Profile
| Name : | Prof. (Dr.) Chirag N. Paunwala |
|---|---|
| Qualification: | Ph.D |
| Designation: | Professor |
| Department: | Electronics & Communication Engineering |
| Experience: | 23 yrs |
| Email: | chirag.paunwala@scet.ac.in |
| Courses / Subject involved: | Biomedical Signal Processing, Soft computing Techniques, Image Processing, Pattern recognition |
| Portfolio: | Head Of the Department |
Extra Duty
Research Projects
Patents/Copyrights
Books Published
Research Publications
| International Journals | |
| 1 | Aarohi Vora, Chirag N. Paunwala, Mita Paunwala, “Review on Fusion Algorithms for Multimodal Authentication System”, International Journal of Engineering Development and Research, Vol. 3 (2), pp: 911-917, 2015 |
| 2 | Dhwanee B. Desai, Md. Salman R. Bombaywala, Chirag N. Paunwala, “Comparative Study of Sparsity Based Techniques for Image Denoising”, International Journal of Emerging Technology and Advanced Engineering, pp:528-531, 2015 |
| 3 | Chirag N. Paunwala and Suprava Patnaik, “An Adaptive Integrated Rule Based Algorithm for License Plate Localization”, International Journal of Opto-Electronics Review, Springer Publications, vol. 20, issue 4, pp:323-334, 2012. (ISSN: 1230-3402 (print version) ISSN: 1896-3757 (electronic version) Impact Factor:0.923 |
| 4 | Chirag N. Paunwala and Suprava Patnaik, “An adaptive integrated rule-based algorithm for license plate localization”, International Journal of Cybernetics and Systems, Taylor and Francis Publication, vol. 42, issue 8 pp:567-584. (ISSN: 0196- 9722 (Print), 1087-6553 (Online) Impact factor:0.383) |
| 5 | Chirag N. Paunwala and Suprava Patnaik, “Automatic license plate localization using intrinsic rules saliency”, International Journal of Advanced Computer Science and Applications(IJACSA) for special issue on image processing and analysis, pp:105- 111,2011 (ISSN : 2156-5570(Online); U.S ISSN : 2158-107X(Print) Impact Factor = 1.324) |
| 6 | Chirag N. Paunwala and Suprava Patnaik, “A Novel Multiple License Plate Extraction Technique for Complex Background in Indian Traffic Conditions”, International Journal of Image Processing, Vol.4, issue 2, June 2010, ISSN: 1985-2304 |
| 7 | Rushabh Jhaveri, Chirag N. Paunwala, Ronak Bhagat, Mita Paunwala, “ Robust DWT-SVD Watermarking Technique for Copyright Protection”, International Journal of Electronics and Computer, vol. 2, Issue 1, pp: 281-288, January 2010 |
| 8 | Salman Bombaywala and Chirag N. Paunwala, “A Novel Image Inpainting Framework Based on Multilevel Image Pyramids. Engineering Review, 2019. (Manuscript accepted in March 2019). ISSN: 1330-9587 (Print), ISSN: 1849-0433 (Online). |
| 9 | Bhaumik Vaidya and Chirag N. Paunwala, “Real Time Object Detection and Tracking Strategies” , Encyclopedia on Im9age Processing, Taylor and Francis Publications, pp:566-582 DOI: 10.1201/9781351110273-140000130, 2018 |
| 10 | Aarohi Vora, Chirag N. Paunwala, Mita Paunwala, “Multi-Biometric Fusion and Template Protection Strategies”, Encyclopedia on Image Processing, Taylor and Francis Publications, pp:473-485 DOI: 10.1201/9781351110273-140000130, 2018 |
| 11 | Salman Bombaywala and Chirag N. Paunwala, “ Image Inpainting Evolution: A Survey”, Encyclopedia on Image Processing, Taylor and Francis Publications.pp: 293:306, DOI: 10.1201/9781351045636-140000131, 2018 |
| 12 | Hardika Gabani and Chirag N. Paunwala, “EEG Signal Classification for Epileptogenic Zone and Seizure Zone”, Proceedings of the Int. Conf. on Intelligent Systems and Signal Processing (ISSP- 2017) published by the Springer book series Advances in Intelligent Systems and Computing (AISC).pp:45-52, March 2017 |
| International Conference | |
| 1 | Nipa D. Modi, Chirag N. Paunwala, Chintan K. Modi, Suprava Patnaik, “Implementation of PCA based approach for Indian vehicle license plates”, 2nd International conference on Information, Signal and Communication, pp:1-4, 2011 (ISBN:978-1-6123-3002-0) |
| 2 | Pratikgiri Goswami and Chirag N. Paunwala, “Exemplar-based Image Inpainting Using ISEF for Priority Computation” IEEE International Conference on Circuits, Systems, Communications and Information Technology Applications , Mumbai, pp:75- 80,2014 |
| 3 | Jignasha Valvi and Chirag N. Paunwala, “Learning Based Single Frame Super-resolution Using Lorentzian Error Norm & Gabor Filter” IEEE International Conference on Signal Processing, Computing and Control, September, 26-28, 2013 |
| 4 | Pratixa Mistry and Chirag N. Paunwala, “Fusion Fingerprint Minutiae Matching System for Personal Identification” is selected and online presented at 2013 IEEE International Conference on Computing, Communication and Networking Technologies (ICCCNT) 2013 |
| 5 | Chirag N. Paunwala and Suprava Patnaik , “License Plate Localization Using Bimodal Attributes, IASTED International Conference on Computer Vision, Vancouver, Canada, pp: 262-267, 2011 |
| 6 | Chirag N. Paunwala, Suprava Patnaik, Miraj shah and Sulay shah, “ Novel Edge Mapping Technique for License Plate Localization” , Proceeding of world congress on engineering and computer science, vol.1, WCECS 2011, Sanfrancisco, USA, October, 2011 |
| 7 | Vaishali Patel, Chintan K. Modi, Chirag N. Paunwala, Suprava Patnaik, “Hybrid approach for single image super resolution using ISEF and IBP: specific reference to license plate”, IASTED International Conference on Computational Photography, pp: 152-157 Vancouver, Canada, 2011 |
| 8 | Nipa D. Modi, Chintan K. Modi, Chirag N. Paunwala, Suprava Patnaik, “Skew correction for Vehicle license plates using principal component of Harris Corner features”, IEEE International Conference on Communication Systems and Network Technologies (CSNT-2011), pp:339-343, June 03-05, 2011, India. |
| 9 | Vaishali Patel, Chintan K. Modi, Chirag N. Paunwala, Suprava Patnaik, “Hybrid approach for single image super resolution using ISEF and IBP”, IEEE International Conference on Communication Systems and Network Technologies (CSNT-2011), ), June 03- 05, 2011, India. |
| 10 | Aarohi Vora, Chirag N. Paunwala, Mita C. Paunwala “Improved Weight Assignment Approach for Multimodal Fusion” IEEE International Conference on Circuits, Systems, Communications and Information Technology Applications, Mumbai, pp:70-74,2014 |
| 11 | Vaishali Patel, Chintan K. Modi, Chirag N. Paunwala, Suprava Patnaik, “Advances in image super resolution: A survey”, Proceedings of Second International Conference on Signals, Systems & Automation (ICSSA-11), India, pp: 451-455, Jan- 2011. ((ISBN:978-1-6123-3002-0) |
| 12 | Chirag N. Paunwala, Suprava Patnaik and Manoj Chaudhary, “An Efficient Skew Detection of License Plate Images Based on Wavelet Transform and Principal Component Analysis”, IEEE International Conference on Signal and Image Processing, pp:17-22, 2010 |
| 13 | Chirag N. Paunwala, Suprava Patnaik and Manoj Chaudhary “ Multiple License Plate Extraction Based on Mathematical Morphology and Component Filtering in Indian Traffic Condition”, IEEE International Conference on Advances in Recent Technologies in Communication and Computing, pp:240-242, Oct-2010 |
| 14 | Chirag N. Paunwala and Suprava Patnaik, “An Improved License Plate Extraction fTechnique Based on Gradient and Prolonged Haar Wavelet Analysis” ACM International Conference and Workshop on Emerging Trends in Technology, pp:618- 622, 2010 |
| 15 | Chirag N. Paunwala and Suprava Patnaik, “License Plate Extraction based on Gradient and Haar Wavelet Analysis” at International Conference on Signals Systems and Automation, pp:41-44, 2009 |
| 16 | Chirag N. Paunwala, Mita C.Paunwala, Upena Dalal, “A Robust Digital Watermarking”, Proceedings of International Conference on Cognition and Recognition, pp:292-297, 2008 |
| 17 | Chirag N. Paunwala, Mehul S. Raval, “Secure information by digital data embedding in transform domain technique”, Proceeding Of International Conference on Next Generation Communication System, pp.266-271, 2006 |
| 18 | Mansi Parmar, Chirag N. Paunwala, “ Basic Approaches for Image Inpainting”, 2nd International conference on Engineering: Issues, Opportunities and Challenges for Development (EIOCD), pp: 1-6, 9th April, 2016, India |
| 19 | Feni Patel, Chirag N. Paunwala, Aarohi Vora, “ A Modified Block Based Biometric Fragile Watermark Technique” , 4th IEEE International Conference on Communication and Electronics Systems, Coimbore, India, 17-19 July 2019 |
| 20 | Smith Mehta, Chirag N. Paunwala, Bhaumik Vaidya, “ CNN Based Traffic Sign Classification using Adam Optimizer” , 3rd IEEE International Conference on Intelligent Computing and Control System, 15-17 May, 2019 |
| 21 | Salman Bombaywala and Chirag N. Paunwala, “A Novel Framework for Fast Video Inpainting”, International Journal of Recent Technology and Engineering, pp: 216-223, Vol 7(5), January 2019, ISSN: 2277-3878 |
| 22 | Aarohi Vora, Chirag N. Paunwala, Mita Paunwala, “Hybrid Metaheuristic Approaches for optimization in Multi-biometric Authentication System” Hybrid Metaheuristics: Research and Applications(Series in Machine Perception and Artificial Intelligence; Vol: 82, pp: 63-82, World Scientific Publishing Co. Pte. Ltd., Singapore., 2018 |
| 23 | Bhaumik Vaidya and Chirag N. Paunwala, “Deep learning architectures for Object Detection and Classification”, for publication in edited volume titled “Smart Techniques for a Smarter Planet: Towards Smarter Algorithms”, in the “Studies in Fuzziness and Soft Computing”; book series, Springer (http://www.springer.com/series/2941), pp: 53-79, 2019 (Scopus Indexed) ISSN: 1434-9922 (Highest Downloaded till February 2019 (http://www.bookmetrix.com/detail/chapter/cca46819-028c-46ea-9143-e94d85b6484d) |
| 24 | Bhaumik Vaidya, Harendra Panchal and Chirag N. Paunwala, “ Silhouette Based Real Time Object Detection and Tracking”, International Conference on Computer vision and Image Processing organized by IAPR (Int. Association of Pattern Recognition), Advances in Intelligent Systems and Computing, Springer Publications (Scopus Indexed), IIT Roorkee, September 2017 |
| 25 | Mayank Kapadia and Chirag N. Paunwala, “Analysis of SVM kernels for Content Based Image Retrieval System”, IEEE International Conference on Energy, Communication, Data Analytics and Soft Computing (ICECDS 2017),pp:1409-1414 Bangalore, August 2017 |
| 26 | Salman Bombaywala and Chirag N. Paunwala, “ Semi Automatic Image Inpainting using Partial JSEG Segmentation”, IEEE International Conference on Inventive Systems and Control (ICISC-2017), pp:428-433, India |
| 27 | Bhaumik Vaidya, Chirag N. Paunwala, “ Traffic Sign Recognition using Color and Spatial Transformer Network on GPU Embedded Development Board”, International Conference on Computer Vision and Image Processing organized by IAPR (Int. Association of Pattern Recognition), Advances in Intelligent Systems and Computing, Springer Publications (Scopus Indexed), MNIT, Jaipur, September 2019 |
| 28 | Pooja Shah, Chirag N. Paunwala, “ Color and Texture based CBIR Approaches”, 2nd International conference on Engineering: Issues, Opportunities and Challenges for Development (EIOCD), 9th April, 2016, India |
| 29 | Heena Patel, Chirag N. Paunwala, Aarohi vora, “Hybrid Multi-biometric Cryptosystem based on Feature level fusion, IEEE International Conference on Wireless Communications Signal Processing and Networking (WiSPNET 2016), pp: 1130-1135, Chennai, India, 23-25 March, 2016 |
| 30 | Dhara Marwadi, Maulin Joshi, Chirag N. Paunwala, Aarohi vora, “Comparative Analysis of 3D Face Recognition Using 2D-PCA and 2D-LDA Approach”, 5th Nirma University International Conference on Engineering (NUiCONE 2015), 2015 |
| 31 | Krishna Desai, Salman Bombaywala and Chirag N. Paunwala, “Sparsity based Image Inpainting using Optimisation Techniques”, IEEE Region 10 international Conference (TENCON 2015), Macao, China, 1-4 November, 2015. |
| 32 | Salman Bombaywala, Pratikgiri Goswami and Chirag N. Paunwala, “comparative analysis of exemplar based image inpainting techniques”, selected for oral presentation in 2nd IEEE International Conference on “Emerging Technology Trends in Electronics, Communication and Networking (ET2ECN-2014), SVNIT, Surat, 26-27 December, 2014 |
| 33 | Aarohi Vora, Chirag N. Paunwala, Mita Paunwala, “Statistical Analysis of Various Kernel Parameters on SVM Based Multimodal Fusion “, selected for oral presentation in IEEE INDICON 2014, pp:1-5, pune, 11-13 Dec 2014. |
| 34 | Aarohi Vora, Chirag N. Paunwala, Mita Paunwala, “Nonlinear SVM Fusion of Multimodal Biometric System”, International Multi Conference on Innovations in Engineering and Technology, IMCIET 2014 under International Conference on Communication and Computing track, ICCC 2014, Elsevier Publications, Bangalore, to be held on 21-23 August 2014. |
| National Journals | |
| 1 | Chirag N. Paunwala, Mehul S. Raval, “Techniques for secret writing in digital images” Journal of Veer Narmad South Gujarat University, vol:IV B, pp:43 to 55, 2006 |
| National Conference | |
| 1 | Niyati Patel, Bhaumik Vaidya and Chirag N. Paunwala, “Real- Time Object Detection, Tracking and Re-Identification: A Survey, National Conference on Recent Advances in Circuits, Communications,and Computing Technology (RACCCT), Surat, pp:134-139, March 2017 |
| 2 | Harendra Panchal and Chirag N. Paunwala, “Analysis of Object Detection and Tracking Algorithms based on Techniques: A Review” in National Conference on Recent Trends in Computer and Communication Technology (RTCCT 2016), 10-11 May 2016. |
| 3 | Chirag N. Paunwala, Suprava Patnaik and Mita C. Paunwala, “ License plate extraction based on gradient analysis and mathematical morphology”, National Conference on Computer Vision, Pattern Recognition, Image Processing and Graphics (NCVPRIPG), LNMIIT, Jaipur, India, 2010 |
Expert Lectures Delivered
| 1 | Delivered a talk on “Best Practices for SPS Chapter” during Indian SPS Chapter’s Congress at DAIICT Gandhinagar organized by IEEE SPS Chapter, Gujarat Section and IEEE SPS, USA. |
| 2 | Delivered a talk on “ Multilevel Biometrics” at CGPIT, Uka Tarsadia University, Bardoli from 10-11 May 2018 in association with IEEE SPS Chapter, Gujarat Section. |
| 3 | Conducted 16 hours Lectures for the Scientists of Institute of Plasma Research (IPR, Gandhinagar) on “ Image Processing” in 2016 and 2017 |
| 4 | Delivered a Talk on “Cancellable Biometrics” for Symposium SAMVAAD-2016 from 22-24 December 2016 at Silver Oak College of Engineering & Technology, Ahmedabad in association with IEEE SPS Chapter, Gujarat Section. |
| 5 | Delivered a Talk on “License Plate Localization/Authentication System” for Symposium SAMVAAD-2016 from 22-24 December 2016 at Silver Oak College of Engineering & Technology, Ahmedabad in association with IEEE SPS Chapter, Gujarat Section. |
| 6 | Delivered a Talk on “RESEARCH OPPORTUNITIES IN BIOMETRICS AUTHENTICATION SYSTEM” for Short Term Training Programme (STTP) on “Digital Image & Signal Processing” during 19th – 24th November, 2016, GCET, VVNagar in association with IEEE SPS Chapter, Gujarat Section. |
| 7 | Conducted 16 hours Lectures for the Scientists of Institute of Plasma Research (IPR, Gandhinagar) on “ Image Processing” in 2016 and 2017 |
| 8 | Delivered a Talk on “Video Processing In Number Plate Detection” for Short Term Training Programme (STTP) on “ADVANCED IMAGE & VIDEO PROCESSING” during from 16th October to 20th October, 2015, GCET, VVNagar in association with IEEE SPS Chapter, Gujarat Section. |
| 9 | Delivered a talk on Image Enhancement, Image Segmentation and Digital Image Watermarking at National Workshop of “MATLAB and Its Applications” on 7th-12th January, 2012 organized by CSI, Udaipur Chapter. |
| 10 | Delivered a talk on License Plate Localization and DCT based robust watermarking scheme in workshop on Pattern Recognition and Applications organized by IEEE Gujarat section on 9th March, 2013 |
| 11 | Delivered a talk/Lab session on Visual Cryptography in workshop on Image Processing and Applications organized by IEEE Gujarat section on 29th March, 2014 |
Achievements / Awards
| 1 | Invited to write an article in Signal Processing Newsletter related to “Best Chapters’ Practices” for the issue of September 2019. · (https://signalprocessingsociety.org/newsletter/2019/09/signal-processing-society-chapters-best-practices-chirag-paunwala) |
| 2 | Identified as expert Speaker by IEEE Gujarat section to deliver talk during summer/winter school and workshops. |
| 3 | Presently guiding six Ph.D. Students out of them three are registered at GTU, Gandhinagar and Two at Uka Tarsadia University, Maliba Campus. Total 25 PG students guided till date. |
| 4 | Appreciated by Surat Peoples Co-operative Bank for achievement in M.E. |
| 5 | Appreciated by Sarvajanik Education Society for achievement in M.E (Topper among all 13 branches of PG at SGSITS, Indore) in year 2006 and for achievement in PhD in year 2013. |
| 6 | Awarded for dedicated leadership Award as a treasurer IEEE SPS, GS for year 2013 and 2014 by IEEE. |
| 7 | IEEE SPS Chapter, Gujarat section has received “2015 Best Chapter of the year” award and 1000 USD during ICASSP, 2015 in Shanghai. |
| 8 | IEEE SPS Chapter, Gujarat section has received “2016 Best Chapter of the year” award and 1000 USD during ICASSP, 2016 in USA. |
| 9 | Innovation entitled Real Time Object Detection and Tracking using OpenCV is selected for 8th India Innovation Initiative National Fair 2016 organized by Confederation of Indian Industry (CII) |
| 10 | ?Recipient of “2017 Meritorious Regional/Chapter Service Award”, IEEE SPS, USA |
| 11 | Received grant worth of Rs. 2.62 lakhs from AICTE for organizing the STTP on “Deep Learning and Pattern Recognition” |
| 12 | Invited Distinguished Professor (Prof. Alex, NTU, Singapore) and received grant of 2500 USD for the same. |
| 13 | ? Responsible to fetch a grant of 4000 USD under from IEEE SPS, USA in 2015 under the Membership driven Initiative. |
| 14 | ? Awarded a grant of amount Rs. 2.05 Lakhs from GUJCOST on the topic of “Securing Manifold Biometrics for Cyber Security Augmentation” for the year 2016 and 2017. |
| 15 | ? Invited Distinguished Professor (Prof. Tulay Adali, UMBC, USA) and received grant of 1650 USD for the same. |
| 16 | ? Invited Distinguished Professor (Prof. Yoram Bresler, University of Illionis) and received grant of 1250 USD for the same. |
| 17 | Fetched a grant of 2000 USD from IEEE SPS, USA in 2017 under the Membership driven Initiative for Summer School On Cyber Physical Systems. |
| 18 | Received grant from NVIDIA GPU from NVIDIA, USA worth of Rs. 1,25,000 for the project entitled “ Object Detection and Recognition”. |
| 19 | Invited Distinguished Professor (Prof. Vivek Goyal, Boston University) and received grant of approximately 2500 USD for the same from IEEE SPS, USA |
Administrative Duties
| 1 | · In charge of PG Project Committee, E&C Department till June 2014 |
| 2 | · Student member of Academic council of Shree G.S. Institute of Technology and Science (SGSITS, Indore) in year 2006. |
| 3 | · Appointed as an external exam superintendent of VNSGU examination in Dec 2007 and June 2008 for CKPCET centre |
| 4 | · Appointed as exam superintendent of VNSGU examination at SCET centre for examination December 2009 and December 2010 |
| 5 | · Appointed as GTU Exam Coordinator for Summer Examination 2012 for UG and PG |
| 6 | · Appointed as GTU Exam Coordinator for Summer Examination 2014 for UG and MCA |
| 7 | · Convener of Kshitij 2007 “ A National level techno festival” Organized by SCET |
| 8 | · Delivered “Multi craft Training in Fiber Optics Communication” to Reliance Employees |
| 9 | · Visiting Professor at VNSGU for M.Sc. (Instrumentation) since 2006-07 |
| 10 | · Chairman of Industrial Interaction committee till August 2015 |
| 11 | Dean R&D, SCET w.e.f May 2019 |
| 12 | · Co-chairman of Central library committee for academic year 2010-11 |
| 13 | · In charge of Communication laboratory of the EC department till July 2015 |
| 14 | · Department GTU coordinator for PG programme w.e.f. June 2012 |
| 15 | Convener of SCET Alumni Association w.e.f. June 2014. As a convener, instrumental to develop scetaa.org website which is preliminary helpful for placement of Alumnus |
| 16 | Mentor for NBA for Civil Engineering Department, SCET w.e.f. July 2017 Department coordinator for NBA from Sept. 2013- June 2017 |
| 17 | · NPTEL online courses representative member of EC department, SCET for AY 2017-18. |
| 18 | · PG Incharge of EC department, SCET from August 2015 to May 2019. |
| 19 | · Associate Dean R&D, SCET May 2018 to May 2019 |
Membership of Professional Bodies
| 1 | Appointed as Chapters Chair Coordinator by IEEE Signal Processing Society, USA for term January 1st , 2019 to December 31st, 2021 |
| 2 | Appointed as Chapter Chair Coordinator by IEEE GS w.e.f. January 2019 |
| 3 | Fellow membership of IETE and Life member of Indian Unit for Pattern Recognition and Artificial Intelligence Indian Unit for Pattern Recognition and Artificial Intelligence (LM-IUPRAI) |
| 4 | Senior Professional Membership of IEEE (USA) and Signal Processing Society (SPS) chapter |
| 5 | Appointed as Technical Activity Chair, IEEE, Gujarat Section from January 2017 to December 2018 |
| 6 | Appointed as Technical Activity Chair, IEEE, Signal Processing Society Chapter, Gujarat Section w.e.f January 2017 |
| 7 | Elevated as Senior Member IEEE w.e.f. February 2016. Less than 9% of total Members have achieved the same. |
| 8 | Served as chairman, IEEE, Signal Processing Society Chapter, Gujarat Section (January 2015 to December 2016) |
| 9 | Served as treasurer of IEEE Signal Processing Society chapter of Gujarat section for year (January 2013 to December 2014) |
Workshop / Seminar / STTP
| 1 | National Mission on Education through ICT Conducted by IIT Bombay at center SCET ISTE workshop on “ Aakash For Education” |
| 2 | ICFAI Business School Challenges and Opportunities in Academics |
| 3 | IIT, Mumbai Medical Image Computing: Machine-learning methods and Advanced-MRI applications. |
| 4 | College of Engineering, Pune Image Processing and Pattern Recognition Applications with Hands On |
| 5 | professional training at SVNIT, Surat Statistical Methods |
| 6 | IIT, Bombay Introduction to Optimization and Game theory |
| 7 | IIT Roorkie Image Processing Techniques with Multidisciplinary Applications |
| 8 | National Mission on Education through ICT Conducted by IIT Kharagpur at center SCET Signals & Systems |
| 9 | SVNIT, Surat Computing for Image Analysis |
| 10 | College of Engineering, Pune Virtual Labs |
| 11 | · Coordinated workshop sponsored by National Instruments and AI instruments on “Technology & Innovation Summit”, 26th September, 2014 for faculties and research scholars. |
| 12 | SCET ISTE workshop on Introduction to Research Methodologies, organized by IIT Bombay |
| 13 | SVNIT, Surat LabView Graphical Programming and Data Acquisition Basic Training |
| 14 | IIT, Bombay Advanced Techniques in Digital Image analysis for Remote Sensing |
| 15 | DAIICT, Gandhinagar Workshop on Emerging Research Topics in Engineering |
| 16 | SVNIT, Surat Advanced Engineering Optimization through intelligent Systems |
| 17 | SVNIT, Surat- Faculty Induction Program, Finishing School for Engineers,Open Inventor: 3D Visualization Toolkit, Wideband Wireless Digital Communication |
| 18 | SCET,Surat Digital Steganography- An art of hiding digital information in multimedia |
| 19 | ADIT, VVNagar National Seminar on Latest trends in Communication systems and technology |
| 20 | Government Polytechnic, Gandhnagar Microcontroller and its applications |
| 21 | · Member of Organizing Committee for One day National Seminar on “Electronics 2020 and Beyond”, 16th July 2016 |
| 22 | · Advisory Committee Member for 4th IEEE Conference on Information and Communication Technology organized by IIIT, Allahabad. |
| 23 | · International advisory committee member for IEEE International Conference on Signal Processing, Information, Communication and Systems 2019 |
| 24 | · Program Committee Member in European Alliance for Innovation (EAI) International Conference on Future Internet Technologies and Trends ( ICFITT) 2020 will be organized at NIT, Surat |
| 25 | · Program chair for IEEE SPS Chapter, Guarat Section supported National seminar on “ New Trends in Signal Processing (NeTSiP)-2019” organized on 8-9 February, 2019 |
| 26 | · Organized the IEEE International Conference on Emerging Trends in Engineering, Science and Technology (ICRISET 2018) in Changa as a program co-chair |
| 27 | · Program chair for “National seminar on Computer Vision and Image Processing (NaSCoVIP)” organized on 8-9 September, 2017 at Silver-Oak Institute of Engineering and Technology organized in association with SPS Chapter and IEEE GS. |
| 28 | · Program Committee Member in European Alliance for Innovation (EAI) International Conference on Future Internet Technologies and Trends ( ICFITT) 2017 organized at NIT, Surat |
| 29 | · Invited Session, Technical and Tutorial Chair in National level “SCET Multidisciplinary Conferences on Engineering and Technology, March – 2017 |
| 30 | · Program chair for National seminar on “ New Trends in Signal Processing (NeTSiP)-2016” organized on 20-21 October, 2016 at SCET and SVNIT, Surat |
| 31 | · Track (Signal and Image Processing) Chair for Indicon 2019 |
| 32 | · Member of Advisory Committee Two-day Workshop on “Digital Signal Processor Applications with TMS320C67xx” April 12 – 13, 2016 organized at GCET, Surat |
| 33 | · Coordinated workshop sponsored by IEEE Gujarat Section and Signal Processing Society chapter on “Recent Trends in Soft Computing and Image Processing Applications” 5th March, 2016 |
| 34 | · Program chair for National seminar on “ New Trends in Signal Processing (NeTSiP)-2015” organized on 3-4th October, 2015 at DAIICT Gandhinagar. |
| 35 | · Coordinator of Signal Processing Society chapter of IEEE Gujarat Section organized five days workshop on “Android and its applications using OpenCV” from 11th to 15th March, 2014 |
| 36 | · Coordinated workshop sponsored by IEEE Gujarat Section and Signal Processing Society chapter on “Image Processing and Applications” on 29th March 2014 |
| 37 | · Coordinated workshop sponsored by IEEE Gujarat Section on “Pattern Recognition”, 9th March 2013 for faculties and research Scholars |
| 38 | · Coordinated workshop sponsored by IEEE Gujarat Section on “Soft Computing”, 16th March 2013 for faculties and research Scholars |
| 39 | · Coordinated workshop sponsored by IEEE Gujarat Section on “Recent Trends & Updates in Image Processing”, 3rd October, 2009 for faculties and research scholars |
| 40 | · Coordinated workshop sponsored by IEEE Gujarat Section on Advanced Robotics: Autonomous Mobile Robots Using Neuro Fuzzy Techniques”, 11th October, 2009 for faculties and research scholars |