Assistant Professor |
B.E/B.Tech: B.Tech, ECE, Nagarjuna University,2002
M.E/M.Tech: M.Tech, DECS, JNTUH,2008
PhD:Signal and Image Processing, LPU, Pursuing
Teaching Experience: 17 years
Industrial experience: —
AICTE ID: 1-456553455
SVECW ECAP ID: 413
Vidwan ID: 150327
Ratification Status: Ratified
- PG Projects: 03
- UG Projects: 25
- Number of journals published: 08
- Number of conferences attended :09
- Guest lecturers delivered: 01
ISTE (LM 65890)
IETE (M – 223319)
IE (M – 158151 – 6)
- Signal and Image Processing
Machine Learning and Deep Learning
- Krishna, D.M., Sahu, S.K., Raju, G. (2023). Enhanced skin cancer classification through a hybrid optimized approach: Deep echo network machine utilizing pelican-optimized deep Kohonen features. Traitement du Signal, Vol. 40, No. 6, pp. 2455-2469 https://doi.org/10.18280/ts.400611
- Doma, M. K., Padmanandam, K., Tambvekar, S., K., K. K., Abdualgalil, B., & Thakur, R. N. (2022). Artificial Intelligence-Based Breast Cancer Detection Using WPSO. International Journal of Operations Research and Information Systems (IJORIS), 13(2), 1-16. http://doi.org/10.4018/IJORIS.306195
- Pavani Akhila Sree1, D.Murali Krishna, “ Dual Edge Triggered Flip-Flops Based On C- Element Using Dual Sleep and Dual Slack Techniques”, IOSR Journal of Electronics and Communication Engineering (IOSR-JECE) e-ISSN: 2278-2834,p- ISSN: 2278-8735.Volume 12, Issue 5, Ver. I (Sep.- Oct. 2017), PP 85-9.
- Swathi Samanthapudi, Murali Krishna D, “Design of Approximate Multiplier Architecture Using Static Segment Method for Audio Signals”, International Journal of Modern Engineering Research, ISSN(P): 2249–6645 6, Issue 8, Ver 2 , August 2016.
- Swathi Samanthapudi, Murali Krishna D, “Efficient Multiplication for the DSP Applications using Static Segment Method”, International Journal of Engineering Research in Electronics and Communication Engineering (IJERECE),Vol 3, Issue 8, August 2016.
- Pushpa Kotipalli , Murali Krishna Doma, “Concentration Building system for children with attention deflect hyperactivity disorder”, International Journal of Smart Home, ISSN: 1975-4094, Vol. 10, No.11,(2016),pp 147- 156.
- S.Krishna Priya, D.Murali Krishna, “Pipelined Parallel FFT Architecture Through Folding Transformation”, International Journal of Scientific Engineering and Technology Research, ISSN 2319-8885 Vol.03,Issue.39 November-2014, Pages:7970-7973
- Pushpa Kotipalli , Murali Krishna Doma, “Carrier Frequency offset Estimator For OFDMA Mode of WMAN”, International Journal of Electronics, Communication & Instrumentation Engineering Research and Development, ISSN(P): 2249-684X; ISSN(E): 2249-7951 Vol. 4, Issue 2, Apr 2014, pp.93-106
- Krishna, D.M., Sahu, S.K., Raju, G.S. (2022). DTLNet:Deep transfer learning-based hybrid model for skin lesion detection and classification. In 2022 2nd Asian Conference on Innovation in Technology (ASIANCON), Ravet, India, pp. 1-8.
https://doi.org/10.1109/ASIANCON55314.2022.9909252 - Krishna,D.M.,Sahu,S.K.,Raju,G.S.(2021).MLRNet:Skin lesion segmentation using hybrid Gaussian guidedfilter with CNN. In 2021 5th International Conference on Electronics, Communication and Aerospace Technology (ICECA),Coimbatore,India,pp.1337-1343.https://doi.org/10.1109/ICECA52323.2021.9676020
- Krishna, D.M., Sahu, S.K., Raju, G.S. (2021). MLRNet:Skin lesion segmentation using hybrid Gaussian guided filter with CNN. In 2021 5th International Conference on Electronics, Communication and Aerospace Technology (ICECA), Coimbatore, India, pp. 1337-
1343.https://doi.org/10.1109/ICECA52323.2021.9676020 - Pushpa Kotipalli, E. R. Praveen Kumar, M. A. S. Mohan Raju and D. Murali Krishna “Supportive Communication System for the Elderly Disabled People”, C. Satapathy et al. (eds.), Smart Intelligent Computing and Applications, Smart Innovation, Systems and Technologies 104, © Springer Nature Singapore Pte Ltd. 2019.
- Pavani Akhila Sree, D. Murali Krishna, “Implementation of New Low Glitch and Low Power dual Edge Triggered Flip-Flops Using Multiple C-Elements”, International Conference on New Frontiers of Engineering, Science, Management and Humanities (ICNFESMH-2017).
- Swathi Samanthapudi, Murali Krishna D, “Efficient Multiplication for the DSP Applications using Static Segment Method”, International Conference on research Challenges in Engineering and Technology on 18-19 August, 2016.
- S.Krishna Priya, D.Murali Krishna, “Pipelined Parallel FFT Architecture through Folding Transformation”, International Conference On Current Innovations In Engineering And Technology, ISBN: 978-1502851550, pp 72-77
- Suvarnasusi, D.Murali Krishna, “To Improve Register File Integrity against Soft Errors Using Self-Immunity Technique”, International Conference on Electronics & Communication Engineering, ISBN:978-93-82208-09-9, 12thAugust, 2012
- D.Murali Krishna, “Speech training system for hearing challenged people”, National conference on assistive technology, during 29-31 July 2011, pp 108-110.
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Mentor – INNOTHON 2021- A National Level Hackathon
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Courseera
- AI for Everyone
- Image Compression by K Means Clustering
- Introduction to HTML
- Introduction to Programming with MATLAB
- Introduction to TCPIP
- Programming for Everybody-Python
- Python Basics
IIT Bombay
- LaTeX101x: LaTeX for Students, Engineers, and Scientists
- Signals and Systems
NPTEL
- Microprocessors and Interfacing
- Discrete Time Signal Processing
- Conducted a Five day Workshop on “Signal Processing:: Hands on Experience” organized by the Department of Electronics & Communication Engineering, SVECW (A) during 19th– 23rd Dec, 2017.
- Medhamilan – 2014 & 2016
- Participated in 5 Day’s Online International Faculty Development Program on Data Analyst organized by Andhra Pradesh State Skill Development Corporation (APSSDC) in Collaboration with ExcelR from 19-06-2023 to 23-06-2023.
- Participated in 5 Day’s Faculty Development Program on “Power of Visualization in Analytics” organized by BVRIT HYDERABAD College of Engineering for Women, during 16-08-2023 to 21-08-2023.
- Participated in short term training program on “Introduction to AI and Machine Learning” conducted by NITTR, Bhopal from 07-08-2023 to 11-08-2023.
- Participated in Three Day Online Faculty Development Program on “Applications of Deep Learning Techniques to 5G and Beyond 5G Wireless Communication Technologies” conducted by Department of Electronics and Communication Engineering at Bapatla Engineering College, Bapatla from 19/09/2022 to 21/09/2022.
- Participated in Three Day workshop on “Emerging Learning Methods and Systems” jointly organized by IIT Tirupati and University of Agder (UiA), Norwayis from 15/07/2022 to 17/07/2022.
- Participated in Five-Day National e-Workshop on “Medical Image
Analysis using Artificial Intelligence (MIAAI-2023)” jointly organized by the Center For Medical Imaging Studies (CMIS) under the Department of Electronics and Communication Engineering, Gayatri Vidya Parishad
College of Engineering (Autonomous), Visakhapatnam, and Sankar Foundation Eye Hospital and Institute, Visakhapatnam during 24/04/2023 to 28/04/2023. - Participated in two weeks (40 hours) online Faculty Development Programme on “Deep Learning & Applications (Parallel Architectures)” jointly
organized by the Electronics and ICT Academies at IIT Guwahati, IIT Kanpur, IIT Roorkee, MNIT Jaipur, NIT Patna, NIT Warangal and
PDPM IIITDM Jabalpur during 23/08/2021 to 03/09/2021. - Participated in Five Day Faculty Development Program on “Artificial
Intelligence” organized by Microsoft India & SAP India l under TechSaksham Program from “31/01/2022 to 04/02/2022. - Participated in 40 hour online faculty development programe on “Computer Vision and Machine Learning Applications” sponsored by MeitY, GOI, organized by E&ICT Academy, NIT Warangal and Department of ECE, RIT from 10/12/2021 to 19/12/2021.
- Participated in one week Online Faculty Development Program (FDP)
on “Soft Computing Techniques and Hands on with MATLAB” organized by department of ECE, AITM, Tekkali from 09/05/2022 to 13/05/2022. - Participated in One Week Webinar Series-21 Program on
Recent Advancements of Soft Computing Techniques in Applied Electronics ” (RASTE-21) from 06.2021 to 19.06.2021 organized by Department of Electronics and Communication Engineering, in Technical Collaboration with IEEE Student Branch, Annamacharya Institute of Technology and Sciences, Rajampet. - Participated in one-week online AICTE STTP on “Machine Learning on recent Trends and Applications phase-I” from 10.05.2021 to 15.05.2021 organized by department of ECE, SRIT, Ananthapuram, Andhra Pradesh.
- Participated in one-week online AICTE STTP on “Machine Learning on recent Trends and Applications phase-II” from 24.05.2021 to 29.05.2021 organized by department of ECE, SRIT, Ananthapuram, Andhra Pradesh.
- Participated in Two Day Virtual Workshop from 11-01-2021 to 12-01-2021 on Scope of Innovation in Engineering & Technology’ organized by IIC of Greater Kolkata College of Engineering & Management.
- Participated in One Week Online Faculty Development Program on”Advanced Antenna Design Using HFSS” Organized by Department of ECE ,Santhiram Engineering College ,Nandyal in collaboration with Vardhaman College of Engineering ,Hyderabad from 12-05-2020 to 17-05-2020.
Department level:
- Time Tables Co-ordinator
- Co-coordinator, NBA & NAAC
- Exam cell Activities
- Academic Activities
