Faculty Profile



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Dr.G.Karuna

Professor


      About myself

Dr. G.Karuna, Professor in Computer Science and Engineering, completed her Ph.D from JNTUH, Hyderabad and she has over fifteen years of academic and research experience. Currently she is working as a professor in CSE Department. Her Ph.D. thesis was titled as “An Effective Representation of Shape for Object Recognition and Classification based on Statistical and Structural Features” in the area of Image Processing. She has published 48 papers in referred International Journals and Conferences, published 2 patents (IPR India), published & granted one innovation patent (IP Australia) and written two books for SCDE, JNTUH, and Hyderabad.
Dr. G.Karuna Research Interests are Image Processing, Computer Networks, Cryptography and Network Security, Big Data Analytics, Machine Learning. She is a life member of CSI and ISTE. She is certified in Oracle Certified Java Standard Edition 6 Programmer (OCJP) and Oracle Certified Web Component Developer (OCWCD). She actively participated in ICT moodle activities for many courses taught at GRIET. She also received certifications in five courses from National Programme on Technology Enhanced Learning (NPTEL). She has played major role to bridge gap between academy & industry by organizing various FDP/ workshops on current trending technologies such as “Big Data Analytics”, “Data Science”, “Machine Learning Applications with PySpark” and “R-Workshop”.

☎ Contact Details
Dr. G.Karuna
Professor in CSE
Gokaraju Rangaraju Institute of Engineering and Technology
Hyderabad, Telangana, India
Email: karuna.g@griet.ac.in, karunavenkatg@gmail.com
Mobile: 91-9849420327


      Curriculam Vitae

Educational Details


Ph.D (Computer Science and Engineering), Jawaharlal Nehru Technological University Hyderabad, Telangana. Supervisor: Dr.P.Chandrasekhar Reddy, JNTUH, Hyderabad. (2011-2016)
MTech. (Computer Science and Engineering), Jawaharlal Nehru Technological University College of Engineering, Hyderabad. (2008-2010)

Professional Background


Presently working as a Professor in CSE Department, Gokaraju Rangaraju Institute of Engineering and Technology (Autonomous) Bachupally, Hyderabad, from September 2016.
Worked as an Associate Professor in CSE Department, Gokaraju Rangaraju Institute of Engineering and Technology (Autonomous) Bachupally, Hyderabad, from June 2015 to August 2016.
Worked as an Assistant Professor in CSE Department, Gokaraju Rangaraju Institute of Engineering and Technology, Bachupally, Hyderabad, from May 2012 to June 2015.
Worked as Assistant Professor in the department of Information Technology, JBIET, Hyderabad, September 2011 to April 2012.
Worked as Assistant Professor in the Department of MCA, MRITS, Hyderabad, June 2006 to September 2011

Administrative Experience


Additional Controller of Examinations for PG Exams, GRIET from Dec 2015 to Dec 2018
Head, Department of MCA, MRITS, Hyderabad, from June 2008 to August 2012.
Examinations Incharge for both UG & PG courses at MRITS, Hyderabad, from June 2008 to August 2012

Committee Work


Convener for one week FDP on “Big Data Analytics and Machine Learning Applications with PySpark” at GRIET, 2nd to 6th Dec 2019.
Coordinator for one day One day FDP on “Data Science” held at GRIET in association with Global Education and Career Forum, 19th Nov 2019.
Coordinator for one day Workshop on “R-Programming” (B.Tech. CSE students) At Remote Center GRIET in association with IIT Bombay, 9th Nov 2019.
Coordinator for Value Added Course “Programming in Python and Machine Learning” (B.Tech. CSE students) at GRIET, 1st July to 29th August 2019.
Coordinator for “Big Data Analytics” training course, at GRIET, 18th to 22nd Feb 2019
Coordinator for “Data Science” training course, at GRIET, 23rd July 2018 to 15th November 2018.
Organizing Member (International Conference, ICWSNUCA-2018), 24th to 25th Aug 2018, GRIET, Hyderabad.
Coordinator for workshop on “Introduction to Machine Learning”, GRIET in association with IIT Kharaghpur, 2017-18.
Co-coordinator for FDP on “Data Science and Big Data Analytics”, GRIET in association with NIT, Warangal, 2016-17.
Coordinator for “Technacy”, CSE Technical club, GRIET, 2014-2016
Coordinator for College Annual Day Celebrations, GRIET, 2015-16.
Member for NBA(PG) Committee, GRIET, 2016-2018.
Coordinator for College Annual Day Celebrations, MRITS, 2009-2011.
II B Tech CSE overall Coordinator, GRIET
PRC member and Coordinator for M.Tech, 2016-2018 Batch, GRIET.
Mentor for III B.Tech students, GRIET.

Courses Taught


Data Warehousing and Data Mining
Advanced UNIX Programming
Unix and Shell Programming
Scripting Languages
Advanced Computer Networks
Computer Networks
Cryptography and network security
Linux programming
C & Data Structures
Object Oriented Programming through C++
Software Engineering
Human Computer Interaction
Oracle Certification Programs (New Program introduced at GRIET)

Publications


Patents

A patent entitled with “DIP-Intelligent Neural Networks: Digital Image Processing Using Intelligent Neural Networks System” published and granted on 14/4/2021, Patent number: 2021101072, IP Australia.
A patent entitled with “ICDN- Object Detection System: Intelligent Object Detection system With Image Classification and Deep Neural Networks” published on 13/11/2020, Application No: 202041047669, Journal No. 46/2020, IPR India.
A patent entitled with “Identification of missing person/criminal/if any based on Internet of things (IOT) and Deep Learning Techniques” published on 09/10/2020, Application No: 202041042967, Journal No. 41/2020, IPR India.
International Journals:

Published a paper on “An Optimization Based deep LSTM Predictive Analysis for Decision Making in Cricket”, Innovative Data Communication Technologies and application, pp: 93-97, pp 721-737, 2021, https://doi.org/10.1007/978-981-15-9651-3_59, ISBN 978-981-15-9650-6, ISSN: 2249-6661.
Published a paper on “Parasite Malaria Detection Using Smartphone Based Deep Learning Techniques”, Kala Sarovar, pp: 93-97, Vol-23 No.02(II), July-September 2020, UGC Care Group-I, ISSN:0975-4520.
Published a paper on “A Survey on Adversarial Deep Learning Models with Multiple Adversaries”, Sambodhi, pp: 184-187, Vol-43, No.-03 (III) November-December (2020), UGC CARE Group-1, ISSN: 2249-6661.
Published a paper on “A robust blind oblivious video watermarking scheme using undecimated discrete wavelet transform”, Advances in Intelligent Systems and Computing, Springer series, pp.169-177, https://doi.org/10.1007/978-981-15-5400-1_17, Scopus index, Aug 2020.
Published a paper on “An Encrypted key Exchange Protocol to Secure Communication among Fog Nodes and the Cloud”, International Journal of Innovative Technology and Exploring Engineering, Volume-8 Issue-12, pp: 5193-5197, IF:5.56, October 2019, Scopus index, ISSN: 2278-3075.
Published a paper on “Gsm Based Face Recognition using Pir Sensor on Raspberry Pi 3”, International Journal of Innovative Technology and Exploring Engineering, Volume-8 Issue-12, pp: 329-332, IF:5.56, October 2019, Scopus index, ISSN: 2278-3075.
Published a paper on “Efficient image restoration methods for image recovery”, International Journal of Recent Technology and Engineering, Volume-8, Issue-2S11, pp:3507-3511, September 2019, Scopus index, ISSN: 2277-3878.
Published a paper on “Improving efficiency in separating blood vessels from retinal images with deep learning techniques”, International Journal of Recent Technology and Engineering, Volume-8, Issue-2S11, pp:3637-3640, September 2019, Scopus index, ISSN: 2277-3878.
Published a paper on “Moving Object Detection and Tracking under Different Occlusion Conditions in Video Sequences”, International Journal of Innovative Technology and Exploring Engineering, Volume-8 Issue-11, pp: 2641-2647, IF:5.56, September 2019, Scopus index, ISSN 2278-3075.
Published a paper on “An efficient parallel and distributed algorithm on top of MapReduce”, International Journal of Innovative Technology and Exploring Engineering, Volume 8: Issue 10, IF: 5.56, August 2019, Scopus index, ISSN 2278-3075.

Published a paper on “A Secure Architecture of Design for Testability Structures”, International Journal of Recent Technology and Engineering,Volume-8 Issue-2, July 2019, Scopus index, ISSN: 2277-3878.

Published a paper on “Cognitive Recognition of Heart Ailments using Fuzzy Logic on ECG samples”, Springer Series in Reliability Engineering, series,July 2019, Scopus index, ISSN: 1614-7839.

Published a paper on “Video Watermarking Fundamentals and Overview”, Springer Series in Reliability Engineering, series,Scopus index, July 2019, ISSN: 1614-7839.

Published a paper on “A Robust ROI Recognition Scheme Using Morphological Operations for Medical Image Watermarking”, Springer Series in Reliability Engineering, series,July 2019, Scopus index, ISSN: 1614-7839

Published a paper on “Improving the Quality of Facial Image by Integrating Semantic Patches and Supervised Learning Approach”, Springer Series in Reliability Engineering, series,July 2019, Scopus index, ISSN: 1614-7839.

Published a paper on “Detection and Tracking of an Object in a Video Sequence Using Kalman Filter: A Survey”, International Journal for Research in Engineering Application & Management (IJREAM), Thomson Reuters, UGC(64077) approved , Volume 5, Issue 2, May 2019, pp.218-225, ISSN: 2454-9150.

Published a paper on “Medical Disease Prediction using Grey Wolf Optimization and Auto Encoder based Recurrent Neural Network”, Periodicals of Engineering and Natural Sciences (PEN), Scopus indexed, Volume 6, No.1 June 2018, pp.229-240.

Published a paper on “A Survey on Spatial Domain Image Enhancement Techniques”, International Journal for Research in Applied Science & Engineering Technology (IJRASET), Volume 6 Issue IV, IF: 4.895, SJ Impact Factor: 6.887, ISSN: 2321-9653, April 2018.

Published a paper on “Power Management on Multicore Processors Using Classification Algorithm”, International Journal of Computer Engineering and Applications (IJCEA), Volume XII, Issue II, pp: 27-48, ISSN 2321-3469, Google Scholar, Thomson Reuters, UGC (44835), Feb 2018.

Published a paper on “A survey on Blind Facial Image Enhancement Techniques”, International Journal of Computer Sciences and Engineering (IJCSE), Volume 5, Issue 12, pp:57-63, IF:3.022, Google Scholar, Research Gate, ICI, UGC (63193), H-index: 009, I10-Index:006, ISSN:2347-2693, Dec 2017.

Published a paper on “Image Decomposition and Restoration Model for Blurred Cartoon and Texture Images with Filtering Techniques”, International Journal of Electronics, Electrical and Computational System (IJEECS), Volume 6, Issue 11, pp:25-32, IF: 2.52, ISSN 2348-117X, Nov 2017.

Published a paper on “Fuzzy Based Texton Matrix with Shape Components for Texture Analysis and Texture Classification”, International Journal of Advanced Research in Basic Engineering Sciences and Technology (IJARBEST), Vol-2, Issue-22, ISSN : 2456-5717, April 2017.

Published a paper on “Orthogonal Wavelet Decomposition with multi-level thresholding for Image Enhancement”, International Journal of Advanced Research (IJAR), Vol-5, Issue-4, ISSN: 2320-5407, April 2017.
Published a paper on “An Efficient Image Steganography for Message Security”, International Journal of Innovative Research in Science, Engineering and Technology (IJIRSET), Vol-6, Issue-3, ISSN(On) : 2319- 8753, ISSN(Pri) : 2347 – 6710, March 2017.

Published a paper on “A survey on Top-K Query Search in XML Data”, International Journal of Professional Engineering Studies (IJPRES), Vol-7, Issue-1, September 2016.
Published a paper on “A Survey on Rank based Similarity Search using Rank Cover Tree”, International Journal of Professional Engineering Studies (IJPRES), Vol-7, Issue-1, September 2016.

Published a paper on “Spatial inverted index by using fast Nearest Neighbor search”, International Journal of Professional Engineering Studies (IJPRES), Vol-4, Issue-4, August 2016.

Published a paper on “A Novel Approach for Information Preserving Shape Representation by using Hit-or-Miss Operation”, International Journal on Computing, Communications and Systems (IJCCS), Vol-4, Issue-1, ISSN: 2277-6699, February 2015.

Published a paper on “Moment Based Object Classification from Shapes”, International Journal of Computer Applications (IJCA), Vol-109, Issue-5, Google Scholar, ISSN: 0975 – 8887, January 2015.

Published a paper on, “Performance measures for Image Fusion based on Top-hat transform and Wavelet transform”, International Journal of Smart Business and Technology (IJSBT), Vol-2, Issue-2, ISSN: 2288-8969, Google scholar, December 2014.

Published a paper on "WaSS: A Novel Hybrid Method for Object Recognition Using Wavelet based Statistical and Structural Approaches", International Journal for Computer Science Issues (IJCSI), Vol-11, Issue-4, ISSN: 1694-0814, Google scholar, July 2014.

Published a paper on “An efficient representation of Shape for object recognition and classification using Circular Shift Method”, International Journal of Scientific and Engineering Research, Vol-4, Issue-12, ISSN: 2229-5518, Google scholar, Thomson Reuters, December 2013

Published a paper on “Hiding Technique in Image processing Using DCT”, International Journal of Advanced Computing, Vol-2, 2010.


Conference Proceedings International:



Presented a paper on “An Optimization based Deep - LSTM Predictive Analytics for decision making in Cricket”, 2nd International Conference on Innovative Data Communication Technologies and Application (ICIDCA 2020), (Springer series), September 03-04, 2020 Coimbatore, India, pp 721-737, https://link.springer.com/ chapter/10.1007/978-981-15-9651-3_59.
Presented a paper on “Parasite Malaria Detection using Smartphone Based Deep Learning Techniques”, International Conference on Recent Trends in Computer Science & Information Technology (ICRCSIT – 20, in association - CSI), 17th& 18th June 2020, St. Martin’s Engineering College, ISBN No. 978-93-80831-66-4.
Presented a paper on “Integrating Custom Queuing strategy for enhancing security of a Packet Scheduling in Wireless Networks”, International Conference on Recent Trends in Computer Science & Information Technology (ICRCSIT – 20, in association - CSI), 17th& 18th June 2020, St. Martin’s Engineering College, ISBN No. 978-93-80831-66-4.
Presented a paper on “A survey on Segmentation Retinal Blood Vessels with deep learning methods”, International Conference on Computational Intelligence and Data Engineering (ICCIDE-2019), VJIT, Hyderabad, 4th - 6th July 2019.
Presented a paper on “A comparative study on image restoration Approaches”, International Conference on Computational Intelligence and Data Engineering (ICCIDE-2019), VJIT, Hyderabad, 4th - 6th July 2019.
Presented a paper on “A survey on Suicide Related Text Communication on Twitter”, International Conference on Intelligent Computing and Control Systems, ICCS-2019, IEEE XPLORE, ISBN - 978-1-5386-8113-8, 15th -17th May 2019.
Presented a paper on “Improving the Quality of Facial Image by Integrating Semantic Patches and Supervised Learning Approach”, International Conference on Intelligent Computing and Communication Technologies (ICICCT-2019), Springer series, Hyderabad, 9th to 11th January 2019.
Presented a paper on “Custom Queuing method for enhancing security of a packet scheduling process in Real time Networks”, International Conference on Latest Trends in Electronics and Communication (ICLTEC-2018), MREC, Hyderabad, 28th & 29th December 2018.
Presented a paper on “E- Health Services Composition and Adaptation design of Automated Text messaging for healthy and fitness clubs”, 8th International Conference on Communication Systems and Network Technologies@ IEEE (CSNT 2018), Bhopal, 24th – 26th Nov 2018.
Presented a paper on “Image Decomposition and Restoration Model for Blurred Cartoon and Texture Images with Filtering Techniques”, International Conference on Science, Technology and Management (ICSTM 2017), IETE, Pune, Maharashtra, India, 12th Nov 2017, ISBN: 978-81-934288-7-0.
Presented a paper on “Texture Analysis and Classification using Fuzzy Based Texton Matrix with Shape Components”, International Conference on Recent Engineering and Technology (ICRET 2017), Matrusri Engineering College, Hyderabad, 7th April 2017, ISBN: 978-81-904760-9-6.
Presented a paper on “A Novel Approach for Information Preserving Shape Representation by using Hit-or-Miss Operation”, International Conference on Communications, Signal Processing, Computing and Information Technologies (ICCSPCIT-2014), Hyderabad, 26th – 27th December 2014, ISBN: 978-93-83038-27-5 and received best paper award.
Presented a paper on “Fuzzy based Texton Shape Matrix for Texture classification”, International Conference on Sustainability of Digital Libraries-2014 (ICSDL-2014) held at JNTUH, Hyderabad, 25th – 27th September 2014, ISBN-978-93-83635-33-7.
Presented a paper on “An efficient approach for improvement of packet scheduling algorithm to secure wireless networks”, International Conference on Sustainability of Digital Libraries-2014 (ICSDL-2014) held at JNTUH, Hyderabad, 25th – 27th September 2014, ISBN-978-93-83635-33-7.
Presented a paper on “Fuzzy Rule Based Edge Detection for Object and Texture Classification using Shape Matching”, International Conference on Advanced Computer Technologies and Developments (ICACTD-2014) held at Rajahmundry, 18th – 19th July 2014, ISBN 978-1-4276-5510-3.

national:


1. Presented a paper on “A Survey on image filters in Image Restoration”, National Conference on Information Security (NCIS) on 26th-27th August-2015 at CBIT, Hyderabad.
2. Presented a paper on “Custom queuing method for improvement of Security-Aware Packet Scheduling Algorithm”, National Conference on Data Mining and Data Warehousing (NCDMDW) at MRCET, Hyderabad, December 2010.
3. Presented a paper on “Analyze the customer behavior from E-Commerce Data using Data Mining Technique”, National Conference on Distributed Computing (NCDC) at MRCET, Hyderabad, December2009.

Talks / Speaker


Resource Person for one Week Online FDP on Emerging Research Trends in CSE held at GRIET from 29-06-2020 to 04-07-2020. Topic: “ Machine Learning Applications using Python Programming”.
Resource person for Telangana Police Training Classes on 18th & 20th August 2020, TSPA, Hyderabad. Topic: Basic concepts of Python Programming.

Books Published:


“Programming and Data Structures” (I-B.Tech, Civil & Mech, SCDE, JNTUH), BSP Publications, 2010.
“C & Data Structure” (I-B.Tech, ECE & EEE, SCDE, JNTUH), BSP Publications, 2010.

COURSE (WORKSHOP/FDP) ATTENDED:


1. Participated in a three day workshop on “Machine Learning and Its Applications” at Vasavi College of Engineering from 28th to 30th November 2018.
2. Participated in one day workshop on “Design Thinking” at GRIET on 8th November 2018.
3. Participated in 5 day Faculty Development Program on “Data Science and Big Data Analytics” conducted by ICT Academy in association with DELL from 10th to 15th, September 2018 at GRIET.
4. Participated in one day Business Conference titled “Annual Business Analyst Conference (IIBA) 2018” at GNITS, on 1st September 2018.
5. Participated in a three-day workshop on “Artificial Intelligence and Deep Learning” at SREC, Warangal from 17th to 19th June 2018.
6. Participated in one week FDP on “Machine Learning for Industrial Applications” at CYIENT Ltd. in association with IBM & Smart Bride, from 11th to 15th June 2018.
7. Participated in a two day workshop, Boot Camp on “Machine Learning and Big Data Analytics” at CMRIT from 7th to 8th May 2018.
8. Participated in one day workshop on “Data Science using Python” at GRIET on 5th January 2018.
9. Participated in One Week National Level Faculty Development Program on “Data Science and Big Data Analytics” conducted by GRIET in association with NIT-Warangal from 4th- 6th & 11th-13th November 2016.
10. Participated in 3 weeks Workshop on “Learning Business Intelligence using IBM Cognos” at GRIET in association with IBM, from 28th Dec 2015 – 1st Jan 2016, 6th - 10th Jan 2016, 15th - 19th Feb 2016.
11. Participated in 2 weeks course on “Open Source Software through TEL by Spoken Tutorials” at IT Dept, GRIET in association with IIT Bombay from 6th to 17th September 2016.
12. Participated in four Week workshop on “Use of ICT in Education for Online and Blended learning” conducted by IIT Bombay at GRIET, Hyderabad from 2nd May to 10th July 2016.
13. Participated in a two-day workshop on “Network Simulation using NS-2”, at IT Dept., GRIET (under TEQIP), from 8th to 9th Jan 2016.
14. Participated in a two-day FDP on “Current Research Trends in Computer Science” at GRIET from 18th to 19th December 2015.
15. Participated in a two-day FDP on “Internet of Things (IoT) and its Applications” at GRIET from 4th to 5th December 2015.
16. Participated in one Week workshop on “Guide to a Passionate Teacher” conducted by GRIET, Hyderabad from 29th June to 4th July 2015.
17. Participated in two Week ISTE workshop on “Computer Networking” conducted by IIT Bombay through ICT at GRIET, Hyderabad from 28th May to 29th June 2014, 30th June to 5th July 2014.
18. Participated in Two Week ISTE workshop on “Database Management Systems” conducted by IIT Bombay through ICT at GRIET, Hyderabad from 21st to 31st May 2013.
19. Participated in Two Week ISTE workshop on “Introduction to Research Methodologies” conducted by IIT Bombay through ICT at GRIET, Hyderabad from 25th June to 4th July 2012.
20. Participated in one Week FDP on “Soft Computing and Machine learning” conducted by GRIET, Hyderabad from 3rd to 8th March 2014.
21. Participated in a three day FDP on “J2ME” at GRIET from 18th to 20th February 2013.
22. Participated in a three day FDP on “System Software Development” at GRIET from 21st to 23rd February 2013.
23. Participated in a two day FDP on “Android Application Development” at GRIET from 27th to 28th February 2013.
24. Participated in a three day FDP on “Java Programming” at GRIET from 29th to 31st January 2013.
25. Participated in a two day workshop, “Computational Methods-Emphasis on Programming Skills & C Language” at GRIET from 28th to 29th August 2012.
26. Participated in a three day workshop, “Mobile Application Development using J2ME and Android” at JNTUH in collaboration with CDAC, at JNTUH, Hyderabad from 15th to 17th March 2012.

EVENTS ORGANIZED:


1. Organized one week “Big Data Analytics” Training Program for III B.Tech. CSE students as a coordinator, at GRIET from 22nd to 26th Feb 2019.
2. Organized “Data Science” Training Program for III B.Tech. CSE students as a coordinator, at GRIET in association with Xenon Stack, Chundigarh from 23rd July 2018 to 15th Sept 2018 (8 weeks).
3. Organized Springer International conference on “Wireless Sensor Netwoks, Ubiquitous Computing and Applications (ICWSNUCA-2018)” in GRIET from 24th to 25th August 2018.
4. Organized a two-day workshop on “Introduction to Machine Learning” as a coordinator at GRIET in association with IIT, Kharagpur from 16th to 17th Dec 2017.
5. Organized One Week National Level Faculty Development Programme in Association with NIT Warangal on “Data Science and Big Data Analytics” as a Co-coordinator at GRIET, Hyderabad from 4th- 6th & 11th-13th November 2016.
6. Organizer for Annual Day event held at GRIET, 2015-16.
7. Organized a two-day FDP on “Current Research Trends In Computer Science” as a member, at CSE, GRIET from 18th to 19th December 2015.
8. Organized one week FDP on “Guide to Passionate Teacher” as a CSE Coordinator at Career and Counseling Dept., GRIET from 29th June 2015 to 4th July 2015.
9. Organized a two day National Level Conference on “Emerging Trends of Computing Technologies” as a member at GRIET from 18th to 19th March 2013.
10. Organized a three day FDP on “System Software Development” as a member at GRIET from 21st to 23rd February 2013.
11. Organized Departmental Guest Lectures with Experts from Corporate and Universities.


      Memberships


1. Life Member of CSI
2. Life Member of ISTE


CERTIFICATION COURSES




1. Certified on “Java EE 5 Web Component Developer (OCWCD)” course, 25th April 2014.
2. Certified on “Java 6 SE Programmer (OCJP)” course, 24th July 2013.
3. Obtained NPTEL certificate for “Cloud Computing” course and got top 5% score.
4. Obtained NPTEL certificate for “Introduction to Machine Learning” (Elite Certificate).




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