Dr. Richa Gupta

Education

• Ph.D. (JIIT, Noida),
• M.Tech. (IIT Kanpur),
• B.Tech. (KIET, Ghaziabad).

Experience

14 Years (2 Years at ATC Labs, Noida and 12 Years in academics as a faculty)

Biography

Richa Gupta has an experience of 14 Years. Richa Gupta received her Ph.D. Degree from JIIT, Noida, India in the year 2013 and M.Tech in Information Systems from IIT, Kanpur, India in 2005. She obtained her B.Tech degree in ECE from KIET, Ghaziabad, India in 2003, with a special acknowledgement for being the University topper of B.R. Ambedkar University, Agra. She is a distinction holder in her entire academic career. Since August 2007, she has been working as Assistant Professor in the Department of Electronics and Communications Engineering, JIIT Noida. Prior to this, she has worked with a USA based research company ‘ATC Labs, Noida’ for 2 years.

She has published several research papers in International Journals and presented many in International Conferences. She is a Fellow member of ‘The Institution of Electronics and Telecommunication Engineers (IETE)’, a Life member of ‘The Institution of Engineers, India (IEI)’ and a Life member of ‘Indian Society for Technical Education’. She has been associated with research and development in the field of Multimedia Communications, Denoising in Image Processing, Document Image Processing, Variable Length Error Correcting Codes.

Interest Area(s)

• Multimedia Communications
• Machine Learning and Deep Learning
• Document Image Processing
• Variable Length Error Correcting Codes
• Reversible Variable Length Codes

Research Guidance

Ph.D. (awarded): One

Ph.D. (ongoing): Three

Publications

International Journals

• M. Jha, R. Gupta and R. Saxena, “A Novel method to detect COVID-19 associated Pulmonary Fibrosis through Extreme Gradient Boosting,” SN Computer Science, vol. 4, no. 89, pp. 1-12, 2022. https://doi.org/10.1007/s42979-022-01526-x
• M. Jha, R. Gupta and R. Saxena, “A framework for in-vivo human brain tumor detection using image augmentation and hybrid features,” Health Information Science and Systems, vol. 10, no. 23, pp. 1-12, 2022. https://doi.org/10.1007/s13755-022-00193-9
• M. Jha, R. Gupta and R. Saxena, “Fast and precise prediction of non-coding RNAs (ncRNAs) using sequence alignment and k-mer counting,” International Journal of Information Technology, vol. 14, no. 6, pp. 1-9, 2022. https://doi.org/10.1007/s41870-022-01064-y
• M. Bisht and R. Gupta, “Fine-Tuned Pre-Trained Model for Script Recognition,” International Journal of Mathematical, Engineering and Management Sciences, vol. 6, no. 5, pp. 1297-1314, 2021.
• M. Bisht and R. Gupta, “Multiclass recognition of offline handwritten Devanagari characters using CNN,” Int. J. Math. Eng. Manage. Sci., vol. 5, pp. 1429–1439, Dec. 2020.
• M. Bisht and R. Gupta, “Offline handwritten Devanagari modified character recognition using convolutional neural network,” Sādhanā, Springer, vol. 46, no. 1, pp. 1–4, Feb. 2021.
• Jain A., and Gupta R., “Development and Verification of Novel Black and White Area Preserving Salt and Pepper Noise Removal Image Processing Design” in Journal of Engineering and Applied Sciences, Volume 14, Issue 6, 2019.
• Gupta R., Sharma B.D. and Jain V., “‘A Novel and Fast Way to Decode VLEC” in International Journal of Recent Technology and Engineering, Volume-7 Issue-6, March 2019, pp: 107-113.
• Gupta R. and Goel R., “‘A Necessary and Sufficient Condition for the Existence of Asymmetrical Reversible VLCs” in International Journal of Innovative Technology and Exploring Engineering, Volume-8 Issue-4, February 2019, pp: 314-317.
• Jain A., and GuptaR., “Unified and Modular Modeling and Functional Verification Framework of Real-Time Image Signal Processors,” VLSI Design, vol. 2016, pp. 1-14.
• Jain A., and Gupta R., “Expanding the UVM Register Model towards Automation and Simplicity of Use,” International Journal of Advanced Research in Computer Science, Volume 8, No. 3, March – April 2017, pp. 471-480.
• Goel R. and Gupta R.,"Redesigning of the construction of symmetric RVLCs based on graph model", International Journal of Information and Computation Technology, Vol. 4, No. 11, 2014, pp 1063-1068.
• Gupta R. and Sharma BD, “An Improved Bound on Average Codeword Length of Variable Length Error Correcting Codes”, refereed Conference Volume entitled “Some Topics on Current Issues in Mathematical and Statistical Methods” by World Scientific Publishing Co. Ltd, Singapore, Dec 2012.
• Gupta R. and Sharma BD, “Generation of Variable Length Error Correcting Codes using Constant Length Error Correcting Codes”, International Journal of Emerging Trends in Engineering and Development, ISSN NO: 2249-6149, Issue 2, Vol. 1, January-2012, pp 269 – 279.
• Gupta R. and Sharma BD, “Reversible Variable Length Codes in Video Coding Standards”, International Journal of Emerging Trends in Engineering and Development, ISSN NO: 2249-6149, Issue 2, Vol. 3, April-2012, pp 33 – 43.
• Gupta R. and Venkatesh KS, "Set Theory and the Composition of Processor", Journal of Combinatorics, Information & System Sciences Vol. 35, No.3-4, July-Dec 2010, pp 415-428.
• Gupta R and Venkatesh KS, "Preservance Topology and Compex Set Theory", Journal of Combinatorics, Information & System Sciences Vol. 35, No.3-4, July-Dec 2010, pp 403-413.
• Kar I., Tayal R. and Behera L.,"Quantum Memory and Pattern Retrieval", International Journal of Lateral Computing (WCLC), Vol. 1, No. 2, 2005.

International Conferences

• M. Jha, R. Gupta and R. Saxena, "Cervical Cancer Risk Prediction Using XGboost Classifier," 2021 7th International Conference on Signal Processing and Communication (ICSC), 2021, pp. 133-136, doi: 10.1109/ICSC53193.2021.9673474
• R. Gupta and V. Gupta, "Performance Analysis of Different GAN Models: DC-GAN and LS-GAN," 2021 7th International Conference on Signal Processing and Communication (ICSC), 2021, pp. 222-227, doi: 10.1109/ICSC53193.2021.9673478.
• M. Bisht and R. Gupta, "Conditional Generative Adversarial Network for Devanagari Handwritten Character Generation," 2021 7th International Conference on Signal Processing and Communication (ICSC), 2021, pp. 142-145, doi: 10.1109/ICSC53193.2021.9673390
• M Jha, R Gupta and R Saxena, “Potential Point of Care Biosensors for the detection of COVID-19”, International Conference on Advances in Biosciences and Biotechnology (ICABB), Jan 2021, pp 39-42.
• N. Yashmin, R. Gupta, “Blockchains: A comparative study” in International online conference Emerging trends in Multi-Disciplinary Research ËTMDR-2020”, held during 23-25 July 2020 at Poornima University Jaipur.
• M. Bisht and R. Gupta, “Transfer Learning for Script Recognition,” presented at 4th International Conference on Mathematical Techniques in Engineering Applications, India, Dec. 2020.
• M. Bisht and R. Gupta, “Recognition Analysis of Devanagari Handwritten Words using Beam Search,” presented at 4th International Conference on Mathematical Techniques in Engineering Applications, India, Dec. 2020.
• M. Jha, R. Gupta and R. Saxena, "A Review on Non-Invasive Biosensors for Early Detection of Lung Cancer," 2020 6th International Conference on Signal Processing and Communication (ICSC), Noida, India, 2020, pp. 162-166, doi: 10.1109/ICSC48311.2020.9182775.
• J. Majumdar and R. Gupta, “A Comparative Analysis of OCR Tools”, International Conference on Smart and Intelligent Learning for Information Optimization (CONSILIO 2019), 8-9 June, 2019, MGM College of Engineering and Technology, Noida.
• Jain A., and GuptaR., “Empirical Study of Identifying Gaps between Users Expectation and Experience in the Verification Methodologies of Semiconductor Industry,” 2016 International Conference on Signal Processing and Communication (ICSC), Jaypee Institute of Information Technology, Noida, 26 – 28 Dec. 2016.
• Bharti S. and Gupta R., “Construction algorithms for RVLCs: A Survey”, in proceedings of 2015 International Conference on Signal Processing and Communication (ICSC), 16-18 March 2015, Noida, pp 456-461.
• Jain A. and Gupta R. "A survey on defect and noise detection and correction algorithms in image sensors" in proceedings of International Conference on Advances in Computer Engineering and Applications (ICACEA) 2015, 19-20 March, Ghaziabad, pp 754-759.
• Jain A. and Gupta R. "Gaussian filter threshold modulation for filtering flat and texture area of an image" in proceedings of International Conference on Advances in Computer Engineering and Applications (ICACEA) 2015, 19-20 March, Ghaziabad, pp 760-763.
• Jain A. and Gupta R., “Scaling the UVM_REG Model towards Automation and Simplicity of Use”, in proceedings of 28th IEEE International Conference on VLSI Design (VLSID), 3-7 January 2015, Bangalore, pp 164 – 169.
• Goel R. and Gupta R., “Necessary and Sufficient Condition for the Existence of Symmetrical Reversible Variable Length Codes, based on Kraft's Inequality”, in proceedings of IEEE International Conference on Recent Advances and Innovations in Engineering (ICRAIE 2014), 9-11 May 2014, Jaipur, pp 27-30.
• Gautam A. and Gupta R., “Enhancement of steganography scheme based on QC-LDPC codes”, in proceedings of 2015 International Conference on Signal Processing and Communication (ICSC), 16-18 March 2015, Noida, pp 10-13.
• Bharti S. andGupta R., “Construction algorithms for RVLCs: A Survey”, in proceedings of 2015 International Conference on Signal Processing and Communication (ICSC), 16-18 March 2015, Noida, pp 456-461.
• Gupta R. and Sharma BD, “A Comparative analysis of the Variable Length Error Correcting Code Generating Algorithms” Proceedings of Twenty First International Conference of Forum for Interdisciplinary Mathematics on Interdisciplinary Mathematics, Statistics and Computational Techniques, IMSCT 2012- FIM XXI, Chandigarh, Dec 15-17, 2012.
• Gupta R. and Sharma BD, “Parametric Effect of Embedded Zerotree of Wavelets on Image Compression with Reversible Variable Length Code as an Entropy Encoder” Proceedings of Twenty First International Conference of Forum for Interdisciplinary Mathematics on Interdisciplinary Mathematics, Statistics and Computational Techniques, IMSCT 2012- FIM XXI, Chandigarh, Dec 15-17, 2012.
• Gupta R. and Sharma BD, “Improved Combinatorial Bound on Variable Length Error Correcting Codes”, Proceedings of the International Conference Statistics 2011, Montreal, Canada-IMST 2011-FIM XX, July 2011, pp 109-121.
• Gupta R and Venkatesh KS, “Set Theory and The Composition of Processors”, Proceedings of Eighteenth International Conference of Forum for interdisciplinary Mathematics on Interdisciplinary Mathematics, Statistics and Techniques, IMST 2009 - FIM XVIII, JUIT, Waknaghat.
• Gupta R. and Venkatesh KS, IIT Kanpur “Preservance Topology and Complex Set Theory”, Proceedings of Eighteenth International Conference of Forum for interdisciplinary Mathematics on Interdisciplinary Mathematics, Statistics and Techniques, IMST 2009 - FIM XVIII, JUIT, Waknaghat.
• Kar I, Tayal R. and Behera L, “Quantum Memory and Pattern Retrieval” Proceedings of International Conference on Quantum Computing, IISC Bangalore, 17-19 Dec 2004.

NATIONAL CONFERENCES

• Chanana A. and Gupta R., “Comparison of KNN and SVM algorithms for Devnagri Character classification and Feature Extraction using HOG and PCA Algorithms” in National Conference on Technological Innovations in Management, Engineering and Science 2019, 26-27 April 2019, SRM University, Sonipat, Haryana, India.

BOOK

• “Introduction to Digital Systems” with Satyam Books Pvt. Ltd. (Complete reference: R. Gupta and B. Gupta, “Introduction to Digital Systems”, Satyam Books Pvt. Ltd., First Edition 2018. ISBN-13: 9789383043231, ISBN-10: 9383043237).

Book Chapter

• M. Jha, R. Gupta and R. Saxena, “Potential point-of-care Biosensors for the detection of COVID-19,” in Recent Trends in Biosciences and Biotechnology, Ed. Vidya Kutir Foundation, ch. 3, pp. 27-42. doi: https://doi.org/10.48002/BOOK.2021.RTBAB

WORKSHOP organized

Organized a Two Days National Workshop on “Signal Processing and its Applications’ during 20-21 July, 2019 at JIIT, Noida.

PROFESSIONAL ACHIEVEMENTS

• Track co-chair of Signal Processing Track, ICSC-2022.
• Faculty in-charge of technical hub, CICE.
• Invited Session Chair, National Conference "Emerging Trends in Electronics & Communication- 2019 (ETEC-2019)" at AKGEC, Ghaziabad.
• Invited Session Chair, IEEE International Symposium on Signal Processing and Information Technology 2014, JIIT, India (ISSPIT 2014).
• Proceeding-in-charge of International Conference of Signal Processing and Communication 2015 (ICSC 2015).
• Finance head of ICSC-2016.
• Web-site committee in-charge of ICSC- 2019.
• TPC Member, ICSC-2015 to ICSC 2020.
• Reviewer, International Conference on Signal Processing and Communication (ICSC 2019), JIIT, Noida.
• Reviewer, International Conference on Signal Processing and Communication (ICSC 2018), JIIT, Noida.
• Reviewer, International Conference on Signal Processing and Communication (ICSC 2016), JIIT, Noida.
• Reviewer, International Conference on Signal Processing and Communication (ICSC 2015), JIIT, Noida.
• Reviewer, 12th International Conference on Contemporary Computing, IC3 2019.

AWARDS & ACHIEVEMENTS

Membership Award

• Elevated to the grade of IEEE Senior member from April 2021.