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EAMCET | ICET | ECET | CODE: BVRI

PGECET | CODE: BVRI1

| NIRF

Dr. Ch. Rajya Lakshmi

Dr. Ch. Rajya Lakshmi

Associate Professor
lakshmi.chatragadda@bvrit.ac.in

Ph.D.: JNTU Kakinada, April ,2024

PG: CSE, JNTUK, 2012

UG: CSIT, JNTU, 2004

Teaching Experience:  19 Years  8  months

Orcid Id: https://orcid.org/00000003-0799-2586

Scopus Author ID: 55572669900

Researcher ID: GQQ-6966-2022,

Vidwan ID: 169111

GoogleScholor: https://scholar.google.com/citations?user=_gaw2BsAAAAJ&hl=en

  • Remote Sensing
  • Computer Vision and Artificial Intelligence
  1. CSI Member-2010000456

  1. Selected Women in Space and Allied Science Leadership Program (WisLP) under Department of Science and Technology, Govt. of India. New Delhi in collaboration with the British Council on 18-21st Feb 2025 at IIT Indore.

  2. FET Qualified in 2011
  3. GATE Qualified in 2006

  1. Ch.Rajyalakshmi, et.al Deep generative adversarial networks with marine predators algorithm for classification of Alzheimer’s disease using electroencephalogram in Journal of King Saud University – Computer and Information Sciences2023-12 | Journal article  DOI: 10.1016/j.jksuci.2023.101848Part of ISSN: 1319-1578

  2. “Extraction of Various Features from Satellite Image Data using Supervised and Unsupervised Classification Techniques and Threat Alerts Generations for Emergency Management”, by Ch. Rajya Lakshmi Dr. K.Rammohan Rao , Dr. R.Rajeswara Rao in “International Journal of Engineering and Technology (IJET, UAE)” 7 (3.29) (2018) 684-687,DOI:10.14419/ijet.v7i4.29.21639, Article ID: 21639 andpublication link is https://www.sciencepubco.com/index.php/ijet/article/view/21639

  3. “Analyzing the Extraction of Various features from Multispectral Satellite Data and Generation of quick alerts for Emergency Management” by Ch. Rajya Lakshmi Dr. K.Rammohan Rao , Dr. R.Rajeswara Rao in International Journal of Electronics, Electrical and Computational System IJEECS ISSN 2348-117X Volume 6, Issue 10 October 2017.
  4. “INTRUSION-TOLERANT ARCHITECTURE FOR MOBILE ADHOC NETWORKS” by padmaja,ch.Rajyalakshmi in International Journal of Engineering and Innovative Technology (IJEIT) Volume 1, Issue 4, April 2012, ISSN: 2277- 3754.
  5. “Analyzing the Detection of Active Attacks in MANETs” by Ch.Rajyalakshmi,u.suresh kumar in International Journal of Electronics Communication and Computer Engineering Volume 4, Issue (6) NCRTCST-2013, ISSN 2249–071X.
  6. Custom Aggregations for Generating Datasets for Datamining by ch.rajyalakshmi,swetha in International Journal of Advanced Research in Computer and Communication Engineering Vol. 2, Issue 9, September 2013, SSN : 2319- 5940.
  7. File Navigating System in the Cloud by sravn,ch.rajyalakshmi in International Journal of Engineering Research & Technology (IJERT) Vol. 2 Issue 9, September – 2013 IJERT ISSN: 2278-0181
  8. Ch Rayalakshmi, K.Subbarao, R.Raeswara Rao “Comparative study of satellite multispectral image data processing with MapReduce and classification algorithm” in nternational Journal of Computer Applications in Technology 2022 DOI: 10.1504/ijcat.2022.10049748 Part of  ISSN: 0952-8091 Part of ISSN: 1741-5047
  9. Chatragadda Rajyalakshmi, Koritepati Ram Mohan Rao , Ramisetty Rajeswara Rao“Compressed High Resolution Satellite Image Processing to Detect Water Bodies with Combined Bilateral Filtering and Threshold Techniques” in Traitement du Signal Vol. 39,No. 2, April, 2022, pp. 669-675 Journal homepage:http://iieta.org/journals/ts     
  10. Rajyalakshmi, C., Rao, K.R.M., Rao, R.R. (2022). “A novel architecture implementation using multi scale shared residual network from remote sensing images for extracting water bodies”. in  Ingénierie des Systèmes d’Information, Vol.27, No. 2, pp. 285-291.https://doi.org/10.18280/isi.270212
  11. Ch.Rajyalakshmi, K.Rammohan Rao, R. Rajeshwara Rao “A Review of Studies on Major Disasters and Early Warning Systems with Latest Trends in India” in Journal of Green Engineering(IJGE) Volume 11, Issue1,January,2021.[Published]http://www.jgenng.com/wpcontent/uploads/2021/1/volume11-issue1-16.pdf
  12. Ch.Rajya Lakshmi, K.Rammohan Rao, R.Rajeswara Rao “Extraction of VariousFeatures from Satellite Image Data using Supervised and Unsupervised Classification Techniques and Threat Alerts Generations for Emergency Management” in International Journal of Engineering & Technology, 7 (3.29)(2018) 684-687[Published in Open Access Journal DOI:10.14419/ijet.v7i4.29.21639,https://www.openacessjournal.com/abstract/49
  1. JC Sekhar, Ch Rajyalakshmi, S Nagaraj, S Sankar, Rajesh Saturi, A Harshavardhan “Deep generative adversarial networks with marine predators algorithm for classification of Alzheimer’s disease using electroencephalogram” in Journal of King Saud University-Computer and Information Sciences, Volume 35, Issue 10, in 2023/12/1
  2. Jagan; Ashok, Rachapalli; Ch Rajyalakshmi; Sandip kumar Das; A. Yasmine Begum; Veduri Veera Prasad “AI-Driven Development of Smart Grid Infrastructure with Self-Healing Capabilities and Edge and Fog Computing” in SSRN Electronic Journal 2024.DOI: 10.2139/ssrn.5065494.
  1. Ch Rajyalakshmi; K. Sanjeevaiah; Bibin K Jose; P. Venkateswarlu Reddy; Chintalapudi Anil “ Hyperspectral Image: A Fusion-Based Extraction and Classification Utilizing Centernet Technique” in International Journal of Image and Graphics 2025-06-19 DOI: 1142/S0219467827500355.
  1. Mallika, S.S.; Sarada, C.H.; Mantri, G.; Bommu, A.K.; Rajyalakshmi, C.H. “CHESTX-PNEUMONET: OPTIMIZED CNN WITH NOVEL LOSS FUNCTION FOR PNEUMONIA DETECTION” in Journal of Theoretical and Applied Information Technology in 2025. Part of ISSN: 19928645 18173195.
  1. Dr K Madan Mohan1,Dr.Ch.Rajyalakshmi2, Dr.Rajesh Saturi3,Dr.T Mamatha4,Dr. Rajesh,Gundla5,M. Sreelaxmi6 “Language Translation And Transliteration Using Natural Language Proscessing(Nlp)” in International Journal of Environmental Sciences.ISSN: 2229-7359, Vol. 11 No. 15s,2025.https://theaspd.com/index.php
  1. Ambati Sahithi, Bejugam Sai Teja, Chikili Vishwas Shastry, Chedurupally Venugopal, CH Rajyalakshmi, “Enhancing object detection and tracking from surveillance video camera using YOLOv8” in 2023 International Conference on Recent Advances in Information Technology for Sustainable Development (ICRAIS) in 2023/11/6. DOI: 1109/icrais59684.2023.10367122
  2. Bhavya Gali, Tejashwi Jaina, Gourav Katpally, Gowtham Kankipati, Rajyalakshmi , “Image Based Plant Disease Detection Using Computer Vision” in 2024 Fourth International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies (ICAECT) in 2024/3/21. DOI: 10.1109/icaect60202.2024.10468857
  3. J Avanija, C Rajyalakshmi, K Reddy Madhavi, B Narendra Kumar Rao” Enabling Smart Farming Through Edge Artificial Intelligence (AI)” in Agriculture and Aquaculture Applications of Biosensors and Bioelectronics in 2024-04-26. DOI: 10.4018/979-8-3693-2069-3.ch004
  4. Dakey Bhavya Sree; Garnepudi Akanksha; Donthula Thanusri;  Rajya Lakshmi; K. Chandana; Jukanti Shreeya “AgriFusion: Crop Recommendation System using Ensemble Learning Methods “in 2023 4th International Conference on Intelligent Technologies (CONIT) in 2024-06-21 . DOI: 10.1109/conit61985.2024.10626639
  5. Podduturi Sricharitha, Pola Sai Prajwala, Polina Pranav Manikanta, Nenavath Sri Sowmya, Ch Rajyalakshmi “Sustainable Solutions: Enhancing Tree Enumeration for Informed Land Use Decisions” in 2024 3rd International Conference for Advancement in Technology (ICONAT) in 2024/9/6. DOI: 1109/ICONAT61936.2024.10774942
  6. Rajyalakshmi, C.; Rajeswara Rao, R.; Mahalakshmi, V.; Jugunta, S.B.; Reddy Madhavi, K.; Shanthi, S. “A Fog-Based Security Framework for Smart Agriculture “ In Lecture Notes in Networks and Systems 2025 in 2025. DOI: 1007/978-3-031-78946-5_49
  7. Rajyalakshmi, C.; Sahithir, C.; Chaitanya, D.; Manisha, K.; Jaya Deepika, K. “Quick Wited Security System” in Lecture Notes in Networks and Systems 2025 . DOI: 1007/978-3-031-78928-1_31
  8. Rajyalakshmi, C.; Varsha, G.S.; Teja, G.V.; Bhargavi, D.; Madhavi, K.R.; Galety, M.G. “Real Time Face Mask Detector” in Lecture Notes in Networks and Systems 2025DOI: 1007/978-3-031-78937-3_23
  9. Spoorthi, C.S.; Bhutada, S.; Kakulapati, V.; Deekshitha, T.; Rajyalakshmi, C.” Spam Discovery in IoT Devices Using Time Series Data” in Lecture Notes in Networks and Systems 2025 . DOI: 1007/978-981-96-1264-2_20
  10. Ch.Rajyalakshmi, et.al “Enhancing Object Detection and Tracking from Surveillance Video Camera Using YOLOv8” in 2023 International Conference on Recent Advances in Information Technology for Sustainable Development (ICRAIS) IEEE Xplore: 27 December 2023 DOI: 10.1109/ICRAIS59684.2023.10367122
  11. Ch.Rajyalakshmi, et.al, “Image Based Plant Disease Detection Using Computer Vision” in IEEE Xplore: 21 March 2024, DOI: 10.1109/ICAECT60202.2024.10468857,published in ICAECT 2024
  12. Ch.Rajyalakshmi et.al “AgriFusion: Crop Recommendation System using Ensemble Learning Methods” in “IEEE 2024 4th International Conference for Intelligent Technologies (CONIT), Hubballi, Karnataka, India presentation on June 21st to 25th ..2024.
  13. Intrusion Tolerant Architecture Using Proxy Networks by CH.Rajyalakshmi in ICNEAC-2011.
  14. Analyzing the Detection of Active attacks in Manets by ch.rajyalakshmi,U.Suresh In NCRTCST- 2013.
  15. Storage security Issues in Cloud computing by CH.Rajyalakshmi ,l.pallavi in NCRTCST-2013.
  16. Intrusion Tolerant architecture using proxy networks by CH.Rajyalakshmi in NCRTINS-2010.
  17. Ch. Rajya Lakshmi ,Dr. K.Rammohan Rao, Dr. R.Rajeswara Rao”Analyzing the Extraction of Various features from Multispectral Satellite Data and Generation of quick alerts for Emergency Management” in 2nd International conference on Science, Technology & Management (ICSTM-2017)at The Institution of Electronics and Telecommunication Engineers, Osmania University Campus, Hyderabad, India on 15th October 2017,ISBN:978-81-934288-7-0
  1. Ch.Rajyalakshmi, Reviewed a journal title is “High Resolution Object-Based Mapping of Shallow Water Benthic Habitats Using Drone Imagery in the Gorontalo Bay Marine Conservation Area, Dulanga Beach, Gorontalo Regency”in Asian Journal of Fisheries and Aquatic Research Certificate No: PRAJFAR143345CH .For the Academic Year: 2025-2026
  2. Ch.Rajyalakshmi, Reviewed a journa in International Journal of Environment and Climate Change with Certificate No: PRIJECC129324CH

  1. Ch. Rajyalakshmi et.al Enabling Smart Farming Through Edge Artificial Intelligence (AI) in 2024-04-26  in IGI Global DOI: 10.4018/979-8-3693-2069-3.ch004

  2. Rajyalakshmi, Ch.; Rao, K. Ram Mohan; Ramisetty, Rajeswara Rao A review of fog and edge computing with big data analytics in HANDBOOK OF BIG DATA ANALYTICS, VOL. 1 in 2021 | Journal article WOSUID: WOS:000752483600012
  • Ch. Rajyalakshmi et.al  “Machine Learning” with ISBN -978-81-967266
  1. TEXT IDENTIFICATION FROM A GIVEN IMAGE  Patent No. 202441009540, Filed  13/2/2024,Published 8-3-2024.
  2. A decentralized Privacy-preserving Multi-Instance Iris Authentication Device (DPMIAD) Patent No. 202141019089 , Filed 2021-04-26,Published 2021-05-07
  3. A System for Infallible Smart Seating Management in LRRT Commercial – Passenger VehiclesPatent No. 202241045968, Filed 2022-08-12,Published 2022-08-26
  4. AN ERGONOMIC AND SECURE AUTOMOTIVE SEATING CONFIGURED APPAREL FOR TODDLERS AND CHILDREN, Patent No. 202241039525, Filed 2022-07-09,Published 2022-07-15
  1. Successfully completed a course “ Introduction to Machine Learning” during October 2018 with 60% score and Elite Grade
  2. Successfully completed a course “ Database Management Systems” during April 2019 with 64% score and Elite Grade
  3. Successfully completed a course “ Computer Organization” during April 2020 with 80% score
  1. Attended FDP on “HADOOP Hortonworks” on 13h – 17th March, 2018 organized by Department IT Department,BVRIT,Narsapur
  2. Attended Faculty Development Programs on “CLOUD COMPUTING” organized by Department CSE, BVRIT, Narsapur association with E&ICT NIT Warangal from 29th March to 03rd April 2018.
  3. Attended NASSCOM Data Analytics Course during 20-24, March,2018 at VEDIC campus.
  4. Attended Introduction to Python Programming from 17-4-2019 to 22-4-2019 Conducted by Microsoft at BVRIT Narsapur.
  5. AICTE – ISTE sponsored FDP on “Refresher Course on Programming, Data Structures and Algorithms implementation using Python” from 16 Jul 2018 to 21 July 2018
  6. One Week Faculty Development Program on”Advanced Deep Learning Techniques” from 11th December to 15th December 2019.
  7. Faculty Development Program on Database Design and Programming with SQLinitiated by TASK in association with Oracle Academy from 10th February 2020 to 14th February
  8. National Level ONE-WEEK FDP on “PHP and MySQL” in Association with IIT-BOMBAY(Remote Learning through Spoken Tutorial IIT-Bombay
  9. One Week National Level Online Faculty Development Program on “Introduction to Artificial Intelligence and Machine Learning” to be held from 25th to 30th May 2020 in association with CSI-Hyderabad. 
  10. Online FDP on “Python 3.4.4 & Python Django” (Dated: 08th – 13th June 2020) Conducted by Development of Computer Science and Engineering, CMR Engineering College, Hyderabad-501401, Telangana in asscociation with spoken tutorial, IIT Bombay.

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