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Dr. Prabira Kumar Sethy » SUIIT Index

Dr. Prabira Kumar Sethy

Assistant Professor SUIIT/Sambalpur UniversityElectronics & Communication Engineering
Cell Phone: 9439489214 Website: Personal Website
Photo of Dr. Prabira Kumar Sethy

Biographical Info

  • Educational Qualification
    1. B.E.(Electronics and Telecommunication Engineering) – B.P.U.T.
    2. M.Tech(Communication Engineering)- IIT-ISM, Dhanbad
    3. Ph.D (Electrical and Electronics Engineering) – SAMBALPUR UNIVERSITY
  • Achievements:
    • UGC-NET- 2014 (June and December)
    • GATE -2007
  • Experience:
    • Teaching: 9 yrs
    • Research: 5 yrs
    • Industry-4 yrs
  • Area of Specialization:
    • Image Processing; Machine Learning; Deep Learning
  • Professional Membership: IEEE Senior Member, Society for Imaging Informatics in Medicine (SIIM)
  • EDITORIAL BOARD MEMBER
  1. Editorial Board Members in International Journal of Electrical and Computer Engineering (IJECE). ISSN: 2088-8708. Scopus Indexed (Q2).
  2. Editorial Board Member in Ingénierie des Systèmes d’Information. IIETA. ISSN: 1633-1311 (print); 2116-7125 (online). Scopus Indexed (Q2)

 

  • Subjects Taught: Digital Image Processing, Analog and Digital Communication, Signal and System
  • Guidance
    • B.Tech: 20
    • M.Tech/MCA/MSc/M.Phil: 15
    • Ph.D: Awarded(00), Submitted (00), Continuing(03)
  • Training/Workshop: 30
  • Number of Journals: 57
  • JOURNAL PUBLICATIONS
SCI Journal Publication:
PK Sethy*, SK Behera (2021). Categorization of Common Pigmented Skin Lesions (CPSL) using Multi-Deep Features and Support Vector Machine. Journal of Digital Imaging, Springer (SCI Indexed) (Accepted). Preprint available: Research Square: DOI: 10.21203/rs.3.rs-136988/v1.
PK Sethy*, SK Behera (2022). Automatic Classification with Concatenation of Deep and Handcrafted Features of Histological Images for Breast Carcinoma Diagnosis. Multimedia Tools and Applications, Springer. DOI : 10.1007/s11042-021-11756-5 (SCI Indexed)
PK Sethy*, C. Pandey, YK Sahu, SK Behera (2021). Hyperspectral imagery applications for precision agriculture – a systemic survey. Multimed Tools Appl. https://doi.org/10.1007/s11042-021-11729-8
S Panigrahi, SK Behera, PK Sethy (2021). Time Series Forecasting of Agricultural Products using Hybrid Methods. Applied Artificial Intelligence, Taylor Francis. https://doi.org/10.1080/08839514.2021.1981659 (SCI Indexed)
PK Sethy*, SK Behera (2021). A Data Constrained Approach for Brain Tumour Detection using Fused Deep Features and SVM. Multimedia Tools and Applications, Springer. 10.1007/s11042-021-11098-2 (SCI Indexed)
SC Rajpoot, C Pandey*, PK Sethy, PS Rajpoot and Prof. SK Singhai (2020). A Dynamic- SUGPDS model for Faults Detection and Isolation of Underground power cable based on Detection and Isolation Algorithm and Smart Sensors. Journal of Electrical Engineering & Technology, Springer. https://doi.org/10.1007/s42835-021-00715-7 (SCI Indexed)
SK Behera, AK Rath, PK Sethy* (2021). Fruits Yield Estimation using Faster R-CNN with MIoU. Multimedia Tools and Applications, Springer. https://doi.org/10.1007/s11042-021-10704-7 (SCI Indexed).
PK Sethy, C Pandey*, Dr. M.R. Khan, SK Behera, Vijaykumar K and S Panigrahi (2021). A Cost-Effective Computer-Vision Based Breast Cancer Diagnosis. Journal of Intelligent and Fuzzy Systems, vol. 41, no. 5, pp. 5253-5263, 2021, IOS Press. DOI: 10.3233/JIFS-189848 (SCI Indexed).
R Pradhan, MR Khan, PK Sethy and SK Majhi (2021). QALO-MOR: Improved Antlion Optimizer Based on Quantum Information Theory for Model Order Reduction. Journal of Intelligent and Fuzzy Systems, IOS Press. DOI: 10.3233/JIFS-189894 (SCI Indexed)
PK Sethy*, SK Behera, A Komma, C Pandey and M.R. khan (2020).  Computer aid screening of COVID-19 using X-ray and CT scan images: An inner comparison. Journal of X-Ray Science and Technology. 1 Jan.2021: 1 – 14. DOI: 10.3233/XST-200784. (SCI Indexed)
PK Sethy, SK Behera*, N Kannan, S Narayanan, and C Pandey. “Smart Paddy Field Monitoring System Using Deep Learning and IoT.” Concurrent Engineering, (January 2021). https://doi.org/10.1177/1063293X21988944. (SCI Indexed)
SK Behera, PK Sethy*, SK Sahoo, S Panigrahi, and SC Rajpoot. “On-Tree Fruit Monitoring System Using IoT and Image Analysis.” Concurrent Engineering, (February 2021). https://doi.org/10.1177/1063293X20988395. (SCI Indexed)
S Panigrahi, R M Pattanayak, PK Sethy, SK Behera (2020). Sunspot Time Series Forecasting using a Hybrid Ensemble of ARIMA, ETS and SVM. Solar Physics 296, 6 (2021). https://doi.org/10.1007/s11207-020-01757-2  (SCI Indexed)
N Kumar, R Kumar, G Murmu, PK Sethy*. Extraction of Melody from Polyphonic Music using Modified Morlet Wavelet. Microprocessors and Microsystems: 103612. DOI: 10.1016/j.micpro.2020.103612 (SCI Indexed)
PK Sethy*, NK Barpanda, AK Rath, SK Behera (2020). Deep Feature Based Rice Leaf Disease Identification using Support Vector Machine. Computers and Electronics in Agriculture, Elsevier. https://doi.org/10.1016/j.compag.2020.105527.  (SCI Indexed)
SK Behera, AK Rath, A Mahapatra, PK Sethy*(2020). Identification, classification & grading of fruits using machine learning & computer intelligence: a review. Journal of Ambient Intelligence and Humanized Computing. Springer. DOI: https://doi.org/10.1007/s12652-020-01865-8.  (SCI Indexed)
PK Sethy*, NK Barpanda, AK Rath, SK Behera (2020). Nitrogen Deficiency Prediction of Rice Crop Based on Convolutional Neural Network. Journal of Ambient Intelligence and Humanized Computing. Springer. DOI: https://doi.org/10.1007/s12652-020-01938-8.  (SCI Indexed)

 

Scopus/ WoS Journal Publication:
Dayal Kumar Behera, Madhabananda Das, Subhra Swetanisha, Prabira Kumar Sethy* (2021). Hybrid Model for Movie Recommendation System using Content K-Nearest Neighbors and Restricted Boltzmann Machine. Indonesian Journal of Electrical Engineering and Computer Science. DOI: 10.11591/ijeecs.v23.i1.pp445-452 (Scopus Indexed)
PK Sethy*, M Panigrahi, Vijay Kumar (2021). Machine Learning based Classification of EEG Signal for Detection of Child Epileptic Seizure without Snipping. International Journal of Speech Technology. https://doi.org/10.1007/s10772-021-09855-7 (Scopus, ESCI Indexed)
PK Sethy*, NK Barpanda, AK Rath, SC Rajpoot (2020). Rice (Oryza Sativa) panicle blast grading using support vector machine based on deep features of small CNN. Archives of Phytopathology and Plant Protection. https://doi.org/10.1080/03235408.2020.1869386  (Scopus and WoS Indexed)
S Kumar, S Singh, P Agarwal, U Acharya, PK Sethy*, C Pandey (2020). Speech quality evaluation for different pitch detection algorithms in LPC speech analysis–synthesis system. International Journal of Speech Technology, Springer. https://doi.org/10.1007/s10772-020-09765-0 (Scopus Indexed)
SK Behera, AK Rath, and PK Sethy*(2020). Fruit Recognition using Support Vector Machine based on Deep Features. Karbala International Journal of Modern Science; 6(2): 234-245. https://doi.org/10.33640/2405-609X.1675.  (Scopus Indexed)
SK Behera, AK Rath, and PK Sethy*(2020). Maturity Status Classification of Papaya Fruits based on Machine Learning and Transfer Learning Approach. Information Processing in Agriculture, Elsevier. https://doi.org/10.1016/j.inpa.2020.05.003 (Scopus Indexed)
PK Sethy*, SK Behera, PK Ratha, P Biswas (2020). Detection of coronavirus (COVID-19) based on Deep Features and Support Vector Machine. International Journal of Mathematics, Engineering and Management Science; 5(4):643-651. DOI: https://doi.org/10.33889/IJMEMS.2020.5.4.052 (Scopus Indexed)
PK Sethy*, NK Barpanda, AK Rath, SK Behera (2020). Image Processing Techniques for Diagnosing Rice Plant Disease: A Survey. Procedia Computer Science, Elsevier; 167:516-530. DOI: https://doi.org/10.1016/j.procs.2020.03.308 (Scopus Indexed).
PK Sethy*, NK Barpanda, AK Rath, SK Behera (2020). Rice False Smut Detection based on Faster R-CNN. Indonesian Journal of Electrical Engineering and Computer Science;9(3). DOI: http://doi.org/10.11591/ijeecs.v19.i3.pp%25p (Scopus Indexed).

 

Book Chapter:
C Pandey*, PK Sethy, SK Behera, J Vishwakarma and V Tande (2020). Smart Agriculture: Technological Advancements on Agriculture- A Systematical Review. Book Titled- Deep Learning for Sustainable Agriculture, Elsevier. https://doi.org/10.1016/B978-0-323-85214-2.00002-1
PK Sethy*, S Gouda, NK Barpanda, AK Rath (20). Detection of White Ear-Head of Rice Crop Using Image Processing and Machine Learning Techniques. In: Elçi A., Sa P., Modi C., Olague G., Sahoo M., Bakshi S. (eds) Smart Computing Paradigms: New Progresses and Challenges. Advances in Intelligent Systems and Computing, vol 766. Springer, Singapore. DOI: https://doi.org/10.1007/978-981-13-9683-0_10 (Scopus Indexed)
PK Sethy, B Routray, SK Behera (2019). Detection and Counting of Marigold Flower Using Image Processing Technique. In: Biswas U., Banerjee A., Pal S., Biswas A., Sarkar D., Haldar S. (eds) Advances in Computer, Communication and Control. Lecture Notes in Networks and Systems, vol 41. Springer, Singapore, DOI: https://doi.org/10.1007/978-981-13-3122-0_9 (Scopus Indexed)
SK Behera, S Sangita, A Rath, PK Sethy (2019). Automatic Classification of Mango Using Statistical Feature and SVM. In: Biswas U., Banerjee A., Pal S., Biswas A., Sarkar D., Haldar S. (eds) Advances in Computer, Communication and Control. Lecture Notes in Networks and Systems, vol 41. Springer, Singapore. DOI: https://doi.org/10.1007/978-981-13-3122-0_47. (Scopus Indexed)
PK Sethy, A Bisoi, GR Panigrahi, SK Behera (2019). Detection and Identification of Downy Mildew Diseased Leaf of Cucurbita Pepo (Pumpkin) Using Digital Image Processing. In: Abraham A., Dutta P., Mandal J., Bhattacharya A., Dutta S. (eds) Emerging Technologies in Data Mining and Information Security. Advances in Intelligent Systems and Computing, vol 814. Springer, Singapore. DOI: https://doi.org/10.1007/978-981-13-1501-5_30 (Scopus Indexed)
SK Behera, JJ Jena, AK Rath, PK Sethy (2019). Horticultural Approach for Detection, Categorization and Enumeration of On Plant Oval Shaped Fruits. In: Abraham A., Dutta P., Mandal J., Bhattacharya A., Dutta S. (eds) Emerging Technologies in Data Mining and Information Security. Advances in Intelligent Systems and Computing, vol 813. Springer, Singapore. DOI: https://doi.org/10.1007/978-981-13-1498-8_7 (Scopus Indexed)
JJ Jena, SK Behera, PK Sethy, AK Rath (2019). Detection and Categorization of On Plant Prunus Persica: A Novel Approach. In: Saini H., Sayal R., Govardhan A., Buyya R. (eds) Innovations in Computer Science and Engineering. Lecture Notes in Networks and Systems, vol 32. Springer, Singapore. DOI: https://doi.org/10.1007/978-981-10-8201-6_38 (Scopus Indexed)
PK Sethy, GR Panigrahi, NK Barpanda, SK Behera, AK Rath (2018). Application of Soft Computing in Crop Management. In V. Bhateja et al. (eds.), Intelligent Engineering Informatics, Advances in Intelligent Systems and Computing, Vol 695. Springer Singapore. DOI: https://doi.org/10.1007/978-981-10-7566-7_64 (Scopus Indexed)
PK Sethy, B Negi, NK Barpanda, SK Behera, AK Rath (2018). Measurement of Disease Severity of Rice Crop Using Machine Learning and Computational Intelligence. In: Cognitive Science and Artificial Intelligence. Springer Briefs in Applied Sciences and Technology. Springer, Singapore. DOI: https://doi.org/10.1007/978-981-10-6698-6_1 (Scopus Indexed)

 

 

International Conferences Publications:
L Jena, SK Behera, PK Sethy*. Identification of Wheat Grain Using Geometrical Feature and Machine Learning. IEEE 2nd International Conference of Emerging Technologies (INCET-2021) organized by JAIN COLLEGE OF ENGINEERING & TECHNOLOGY, Belgaum Karnataka, INDIA
C Pandey, PK Sethy, SK Behera, J Vishwakarma, SC Rajpoot and B Nayak. An Automated Chilli Yield Estimation Approach Based on Image Processing. 4th International Conference on Recent Trends in Communication & Electronics (ICCE-2020), KIET Group of Institutions, Delhi-NCR, Meerut Road (NH-58), Ghaziabad. (Scopus Indexed)
PK Sethy, C Pandey, SC Rajpoot, SK Behera, M.R. Khan. Block Chain: IoT Security, Privacy and Resource Challenges. 4th International Conference on Recent Trends in Communication & Electronics (ICCE-2020), KIET Group of Institutions, Delhi-NCR, Meerut Road (NH-58), Ghaziabad. (Scopus Indexed)
C Pandey*, PK Sethy, SK Behera, SC Rajpoot, B Pandey and P Biswas. Evaluation of Transfer Learning Model for Mango Recognition. In Third International Conference on Soft Computing and Signal Processing (ICSCSP-2020), Hyderabad, 2020.
C. Pandey*, P. K. Sethy, P. Biswas, S. K. Behera and M. R. Khan, “Quality Evaluation of Pomegranate Fruit using Image Processing Techniques,” 2020 International Conference on Communication and Signal Processing (ICCSP), Chennai, India, 2020, pp. 0038-0040, doi: 10.1109/ICCSP48568.2020.9182232.
P Biswas, S Rathore. M.R. Khan, PK Sethy. A Novel Approach of Digital Communication using 256QAM and Raised Cosine Filter. In IEEE International Conference on Communication and Signal Processing (ICCSP), Chennai, 2020.
SK Behera, L Jena, AK Rath and PK Sethy (2018). Disease Classification and Grading of Orange Using Machine Learning and Fuzzy Logic. In IEEE International Conference on Communication and Signal Processing (ICCSP), Chennai, 2018, pp. 0678-0682. (DOI: 10.1109/ICCSP.2018.8524415)
SK Behera, N Mishra, PK Sethy, AK Rath (2018). On-Tree Detection and Counting of Apple Using Color Thresholding and CHT. In IEEE International Conference on Communication and Signal Processing (ICCSP), Chennai, 2018, pp. 0224-0228. (DOI: 10.1109/ICCSP.2018.8524363)
S Lal, SK Behera, PK Sethy, AK Rath (2017). Identification and counting of mature apple fruit based on BP feed forward neural network. In IEEE Third International Conference on Sensing, Signal Processing and Security (ICSSS), Chennai, 2017, pp. 361-368. (DOI:10.1109/SSPS.2017.8071621)
PK Sethy, K Pradhan, SK Behera (2016). A security enhanced approach for video Steganography using K-Means clustering and direct mapping. In IEEE International Conference on Automatic Control and Dynamic Optimization Techniques (ICACDOT), Pune, 2016, pp. 618-622. (DOI: 10.1109/ICACDOT.2016.7877660)
PK Sethy, L Panda, SK Behera (2016). Ann based image restoration in approach of multilayer perceptron. In IEEE International Conference on Inventive Computation Technologies (ICICT), Coimbatore, 2016, pp. 1-4. (DOI: 10.1109/INVENTIVE.2016.7824906)
CK Sahu, PK Sethy (2016). A novel technique for embedding audio in audio to ensure secrecy. In IEEE International Conference on Communication and Signal Processing (ICCSP), Melmaruvathur, 2016, pp. 0083-0085. (DOI: 10.1109/ICCSP.2016.7754448)
PK Sethy, PR Mishra, SK Behera (2015). An Introduction to Terahertz Technology, Its History, Properties and Application. Intern. conf. on computing and communication.
M Panda, PK Sethy (2014). Network structure based protocols for Wireless Sensor Networks,” 2014 International Conference on Advances in Engineering & Technology Research (ICAETR – 2014), Unnao, 2014, pp. 1-10. (DOI: 10.1109/ICAETR.2014.7012948)
B Maity, PK Sethy, K Bandyopadhyay (2012). Design of a single balanced diode mixer with high LO/RF and LO/IF isolation in C-band test loop translator.  In IEEE International Conference on Advanced Communication Control and Computing Technologies (ICACCCT), Ramanathapuram, 2012, pp. 14-17. (DOI: 10.1109/ICACCCT.2012.6320725)

 

Sponsored R & D Projects

Project Details
Title: Deep Learning-based automatic classification of histological images for breast cancer diagnosis

Principal Investigator: Dr. Prabira Kumar Sethy

Scheme: Faculty Research Scheme, SRIC, Sambalpur University

Funding Agency: Sambalpur University

Amount: Rs. 30,000.00

Title: Yield and Maturity Estimation of Fruits in Deep Learning-based Method

CO-PI: Dr. Prabira Kumar Sethy

Scheme: Faculty Research Scheme, SRIC, Sambalpur University

Funding Agency: Sambalpur University

Amount: Rs. 30,000.00

 

Patents:
Patent Title: “n4riceleaf: AN ANDROID/WEB BASED APPLICATION TO ESTIMATE NITROGEN CONCENTRATION IN RICE CROP”. Granted on dated 19.09.2020. Patent No. 2020102343. Patent Application No. 2020102343.

Source URL: http://pericles.ipaustralia.gov.au/ols/auspat/applicationDetails.do?applicationNo=2020102343

Patent Title: “ENERGY AUDITING FOR IOT SYSTEM SECURITY BY DEEP LEARNING CONVOLUTION NEURAL NETWORK”. Published on dated 04/09/2020. Patent Application No. 202041036196.

Source URL: https://ipindiaservices.gov.in/PublicSearch/PublicationSearch/PatentDetails

Categories: Faculty
Updated 7 months ago.