322-1665-0_122 Inproceedings

 Courses Taught

  • CS102 : Data Structures and Algorithms {Theory}
  • CS2005 : Data Structures and Algorithms {Theory}
  • CS2008 : Database Engineering {Theory}
  • CS2062 : Database Management Systems {Theory}
  • CS222 : Database Management Systems {Theory}
  • CS334 : Operating Systems Design {Theory}
  • CS335 : Computer Graphics {Theory}
  • CS430 : Information Theory and Coding {Theory}
  • CS6217 : Biometric Security {Theory}
  • CS635 : Biometric Security {Theory}
  • CS712 : Information Retrieval and Web Search {Theory}
  • MA653 : Statistical Analysis {Theory}
  • CS1000 : Basic Programming {Practical}
  • CS171 : Computing Laboratory - I {Practical}
  • CS172 : Computing Laboratory – II {Practical}
  • CS2071 : Data Structure and Algorithms Laboratory {Practical}
  • CS2072 : Database Engineering Laboratory {Practical}
  • CS271 : Data Structure and Database Laboratory {Practical}
  • CS367 : Product Development Laboratory – I {Practical}
  • CS374 : Operating Systems Laboratory {Practical}
  • CS375 : Computer Graphics Laboratory {Practical}
  • CS393 : Special Laboratory in Computer Science and Engineering – I {Practical}
  • CS706 : Information Theory Coding Laboratory {Practical}
  • MA673 : Linear Algebra and Statistical Analysis Laboratory {Practical}

 Research Scholars

Doctoral Students
Emotion Modeling

 Avinash Samantra

 OnGoing

 Co-Supervisor

Online Data Analytics

 Swagatika Devi

 OnGoing

 Co-Supervisor

Machine Learning, Artificial Intelligence, Database Security, Image Processing

 Tanmay Kumar Behera

 OnGoing

 Supervisor

Computer Vision, Visual Surveillance, Person Re-Identification

 Nayan Kumar Subhashis Behera

 OnGoing

 Co-Supervisor

Digital Forensics

 Jamimamul Bakas

 OnGoing

 Co-Supervisor

Image Processing

 Gautam Kumar

 OnGoing

 Supervisor

Development Of Ear Biometric Systems With Forensic Validation

 Debbrota Paul Chowdhury

 Thesis Submitted

 Supervisor

M.Tech by Research Students
Online Social Network Forensics

 Nidhi Srivastava

 OnGoing

 Supervisor

 Dissertations

PG Dissertation
  • Sajal Kumar Pramanik (215CS2317), "Segmentation and alignment of fingerprint using active contour" - M.Tech.    Supervisor     2016-17 Spring
  • Srijan Das (215CS1066), "Human Action Recognition Framework with Subject Recognition using Secured Lip Biometric" - M.Tech.    Supervisor     2016-17 Spring
  • Suraj Arun Karambe (215CS2079), "False Minutiae Removal in Fingerprint Images" - M.Tech.    Supervisor     2016-17 Spring
  • Pinkar Roy (216CS1146), "Optical Music Recognition" - M.Tech.    Supervisor     2017-18 Spring
  • Rahul Kumar (216CS2158), "Separation of Overlapped Latent fingerprints(OLFs)" - M.Tech.    Supervisor     2017-18 Spring
  • Shashank Yeole (216CS1149), "Fingerprint Recognition System Using Method of Sectoralization" - M.Tech.    Supervisor     2017-18 Spring
  • Sushresulagna Rath (216CS4190), "Weather Forecasting Using Machine Learning Approach" - M.Tech.    Supervisor     2017-18 Spring
  • Dhirendra Kumar Shahu (217CS1109), "Human Recognition using Ear Biometricwith Structural Feature Extraction" - M.Tech.    Supervisor     2018-19 Spring
  • Mayank Jaguri (217CS1307), "Source Camera Identification Using LBGLCM" - M.Tech.    Supervisor     2018-19 Spring
  • Ritu (217CS2431), "Local Feature Extraction of Lip Image for Person Identification" - M.Tech.    Supervisor     2018-19 Spring
  • Barkule Vishal Vitthalrao (218CS2435), "Blur Measurement Operators’ Analysis for Single Image" - M.Tech.    Supervisor     2019-20 Spring
  • Mukti Krishnan (218CS1305), "Vegetation Detection in Aerial Images of NIT, Rourkela using deep learning technique" - M.Tech.    Supervisor     2019-20 Spring
  • Prem Chand Chaduvula (218CS1080), "Road extraction from aerial images using deep learning" - M.Tech.    Supervisor     2019-20 Spring
  • Ranaivoson Solomampionona Njatoarinala Mahery (218CS2265), "Road Extraction from Aerial Images using Machine Learning Techniques" - M.Tech.    Supervisor     2019-20 Spring
  • Shounak Chatterjee (218CS1081), "Development of a Better Algorithm for Focus Stacking" - M.Tech.    Supervisor     2019-20 Spring
UG Dissertation
  • Chanda Yasaswini (113CS0191), "Elastic Bunch Graph Fast Fingerprint Matching" - B.Tech.    Supervisor     2016-17 Spring
  • Chimmani Revanth (113CS0172), "Detection of Copy Move Forgery in Digital Images using SIFT" - B.Tech.    Supervisor     2016-17 Spring
  • Debi Prasad Das (113CS0131), "Elastic Bunch Graph Fast Fingerprint Matching" - B.Tech.    Supervisor     2016-17 Spring
  • Dipesh Baral (113CS0511), "Head Pose Estimation using Eyes and Mouth Centers" - B.Tech.    Supervisor     2016-17 Spring
  • Abhishek Satyal (113CS0183), "Head Pose Estimation using Position of Eyes and Mouth" - B.Tech.    Supervisor     2017 Summer
  • Attaluri Lohit Siva Saketh (114CS0381), "Automatic Reconstruction of 3D Face Biometrics" - B.Tech.    Supervisor     2017-18 Spring
  • Binay Kumar Sahoo (114CS0120), "Neural Image Caption Generator" - B.Tech.    Supervisor     2017-18 Spring
  • Deepa Kumari (114CS0369), "Super Resolution Imaging" - B.Tech.    Supervisor     2017-18 Spring
  • Kuldeep Singh (114CS0360), "Techniques for Background Subtraction Algorithms" - B.Tech.    Supervisor     2018 Summer
  • Shrijan Dongol (114CS0013), "Techniques for Background Subtraction Algorithms" - B.Tech.    Supervisor     2018 Summer
  • Chitikina Pavan Sai (115CS0238), "Camera Source Identification" - B.Tech.    Supervisor     2018-19 Spring
  • Millennium Bismay (115CS0201), "Deep Feature based Ear Detection and Segmentation" - B.Tech.    Supervisor     2018-19 Spring
  • Soumya Gourab Sahoo (115CS0237), "Localization and Modeling of Ear Biometrics" - B.Tech.    Supervisor     2018-19 Spring
  • Mindi Jyothi Swaroop (115CS0249), "Camera Source Identification" - B.Tech.    Supervisor     2019 Summer
  • Ayush Ashutosh Panigrahi (116CS0211), "3D Face Reconstruction" - B.Tech.    Supervisor     2019-20 Spring
  • Hitaishi Barai (116CS0164), "Part Based Person ReIdentification" - B.Tech.    Supervisor     2019-20 Spring
  • Jyoti Prakash Mohanty (116CS0203), "Hyperspectral Image Segmentation" - B.Tech.    Supervisor     2019-20 Spring
  • Tammina Charishma (116CS0587), "3D Face Reconstruction" - B.Tech.    Supervisor     2019-20 Spring
  • Anish Jaiswal (711CS1027), "Tooth Isolation for Dental Radiographs" - B.Tech. M.Tech Dual Degree    Supervisor     2015-16 Spring
  • Rohit Raj (711CS2165), "Dental Biometrics: Human Identification Using Dental Radiographs" - B.Tech. M.Tech Dual Degree    Supervisor     2015-16 Spring
  • Sitansu Kumar Subudhi (712CS1154), "Characterizing eye shape with minimum curves" - B.Tech. M.Tech Dual Degree    Supervisor     2016-17 Spring
  • Subrat Kumar Pradhan (713CS2052), "Gait Analysis for Biometric Security and Surveillance" - B.Tech. M.Tech Dual Degree    Supervisor     2017-18 Spring
  • Subhransu Sekhar Dalai (715CS2014), "Road Extraction From Aerial Imagesusing Deep Learning Networks" - B.Tech. M.Tech Dual Degree    Supervisor     2019-20 Spring

 Awards and Honours

Awards and Honours
  • Member, IEEE CIS Young Professionals Subcommittee (2020),    2020
  • Vice-chair, IEEE CIS Intelligent Systems Applications Technical Committee (2019),    2019
  • Advisory Board Member, AMBER (“enhAnced Mobile BiomEtRics”), a project under Marie Skłodowska-Curie Innovative Training Network, European Commission Research & Innovation,    2017
  • Summer Research Fellowship - 2012 from Indian Academy of Sciences (IAS), Indian National Science Academy (INSA), The National Academy of Sciences, India (NASI),    2012
  • Innovative Student Projects Award – 2011 from Indian National Academy of Engineering (INAE) for M. Tech. Thesis,    2011
  • National Scholarship,    2003
Memberships / Fellowships
  • Senior Member, IEEE (2019 -),    2019
  • ​Associate Editor, Expert Systems, Wiley (2017),    2018
  • ​Associate Editor, Plos One,    2017
  • ​Associate Editor, Innovations in Systems and Software Engineering, Springer, A NASA Journal,    2016
  • ​​Associate Editor, IEEE Access,    2016
  • Life Member, Computer Society of India,    2016