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Associate Professor
abhinav.gupta@jiit.ac.in

Education

Ph.D., M. Tech., B. Tech.

Biography

Abhinav Gupta received his B.Tech. (Electrical Engg.) from I.E.T., M.J.P. Rohilkhand University, Bareilly, India and M.Tech. (Signal Processing) from I.I.T. Guwahati, India. He received his Ph.D. degree from School of Computer and Systems Sciences, Jawaharlal Nehru University, New Delhi in 2013. He was a senior chief engineer at Samsung Research and Development Institute, Delhi, India. Currently, he is an Associate Professor in the Department of Electronics and Communication Engineering, JIIT, Noida, India.

Interest Area(s)

  • Deep Learning,
  • Machine Learning,
  • Signal and Image Processing,
  • Statistical Signal Processing,
  • Big Multimedia.

Expereince:

15 years (Teaching + Research)

Publications

Patents:

  • Shubhrangam Malaviya, Brejesh Lall, Santanu Chaudhury, Rohit, Abhinav Gupta "Method and Apparatus For Converting Content Using Cloud” filed by Samsung Electronics Co., Ltd. with patent publication numbers US2016/0164961 A1 (U.S. patent) and 1020160070001 (KR. patent)on Dec. 9, 2015, (Publication date: June 17, 2016).
  • Abhinav Gupta, Shubhrangam Malaviya, Rohit, Santanu Chaudhury, Brejesh Lall “Method and System For Advanced Enhancement or Modification of Content Using Cloud” filed by Samsung Electronics Co., Ltd. with patent number 3607/DEL/2014 (IND. patent) on Dec. 9,2014,. (Publication date: June 17, 2016).

Ph.D. Thesis: Statistical Modeling of Backscatter Envelope in Ultrasound Imaging

Supervisor: Prof. Karmeshu, School of Computer and Systems Sciences, Jawaharlal Nehru University (J.N.U.), New Delhi.

International Journals:

  • Singh N., Gupta A., Jain R.C., “Statistical Characterization of Block Variance and AC DCT Coefficients for Power Law Enhanced Images” IET Image Processing, DOI:  10.1049/iet-ipr.2018.5596 , pp. 1-11, August 2018.
  • Gupta A., and Singhal D., “Analytical Median Filtering Forensics Based on Moment Histograms” ACM Transactions on Multimedia Computing, Communications, and Applications, 14(2): 44:1-44:23, May 2018.
  • Singh N., Gupta A., Jain R.C., “Adaptive Histogram Equalization based Image Forensics using Statistics of DC DCT Coefficients” Advances in Electrical and Electronic Engineering, Vol. 16(1), pp. 12-134,  March 2018.
  • Singh N., Gupta A., Jain R.C., “Global Contrast Enhancement Based Image Forensics Using Statistical Features” Advances in Electrical and Electronic Engineering, Vol.15 (3), pp. 509-516, Sept. 2017.
  • Gupta A., Karmeshu, “Efficacy of Pearson Distributions for Characterization of Gray Levels in Clinical Ultrasound Kidney Images”, Signal, Image and Video Processing (Springer), Vol. 9(6), pp. 1317-1334, Sept. 2015.
  • Gupta A., Karmeshu,” Study of compound generalized Nakagami–generalized inverse Gaussian distribution and related densities: application to ultrasound imaging” Computational Statistics (Springer), Vol. 39(1), pp. 81-96, Aug. 2014.
  • Gupta A., Karmeshu, ”Statistical Characterisation of Speckle in Clinical Echocardiographic Images with Pearson Family of Distributions”, Defence Science Journal, Vol. 61( 5), pp. 473-478, September 2011. (Invited Paper).
  • Gupta, A. , Gosain B., and Kaushal S., ” A Comparison Of Two Algorithms For Automated Stone Detection in Clinical B-Mode Ultrasound Images Of The Abdomen “, Journal Of Clinical Monitoring And Computing, Springer, vol.25(5), pp.341-362, Aug 2010.
  • Garg, P., Gupta, A., Srivastava, M., C., Agarwal, N., and Gupta A., “Edge-directed error diffused digital halftoning: A steerable filter approach” International Journal of Signal Processing, Image Processing and Pattern Recognition, vol. 2(3), pp. 43-56, Sept. 2009.
  • Gupta, A.,Khandelwal, V., Srivastava, M.,C., and Gupta, A., "Image processing methods for the restoration of digitized paintings" Thamasat Int. Journal of Science & Technology, vol. 13(3), pp. 66-72, July 2008.
  • Piplani, A., Gupta, A., and Mahani, S., “A low cost, online, computer controlled robot architecture using a CCTV network as sensors” International Journal of Online Engineering, vol. 3 (4), pp. 34-38, Nov. 2007

Book Chapters:

  • Tripathi A., Gupta  A., ChaudhuryS., and LallB., ” Image Annotation using Latent Components and Transmedia Association”  in Pattern Recognition and Machine Intelligence, vol. 10597, Springer Berlin Heidelberg, 2017, pp. 493-500.
  • Prasoon A., Chaubey H, Gupta A, Garg R., Chaudhury S.,” A Novel Approach for Image Super Resolution Using Kernel Methods” ”  in Pattern Recognition and Machine Intelligence, vol. 9124, Springer Berlin Heidelberg, 2015, pp. 126-135.

Conference Proceedings:

  • Singh N., and Gupta A.,” Analysis of Contrast Enhancement Forensics in Compressed and Uncompressed Images”, 2016 IEEE International Conference onSignal processing and Communication (ISCS 2016), Noida,  pp. 303-307, December 2016.
  • Thakral A., Rakesh N., Gupta A., “Space in space”: Cyber security capabilities in Indian context, 2016 Online International Conference onGreen Engineering and Technologies (IC-GET), Coimbatore, pp. 1-6, Nov. 2016.
  • Thakral A., Rakesh N., Gupta A., “Area Prone to Cyber Attacks” CSI Communications, pp. 39-42, India, June 2015.
  • Datta P., Gupta A., Agrawal R.,” Statistical modeling of B-Mode clinical kidney images” IEEE International Conference on Medical Imaging, m-Health and Emerging Communication Systems,MedCom 2014,India, pp. 222-229, Nov. 2014.
  • Gupta A., Khandelwal V., Agarwal N. and Gupta A., “Five neighbor stochastic error diffusion for digital halftoning” II IEEE International Conference on Computer Science and Information Technology, ICCSIT 2009, China, pp. 87-91, Aug. 2009.
  • Khandelwal V., Gupta A., Kashyap M., Gandhi H. and Dhawan A., “Natural image matting using HSI framework” II IEEE International Conference on Computer Science and Information Technology, ICCSIT 2009,China, pp. 141-144, Aug. 2009.
  • Gupta A., Mangal S., Nagori P., Jain A. and Khandelwal V., “Video matting by automatic scribbling using quadra directional filling of segmented frames” II IEEE International Conference on Computer Science and Information Technology, ICCSIT 2009,China, pp. 336-340, Aug. 2009.
  • Agnihotri S., Loomba H., Gupta A., and Khandelwal V., “Automated segmentation of gallstones in ultrasound images” II IEEE International Conference on Computer Science and Information Technology (ICCSIT 2009), China, pp. 56-59, Aug. 2009.
  • Jain A., Agarwal M., Gupta A., and Khandelwal V., “A Novel Approach to Video Matting using Automated Scribbling by Motion Analysis,” IEEE Conference on Virtual Environments, Human-Computer Interfaces and Measurement Systems (VECIMS 2008), Istanbul, Turkey, pp. 25-30 14-16 July, 2008 .
  • Gupta A., Srivastava M.C., Pandey S.D, Bhandari, V, “Modified runlength coding for improved JPEG performance,” IEEE ICICT, BUET (Dhaka), pp. 263-267, 2007.
  • Gupta, A., Khandelwal, V., Srivastava, M.,C., and Gupta, A., “A novel approach to fetal ECG extraction and enhancement using blind source separation (BSS-ICA) and adaptive fetal ECG ehancer (AFE),” Sixth IEEE International Conference on Information, Communications and Signal Processing, NTU Singapore, pp. 1-4, Dec. 2007 .
  • Gupta, A., and M. C. Srivastava, “Normalized LMS based multichannel fetal ecg extraction and enhancement: a novel approach”, International Conference on Intelligent Systems and Controls, Coimbatore, pp. 263-267. Aug.2006.
  • Gupta, A., Dandapat, S., and Mahanta, C., “Four channel adaptive fetal ecg extraction and enhancement,” II International Conference on Medical Diagnostic Techniques and Procedures, IIT Chennai, pp. 60-64, April 2004

Invited Talks/Expert Lectures Delivered:

  • Invited lectures on “Role of Statistical Features and Machine Learning in Digital Image Forensics” on 10th and 11th July 2018, in Faculty development Programme on “A Practical Approach to Signals & Systems” organized by Department of Electronics and Communication Engineering,Krishna Engineering College, Ghaziabad (U.P.) and sponsored by Dr. A.P. J. Abdul Kalam Technical University, Lucknow (under TEQIP, phase III) held from 9-13 July, 2018.
  • Invited lecture on “Digital Image Forensics: An Introduction”  on 9 July 2018, in Faculty development Programme on “Recent Trends in Electronic Circuits and Systems” organized by Department of Electronics and Communication Engineering,I.T.S Engineering College, Greater Noida and sponsored by Dr. A.P. J. Abdul Kalam Technical University, Lucknow (under TEQIP, phase III)  held from 9-14 July,  2018.
  • Invited lectures on “Machine learning for Digital Image Forensics”  on 18th and 20th June 2018, in Faculty development Programme on “Advances in Signal And Image Processing” organized by Department of Electronics and Communication Engineering, Inderprastha Engineering College, Ghaziabad (U.P.) and sponsored by Dr. A.P. J. Abdul Kalam Technical University, Lucknow (under TEQIP, phase III)  held from 18-23 June 2018.
  • Invited lecture on “ICT-Latex-Part1 & 2” on 17th April 2018 (full day) in “4 weeks (April 9- May 5, 2018) Induction Training programme for Faculty in Universities/Colleges/Institutes of Higher Education” organized by Teaching Learning Centre, Ramanujan College, University of Delhi.
  • Invited lecture on  “Statistical Characterization of Medical  Images” on 22nd   September 2017 in two days national seminar (September  22-23, 2017) on   Medical Image Analysis & Signal Processing at Department of Electronics & Communication Engineering, GL Bajaj Institute of Technology and management, Greater Noida (U.P.) .
  • Invited lecture on “A Machine Learning Perspective for Statistical Characterization of Images” on 12th August 2017 in national seminar on RecentTrends in Electronics and Communication Engineering at Inderprastha Engineering College, Ghaziabad (U.P.).
  • Invited lecture on “Statistical Characterization of Images and Pearson Distributions Framework: A Machine Learning Approach” on 9th October 2016 in one week workshop (October 05 to 09, 2016) on Big Data and Soft Computing: Techniques & Application at Department of Computer Engineering, Aligarh Muslim University, Aligarh (U.P.).
  • Invited lecture on “Big Multimedia” on 26 August 2014 at Amity University, Noida.
  • Invited lectures on “LaTeX and MATLAB” for research aspirants faculties and M.Tech. students on 11 and 12 July 2013 in two days workshop organized by Department of Computer Science and Engineering, Krishna Institute of Engineering & Technology, Ghaziabad (India).
  • Invited lecture on “Modeling and simulation in Computational Biology” on 20th April 2013 in School of Computational and Integrative Sciences (Centre for Computational Biology and Bioinformatics) at Jawaharlal Nehru University, New Delhi (India).
  • Invited lecture on “Solution of Coupled differential equations: A MATLAB based approach” on 12th March and 19th March 2011 in mathematics department of Kamala Nehru College (New Delhi) (India).

Workshops/FDP organized:

  • 2018 Organizer, FDP on "Modern RF and Optical Wireless Communication Systems", July 9-14, 2018, Jaypee Institute of Information Technology, Noida.
  • 2017 Organizer, Workshop on “Machine Learning for Signal Processing”, December 18-22, 2017, Jaypee Institute of Information Technology, Noida.

Workshops/Summer/Winter Schools attended:

  • Participated in one week (13 July 2015 - 18 July 2015) Faculty development program on Functional Analysis and its Applications organized by Jaypee Institute of Information Technology, Noida (India).
  • Participated in two days workshop (29-30 October 2010) on Data Analytics and Operations Research Workshop by IBM Research in collaboration with Indian Institute of Technology, Delhi, (India).
  • Participated in five days workshop (5- 9 July 2010) on Image Processing organized by Indo-US collaboration for Engineering Education (IUCEE) held at Madanapalle Institute of Technology and Science, Madanapalle (A.P.) (India).
  • Participated in Seven days (24-31 December 2007) workshop on Computational Neuroscience (CNS 2007), organized by Dept. of CSE, University of Delhi, sponsored By NBRC and IBRO (India).
  • Attended one day (23 August 2007) workshop on Model Based Design for Embedded Signal Processing Systems organized by Math Works and Cranes Software at New Delhi (India).
  • Participated and achieved first position in two weeks summer course (July 2-14, 2001) on “Foundation of Information technology” organized by Utter Pradesh Technical University Lucknow (India).
  • Participated in four days (November 20-23, 2000) training workshop on "Access to Social Science Information in Digital Environment" held at Indian Institute Of Management Lucknow (IIML) under the IDPAD-EOLDD exchange program sponsored by Indian Council of Social Science Research (ICSSR), New Delhi & Netherlands Foundation for the Advancement of Tropical research.

Professional Achievements:

  • Development manager/Technical Architect (2014-2015) at Samsung Research & development Institute-Delhi (SRI-Delhi) for advanced research project “Video Super Resolution”.
  • Development manager/Technical Architect (2014-2015) at Samsung Research & development Institute-Delhi (SRI-Delhi) for advanced research project “Multimedia on Reconfigurable Arrays”.
  • Development manager/Technical Architect (2013-2014) at Samsung Research & development Institute-Delhi (SRI-Delhi) for advanced research project “Image Super Resolution”.
  • Mentor & reviewer of Samsung Best Paper Award (SBPA) 2014 for multimedia and connectivity group) at Samsung Research & development Institute-Delhi (SRI-Delhi).
  • Reviewer of Samsung idea contest 2014 &2015.
  • Member (2014) of software rationalization team at Samsung Research & development Institute-Delhi (SRI-Delhi).
  • Team lead (2015) of software rationalization for android digital TV project at Samsung Research & development Institute-Delhi (SRI-Delhi).
  • Interview panel member (2014-2015) for advanced software group at Samsung Research & development Institute-Delhi (SRI-Delhi).
  • Mentor for new entrants of advanced software group at Samsung Research & development Institute-Delhi (SRI-Delhi).
  • Editor, “2016 International Conference on Signal Processing and Communication (ICSC)” IEEE Conference Proceedings, ISBN: 978-1-5090-2683-8.
  • Invited Session Chair, International Conference on Signal Processing and Communication 2015, India (ICSC 2015) in session S2.3 Image Processing (March 17, 2015).
  • Invited Session Chair, IEEE International Symposium on Signal Processing and Information Technology 2014, India (ISSPIT 2014) in session 8A: Signal Processing (December 16, 2014).
  • Supervised six M.Tech thesis in the area of signal processing and machine learning.
  • Reviewer, 9th International Conference on Contemporary Computing IC3 2016.
  • Reviewer, International Conference on Signal Processing & Communication 2018.
  • Reviewer, International Conference on Signal Processing & Communication 2016.
  • Reviewer, International Conference on Signal Processing & Communication 2015.
  • Reviewer, International Journal of Speech Technology (IJST), Springer.
  • TPC Member, “2016 International Conference on Signal Processing and Communication (ICSC)” technically co-sponsored by IEEE, December 26-28, 2016.
  • The paper titled ”Statistical Characterization of Backscatter Envelope in B-Mode Clinical Ultrasound Images: A Pearson Family of Distributions Approach” by Abhinav Gupta and Karmeshu was selected one among best three papers in Data Analytics and Operations Research Workshop during 29-30 October 2010 organized by IBM Research in collaboration with Indian Institute of Technology Delhi (India).
  • Achieved first position in two weeks summer course on “Foundation of Information technology” during July 2-14, 2001 organized by Utter Pradesh Technical University, Lucknow (India).