Dept. of Electronics & Communications Engg.
KITS Warangal
Faculty group mail-id : ece@kitsw.ac.in
Faculty Profile
Address/Contact
Office : Room No. 102A, Block – 6, Dept. of ECE.
Phone: 0870-254888(ext:213)
Mobile: 9390172143
Education
B.Tech., Electronics & Communication Engg.,Vignan's Engineering College / JNTU, Hyderabad. (2005).
M.Tech., DECS, JNTU, Kakinada, A.P. (2009).
Ph.D., Digital Image Processing, Andhra University, Vishaka Patnam, A.P.(2018)
Ph.D Title: Implementation of Nature Inspired Optimization Algorithms to Multilevel Thresholding Image Segmentation
Ph.D., Digital Image Processing, Andhra University, Vishaka Patnam, A.P.(2018)
Ph.D Title: Implementation of Nature Inspired Optimization Algorithms to Multilevel Thresholding Image Segmentation
Dr. K.Sowjanya
Assistant Professor
Department of E. & C. Engg.
Academic Research IDs
Vidwan ID: 176673
SCOPUS ID: 57192304821
Researcher ID: AAC-6762-2021
Google Scholar ID: AGJ0fKcAAAAJ
ORCID ID: 0000-0002-8379-7582
ACADEMIC AFFILIATION
Details |
FromTo |
Name of the Organization |
||
|---|---|---|---|---|
Assistant Professor |
15/07/2019 |
Till Date |
|
Kakatiya Institute of Technology & Science, Warangal. |
Associate Professor |
13/06/2018 |
12/07/2019 |
|
Vaagdevi college of Engineering, Warangal. |
Research Scholar |
01/05/2015 |
09/08/2017 |
|
College of Engineering, Andhra University, Vizag, A.P. |
Assistant Professor |
13/06/2008 |
31/04/2015 |
Sir C R Reddy College of Engineering, Eluru, A.P |
|
RESEARCH INTERESTS
- Digital Image Processing
- Artificial Intelligence Applications
- Digital Signal Processing
- Wireless Sensor Networks
PUBLICATIONS
| Publications in Refereed Journals | |
|---|---|
S. No |
Details |
1 |
Kotte, S., Injeti, S.K., Thunuguntla, V.K.et al.“Energy curve based enhanced smell agent optimizer for optimal multilevel threshold selection of thermographic breast image segmentation”SciRep14,21833(2024).https://doi.org/10.1038/s41598-024-71448-6 |
2 |
Mounika Bhukya; Satish Kumar Injeti; Rakesh Pal Ogirala; Sowjanya Kotte “Real-Time Simulation and Validation of Interconnected Microgrid Load Frequency Control With Uncertainties Using PDN-IλDμ Controller Based on Improved Smell Agent Optimization ”IEEE Transactionson Industrial Informatics,06February 2024, Page(s):1–11, Publisher: IEEE |
3 |
VR Gatla, SK Injeti, S Kotte, PK Polamarasetty, RSS Nuvvula, “An Effective Approach for Extracting the Parameters of Solar PVModelsUsing the Chaotic War Strategy Optimization Algorithm With Modified Newton Raphson Method”, IEEE Journal of the Electron Devices Society,Dec2023 |
4 |
Satish Kumar Injeti, Kotte Sowjanya, “Investigation ofHybrid Constriction Coefficient Particle Swarm Optimization-Based Butterfly Optimization Algorithm foraMinimum Transmission Power IOT Cluster withFull Connectivity” Journal of Institute of Engineers (India)-Series B (Scopus)Springer,Vol.104,Issue-3,2023,2023 |
5 |
K.Sowjanya, K.Rasool Reddy, M.Raveena, “A New Distinctive Methodology for the Classification of Brain MR Images Using Histogram Based Local Feature Descriptors” International Journal of Computing and DigitalSystems,(Scopus)ISSN:2210-142X,Vol13,Issue 01,May 2023 |
6 |
KotteSowjanya,LGayatri,“SegmentationofMammogramsUsingInvasiveWeedOptimization Algorithm” InternationalJournalofScientificResearchandEngineeringDevelopment-– Volume5 Issue1,Jan-Feb2022 |
7 |
Kotte Sowjanya, MunazzarAjreen,”Multiregional Image Segmentation –A Review” International Journal of Scientific Research and Engineering Development-– Volume 5 Issue 1, Jan-Feb 2022 |
8 |
Kotte Sowjanya, SatishKumar Injeti, “Investigation of butterflyoptimization and gases Brownian motion optimization algorithms for optimal multilevel image thresholding” Expert Systems With Applications(SCI),Volume182,ISSN:0957-4174,May2021, ImpactFactor:8.5 |
9 |
PittalaRachanaSree,DrK.Sowjanya“CompressionofRemoteSensingImageUsingBinaryTree Based Decomposition”, International Journal of Research, ISSN NO:2236-6124,Volume VIII, Issue V, MAY/2019, Page No:2429 |
10 |
K. Sowjanya, P. Rajesh Kumar, S.K. Injeti, “Optimal Multilevel Thresholding Selection for Brain MRI Image Segmentation based on Adaptive Wind Driven Optimization”, MeasurementJournal(SCIE), Elsevier BV, Vol. 130C,pp.340-361,December, 2018.ISSN/ISBNNo:0263-2241. Impact Factor : 5.6 |
11 |
K.Sowjanya,P.Rajesh Kumar,“Optimal Multilevel ThresholdingSelectionforGrayLevel Image Segmentation using SMS Algorithm”, International Journal of Computer Applications, USA,Vol.163,Number11,pp.35-47,2017.ISSN/ISBNNo:0975–8887 |
12 |
K. Sowjanya, P. Rajesh Kumar, “Gray level Image Enhancement using Nature Inspired Optimization Algorithm: An Objective Based Approach”, World Journal of Modeling and Simulation(Scopus),U.K,Vol.13,Number1,pp.66-80,2017.ISSN/ISBNNo:1746-7233 |
13 |
K. Sowjanya, P. Rajesh Kumar, S.K. Injeti, “An efficient approach for optimal multilevel thresholding selection for gray scale images based on improved differential search algorithm”, Ain Shams Engineering Journal (SCIE), Elsevier BV, 7 July 2016.ISSN/ISBN No:2090-4479. Impact Factor :6 |
14 |
N. Suma Priya , K. Sowjanya”Grey Level Image Enhancement Technique using Particle Swarm Optimization Algorithm” IJSETR, Vol.04, Issue.10, 2015, pp:1817-1821. ISSN / ISBN No: 2319-8885 |
15 |
B. Naga Gayathri Divya , K. Sowjanya“Otsu’s Method of Image Segmentation using Particle Swarm Optimization Technique” IJSETR, Vol.04,Issue.10, 2015,pp:1805-1808.ISSN/ISBN No:2319-8885 |
16 |
Soujanya Kotte, Sudeepthi Matta,“Implementation of Punctured Terminated Convolutional Codes and Its Performance”, IJECT,5(3), 2014. ISSN / ISBN No: 2230-7109 |
17 |
M.Srikanth,K.Soujanya,“Tire Pressure Monitoring System Interference Suppression Using Beam Former Techniques”, IJCSMC,3(9), 2014,pp.270–276. ISSN / ISBN No:2320–088X |
18 |
Sowjanya Kotte, Hima Bindhu Yanamadala,“Advanced Vehicle Tracking Systemon Google Earth Using GPS and GSM”, IJCTT,6(3), 2013. ISSN / ISBN No:2231-2803 |
19 |
V.Vamsi Sudheera, K.Anitha, Dr.P.Rajesh Kumar, K.Soujanya, “ Development of Hardware and Software for Obstacle Detection and Distance Estimation in Mobile Robots”, International Journal of Computer Science information and Engg., Technologies, 2012 |
20 |
Soujanya K., Nayak R.Samba Siva, Rajarajeswari M.,“An efficient routing scheme for ICMN”, International Journal of Managment, IT and Engineering,1(6),pp.104-116, 2011 .ISSN: 2249-0558 |
21 |
G. Sunny Kumar, K.Soujanya, V.Revathi, Design and Development of Stripline Dual Directional Coupler for Monitoring Forward Power and Reflected Power, IJECT, 2(4), 2011. |
Publications in Refereed Conference Proceedings
S.No |
Details |
|
Lakshmi Kiranmai.V, Kota Naga Srinivasarao Batta, Sowjanya Kotte, “Evaluation of 3D- Diamond Mesh Homogeneous and Heterogeneous Architectures”. TENCON 2023: 1293-1298 |
2 |
Vani Turupati, Raju Manda, K.Sowjanya, A.Pavan”Interference-Aware Efficiency Maximizationin 5G Ultra-Dense Networks”Lecture Notes on Data Engineering and Communications Technologies63,pp403-412,2021,Springer |
3 |
K.Sowjanya,”Pareto Optimal Approach for Contrast Adjustment in Gray Level Images using Improved Differential Search Algorithm” Advances in Communications, Signal Processing, and VLSI, Lecture Notes in Electrical Engineering 722, pp 49-62, Springer |
4 |
K Soujanya, Y Himabindhu, “Implementation of real time vehicle tracking using GSM and GPRS”, National conference,at Sir C R Reddy College of Engineering, NCRRECE-2014, Feb 24th and 25th 2014. |
5 |
K Soujanya, M Sudeepthi, “Implementation of FEC’s techniques used in Thuraya Satellite System”, National conference, at Sir C R Reddy College of Engineering, NCRRECE-2014, Feb 24th and 25th 2014 |
6 |
K Soujanya, T Mahender Raju, “Pavement image analysis using radon transform”, IEEE conference ACNCN-2012, at ECE department, Andhra University, Visakhapatnam, 17th and 18th 2012
|
FACULTY DEVELOPMENT PROGRAMMES ATTENDED
S.No |
Programme |
Duration | Organized by |
1. |
Artificial Intelligence, Machine learning and Block chain Technology in Production and Supply Chain |
25th-30th April 2019 |
NIT,Warangal. |
2. |
Machine learning and Deep learning for Realtime Applications |
29th November to 8th December, 2019 |
NITW |
3. |
Artificial Intelligence, Machine Learning and Deep Learning Applications in Production and Manufacturing Systems |
2nd-15th January 2020 |
ICPS division of DST,Organized by Dept of Mechanical Engineering, NITW |
4. |
PERL scripting Organized by Department of Computer Science and Engineering, |
10thto14th June, 2020 |
Lords Institute of Engineering & Technology, Hyderabad |
5. |
ARTIFIFCIAL INTELLIGENCE” |
13th-27th July 2020 |
Dept. of Electronics & Instrumentation Engineering, KITS Warangal |
6. |
Teachers Leadership quality in Higher Education |
24th-30th June 2020 |
SaiRam Engineering College, Chennai in Association with AIMS(Association of Indian Management Schools) |
7. |
Wireless Communication Technologies for IoT |
27 July to 7 Aug, 2020 |
Electronics and ICT Academies Ministry of Electronics and Information Technology (MeitY),Government of India. |
8. |
AICTE sponsored FDP on Hands On Project Based Approach of 5G Design and Development |
2nd-07th November 2020 |
Department of ECE, Kakatiya Institute of Technology & Science, Warangal |
9. |
AICTE Training And Learning (ATAL) Academy Online FDP on "Internet of Things (IoT)" |
7-12-2020 to 11-12-2020 |
GUDLAVALLERU ENGINEERINGCOLLEGE. |
10. |
AICTE Training And Learning (ATAL) Academy Online FDP on "Data Sciences |
19-01-2021 to 23-01-2021 |
GUDLAVALLERU ENGINEERINGCOLLEGE. |
11. |
AICTE Sponsored Two Week FDP Hands on Project-Based Approach for Biomedical Signal Analysis using MATLAB” |
01.02.2021-13.02.2021 |
Department of ECE, Kakatiya Institute of Technology & Science, Warangal |
12. |
Medical Image Processing& It's ApplicationinAutomated Disease Detection |
18th to 24th June 2021 |
Department of Electronics and Communication Engineering, St. Martin’s Engineering College |
13. |
Digital VLSI Design and Verification |
23rd- 27th August 2021 |
Department of ECE, Bangalore Institute of Technology in association with Entuple Technologies and IEEE-BIT CAS |
14. |
Recent trends in Medical and Image Processing and Computer vision |
8th-17th November 2021 |
MeitY GoI organised by E&ICT Academy, NIT Warangal and Yashwantrao Chavan College of Engineering, Nagpur |
15. |
FDP on Signal and Image Processing Techniques for Next GenerationApplications |
4th-13th March 2022 |
MeitYGoIorganisedbyE&ICT Academy, NIT Warangal |
16. |
GIAN course on Advancement in Speech Modeling and Applications |
05-09-2022 to 09-09-2022 |
Ministry of Education Government of India& National Institute of TechnologyWarangal |
17. |
EMERGING TECHNOLOGIES IN IOT, AI & ML AND IMAGE PROCESSING |
27th March-5th April, 2023 |
MeitY GoI organised by E&ICT Academy, NIT Warangal and Kakatiya Institute of Technology & Science Warangal |
18. |
Problem Solving through Programing in C |
Jan-April 2023 |
NPTEL |
19. |
EnergyHarvestingTechnologies |
27Feb–04 March 2023 |
Geethanjali College of Engineering & Technology |
20. |
IntroductiontoIoT |
Jul-Oct 2023 |
NPTEL |
21. |
Fostering multi disciplinary learning promoting learner centred teaching using ICT through classroom discussions |
16th to 21st October 2023 |
Department of Mathematics and Humanities Kakatiya Institute of Technology and science in association with the centre for training and learning National Institute of technology Warangal |
22. |
NEP 2020 ORIENTATION &SENSITIZATION PROGRAMME |
13-02-2024 to 21-02-2024 |
Malaviya Mission Teacher Training Programme of University Grants Commission Organized by Malaviya Mission Teacher Training Centre, National Institute
of Technology Warangal |
23 |
Refresher Course on Information & Communication Technology |
04th to16th March,2024 |
Malaviya Mission Teacher Training Centre (formerly HumanResourceDevelopment Centre), University of Hyderabad |
24 |
Block Chain Technology and Applications |
15th-22nd July 2024 |
MeitY, GoI organized by E&ICT Academy, NIT Warangal |
25 |
Offline Short-term program on “Artificial Intelligence for Healthcare Applications” |
18–23 November 2024 |
MMTTC of NIT Warangal |
COURSES TAUGHT
Undergraduate Level |
||||
|---|---|---|---|---|
Courses Taught |
Currently Teaching |
|||
Course |
Semester, Year, Branch |
Course |
Semester, Year, Branch |
|
Analog Communications |
I Sem, III/IV, ECE |
Signals & Systems |
III Sem, II Year ECE |
|
Digital Communications |
II Sem, III/IV, ECE |
|
||
Data Communications |
I Sem, IV/IV, ECE |
|
|
|
Signals & Systems |
II Sem, II/IV, ECE |
|||
Digital Signal Processing |
II Sem, IV/IV, ECE |
|||
Linear Integrated Circuits |
I Sem, III/IV, ECE |
|||
Information Theory and Coding |
I Sem, IV/IV, ECE |
|||
Computer Networks |
II Sem, III/IV, ECE |
|||
Communication Systems |
V Sem, III/IV, ECE |
|||
Embedded system design |
VIII Sem, IV/IV, ECE |
|||
Microwave & Optica lFiber communications |
VII Sem, IV, ECI |
|||
Radar & Satellite Communications |
VIII Sem, IV, ECE |
|||
Digital Image Processing |
VIISem,IV,ECE |
|||
Cellular & Mobile Communications |
VIIISem,IV,ECE |
|||
Project Management |
VIISem,IV,ECE |
|||
Postgraduate Level |
||||
Communication Theory |
I Sem M.Tech (CS) |
|
|
|
Cellular & Mobile Communications |
II Sem M.Tech (CS) |
|
|
|
Advanced Data Communications |
I Sem M.Tech (WMC) |
|||
RMIPR |
I Sem, M.Tech (ES & VLSI) |
|||
BOOKS AUTHORED
S. No. |
Details |
1 |
Optimal multilevel threshold selection for brain MR image segmentation: An optimization approach, LAMBERT, Academic Publishing, Germany, ISBN: 978-613-9-97046-9, March 2019. |
2 |
Automatic Gray Level Image Correction using Artificial Intelligence, LAMBERT, Academic Publishing, Germany, ISBN:978-620-0-43540-8, February 2020
|
PROFESSIONAL AFFILIATION
S.No |
Details |
1 |
Life Member – Institution of Electronics and Telecommunication Engineers (IETE- M-501608) |
2 |
Life Member – IEEE(USA) (96512954) |
3 |
Life Member-INRES(LM042210) |
OTHER ACTIVITIES
S. No. |
Details |
1 |
Co-chair for session-3 in a two-day national conference NCRRECE-2014 at Sir C R Reddy College of Engineering, Eluru, India, during 24th to 25th February 2014 |
2 |
Coordinator for 15 Days STCC on “Embedded System Design Using ARM CM3” in association with C-DAC ,Hyderabad during 27th March to 13th April, 2019 at Vaagdevi College of Engineering,Warangal. |
3 |
Coordinator for 2 Day workshop on PCB Design & Fabrication at KITS Warangal |
4 |
Organized Guest lecture on “Embedded System Design through Advanced Microcontrollers” by Dr B.K.N.Srinivas Rao , Asst.Prof, NITW on 19.09.2019 at KITSW |
5 |
Coordinator for 2 Day workshop on Industrial IoT, 24th-25th October,2019 at KITS Warangal |
6 |
Coordinator for One-week Hands-on Training Program On “ADVANCED COMMUNICATION & SIGNAL PROCESSING TECHNIQUES” during 06-11 Dec 2019 at KITSW |
7 |
Coordinator for Hackathon on “Smart E-challenges-2020” in association with TITA, Hyderabad from 08th-09th February ,2020 at KITS Warangal |
8 |
Organized Guest lecture on “An introduction to Planetary Radar Astronomy” by Dr Sriram Saran Bhiravarasu, Staff scientist, Space Applications Center, ISRO, Ahmedabad, India on 12.09.2020 |
9 |
Session chair for Springer 4th International Conference on Data Engineering & Communication Technology (ICDECT-2020) organized by the Department of Electronics and Communication Engineering (ECE), Kakatiya Institute of Technology & Science (KITS) - Warangal during 25th-26th September 2020 |
10 |
Co-covenor for Springer 4th International Conference on Data Engineering & Communication Technology (ICDECT-2020) organized by the Department of Electronics and Communication Engineering (ECE), Kakatiya Institute of Technology & Science (KITS) - Warangal during 25th-26th September 2020 |
PAPERS PRESENTED IN CONFERENCES/SEMINARS/ WORKSHOPS/SYMPOSIA
S. No. |
Title of the Paper presented |
Title of Conference/ Seminar etc. |
Organized by |
1 |
Fuzzy Thresholding technique for multi region image Segmentation |
ICSME 2022 |
Nrupathunga University, Bengaluru, Karnataka |
2 |
Pareto Optimal Approach for Contrast Adjustment in Gray Level Images Using IDS Algorithm |
IC2SV 2019 |
NIT, Warangal |
3 |
Evaluation of 3D-Diamond Mesh Homogeneous and Heterogeneous Architectures |
IEEE TENCON 2023 |
IEEE |
|
|||
INVITED LECTURES IN CONFERENCE/SEMINAR
S. No. |
Title of Lecture/ Academic Session |
Title of Conference/ Seminar etc. |
Organized by |
1 |
Research Scope in Image Processing |
FDP on Evolving Trends in Electronics & Communications |
TPCE, Warangal |
AWARDS
S.No |
Details |
1 |
“Young Researcher Award 2022” by Institute of Researchers-The Research Unit of ISPL, registered with Ministry of MSME, Govt of India. |
OTHER INFORMATION
S.No |
Details |
1 |
Co-chair for session-3 in a two-day national conference NCRRECE-2014 at Sir C R Reddy College of Engineering, Eluru, India, during 24th to 25th February 2014. |
2 |
Coordinator for 15 Days STCC on “Embedded System Design Using ARM CM3” in association withC-DAC, Hyderabad during 27thMarch to 13thApril, 2019 at Vaagdevi College of Engineering, Warangal. |
3 |
Co-ordinator for 2 Day workshop on PCB Design & Fabrication at KITS, Warangal |
4 |
Organized Guest lecture on “Embedded System Design through Advanced Microcontrollers” by Dr B.K.N.Srinivas Rao, Asst.Prof, NITW on 19.09.2019 at KITSW |
5 |
Coordinator for 2 Day workshop on Industrial IoT, 24th - 25th October, 2019 at KITS, Warangal |
6 |
Coordinator for One-week Hands-on Training Program On “ADVANCED COMMUNICATION& SIGNAL PROCESSING TECHNIQUES” during 06-11 Dec 2019 at KITSW |
7 |
Coordinator for Hackathon on “Smart E-challenges-2020” in association with TITA, Hyderabad from08th-09thFebruary,2020atKITSWarangal |
8 |
Organized Guest lecture on “An introduction to Planetary Radar Astronomy” by Dr Sriram Saran Bhiravarasu, Staff scientist, Space Applications Center, ISRO, Ahmedabad, India on 12.09.2020 |
9 |
Session chair for Springer 4th International Conference on Data Engineering & Communication Technology (ICDECT-2020) organized by the Department of Electronics and Communication Engineering (ECE), Kakatiya Institute of Technology & Science (KITS)- Warangal during 25th- 26th September 2020. |
10 |
Co-covenor for Springer 4th International Conference on Data Engineering & Communication Technology (ICDECT-2020) organized by the Department of Electronics and Communication Engineering (ECE), Kakatiya Institute of Technology & Science (KITS) - Warangal during 25th - 26th September 2020 |
11 |
Coordinator for Webinar on Career Prospects after B.Tech & GATE Orientation on 24thJuly, 2021 by K.N.SHEMANTH (Subject Expert of OHM, AIR 4 in IES, STATE 5th in APTransco) |
12 |
Coordinator for Online Workshop on “Embedded Systems Industrial Applications” In association with ISTE By Mr. Shaik Zubair Ahmed, Validation Engineer, XILINKS, Hyderabad on07.09.2021 |
13 |
Coordinator for Online Hands-on Workshop on Machine Learning” In association with ISTE By Mr.Panduranga Ravi Teja, Assistant Professor, KITSW on14.10.2021 to 17.10.2021 |
14 |
Coordinator for Online workshop on “Application of Automation in Industry” In association with IETE by Dr. G.Sanath Kumar, Deputy Director,MSME Tool Room, Hyderabad on 14th September 2021 |
15 |
Coordinator for One day Online Workshop on “MATLAB for Beginners” in association with ISTE by Sri D.Venu, Assistant Professor, ECE, KITSW on 13th December 2021 |
16 |
Coordinator for 4-day Workshop on “Introduction to Programming with MATLAB” Commenced on 28.01.2023 |
17 |
Coordinator for Springer 5th International Conference on Computer and Communication Technologies (IC3T2023) organized by the Department of Electronics and Communication Engineering (ECE), Kakatiya Institute of Technology & Science (KITS)- Warangal during 6-7 October, 2023 |
18 |
Session Chair for Track 5 Springer 5th International Conference on Computer and Communication Technologies (IC3T2023) organized by the Department of Electronics and Communication Engineering (ECE), Kakatiya Institute of Technology & Science (KITS) - Warangal during 6-7 October, 2023 |
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