Signal Processing, Image Processing, Deep Learning, Medical Imaging

1. Sambalpur University as Asst. Prof. (Stage-II), from 23.02.2018 to Till date
2. Sambalpur University as Asst. Prof. (Stage-I) from 23.02.2013 to 22.02.2018
3. Doordarshan as Engineering Assistant from 10.08.2009 to 22.02.2013

Graduate Level	:	1. Image Processing 2. Analog Communication 3. Digital Communication
Post Graduate Level	:	1. Advance Communication Technique 2. Image Processing 3. AI & ML

1. Image Processing, Machine Learning, Deep Learning

Ph.D. Candidates	:	3 Continue
M.Tech./M.Phil. Candidates	:	5

1. Best Research Paper presented award in IEEE International Conference on Communication and Signal Processing (ICCSP-2017), Chennai, India.
2. Best Paper Award for the research paper “Face Mask Detection in Public Places Using Small CNN Models”, in 2nd International Conference on Intelligent and Cloud Computing 2021, organized by Department of Computer Science and Engineering, ITER, SOA University, Bhubaneswar.

1. IEEE Senior Member

1. 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
2. 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

International Publications

2023
1. Shantilata Palei, Santi Kumari Behera*, Prabira Kumar Sethy (2022). A Systematic Review of Citrus Disease Perceptions and Fruit Grading Using Machine Vision. International Conference on Machine Learning and Data Engineering. Procedia Computer Science, Elsevier. https://doi.org/10.1016/j.procs.2023.01.225
2. Baby Barnali Pattanaik, Komma Anitha, Shanti Rathore, Preesat Biswas, Santi Kumari Behera,Prabira Kumar Sethy (2023). Brain tumor magnetic resonance images classification based machine learning paradigms. Contemporary Oncology;26(4):1-7.https://doi.org/10.5114/wo.2023.124612 .
3. Ratha, A.K., Barpanda, N.K., Sethy, P.K., Behera, S.K. (2023). Papaya fruit maturity estimation using Wavelet and ConvNET. Ingénierie des Systèmes d’Information, Vol. 28, No. 1, pp. 175-181. https://doi.org/10.18280/isi.280119.
4. Dash S, Sethy PK, Behera SK. Cervical Transformation Zone Segmentation and Classification based on Improved Inception-ResNet-V2 Using Colposcopy Images. Cancer Inform. 2023 Mar 29;22:11769351231161477. doi: 10.1177/11769351231161477. PMID: 37008072; PMCID: PMC10064461.https://doi.org/10.1177/11769351231161477.
5. Ratha, A.K., Barpanda, N.K., Sethy, P.K., Sharada, G., Behera, S.K. (2023). Computer intelligence-based fruit grading: A review. Revue d'Intelligence Artificielle, Vol. 37, No. 2, pp. 465-474. https://doi.org/10.18280/ria.370223.
2022
6. A Patra, NK Barpanda, PK Sethy, SK Behera (2022). Effect of Microscopy Magnification towards Grading of Breast Invasive Carcinoma: An Experimental Analysis on Deep Learning and Traditional Machine. Ingénierie des Systèmes d’Information, IIETA. https://doi.org/10.18280/isi.270408
7. Gyana Ranjana Panigrahi, Nalini Kanta Barpanda, Komma Anitha, Shanti Rathore, Preesat Biswas, Prabira Kumar Sethy. "Adaptation issues of machine learning in safety digitization". Indonesian Journal of Electrical Engineering and Computer Science. vol.29, no.3, pp.1802-1808,Nov 2022.http://doi.org/10.11591/ijeecs.v29.i3.pp1802-1808,
8. Prabira Kumar Sethy*, S Shanthi, Komma Anitha, Geetha Devi, Preesat Biswas (2022). Breast cancer detection using bimodal image fusion: Thermography and mammography. Oncology and Radiotherapy. 16 (6) 2022: 001-005
9. Ankita Patra, Santi Kumari Behera, Nalini Kanta Barpanda, Prabira Kumar Sethy* (2022). Two-layer deep feature fusion for detection of breast cancer using thermography images. Onkologia and Radiotherapy. Vol.16 Iss.8:6-8
10. Sethy, Prabira Kumar et al. (2022). Lung Cancer Histopathological Image Classification Using Wavelets and AlexNet. Journal of X-Ray Science and Technology, vol. Pre-press, no. Pre-press, pp. 1-11. DOI: 10.3233/XST-221301. (SCI Indexed)
11. PK Sethy*, SK Behera (2022). Categorization of Common Pigmented Skin Lesions (CPSL) using Multi-Deep Features and Support Vector Machine. Journal of Digital Imaging, Springer. DOI: 10.1007/s10278-022-00632-9 (SCI Indexed)
12. 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. Vol. 81, pp. 9631–9643. DOI : 10.1007/s11042-021-11756-5 (SCI Indexed)
13. S Panigrahi, SK Behera, PK Sethy (2021). Time Series Forecasting of Agricultural Products using Hybrid Methods. Applied Artificial Intelligence, Taylor Francis. Vol. 35, No. 15, pp. 1388-1406 https://doi.org/10.1080/08839514.2021.1981659 (SCI Indexed)
2021
14. 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
15. 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
16. S Panigrahi, SK Behera, PK Sethy (2021). Time Series Forecasting of Agricultural Products using Hybrid Methods. Applied Artificial Intelligence, Taylor Francis. Vol. 35, No. 15, pp. 1388-1406 https://doi.org/10.1080/08839514.2021.1981659 (SCI Indexed)
17. PK Sethy*, SK Behera (2021). A Data Constrained Approach for Brain Tumour Detection using Fused Deep Features and SVM. Multimedia Tools and Applications, Springer; Vol. 80, pp. 28745–28760. DOI:10.1007/s11042-021-11098-2 (SCI Indexed)
18. 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).
19. 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).
20. 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).
21. Sethy, P.K.(2021) Identification of wheat tiller based on AlexNet-feature fusion. Multimed Tools Appl 81, 8309–8316 (2022). https://doi.org/10.1007/s11042-022-12286-4
22. Sethy, P.K.(2021) Identification of wheat tiller based on AlexNet-feature fusion. Multimed Tools Appl 81, 8309–8316 (2022). https://doi.org/10.1007/s11042-022-12286-4
23. PK Sethy*, SK Behera, A Komma, C Pandey and M.R. khan (2021). Computer aid screening of COVID-19 using X-ray and CT scan images:.An inner comparison. Journal of X-Ray Science and Technology. vol. 29, no. 2, pp. 197-210. DOI: 10.3233/XST-200784. (SCI Indexed)
24. PK Sethy, SK Behera*, N Kannan, S Narayanan, and C Pandey. “Smart Paddy Field Monitoring System Using Deep Learning and IoT.” Concurrent Engineering, SAGE. Vol. 29(1), pp. 16-24. https://doi.org/10.1177/1063293X21988944. (SCI Indexed)
25. SK Behera, PK Sethy*, SK Sahoo, S Panigrahi, and SC Rajpoot. “On-Tree Fruit Monitoring System Using IoT and Image Analysis.” Concurrent Engineering, SAGE, Vol.29(1), pp. 6-15. https://doi.org/10.1177/1063293X20988395. (SCI Indexed)
26. 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)
2020
27. PK Sethy*, C Kumari, B Negi, SK Behera, NK Barpanda, AK Rath (2017). Identification of Mineral Deficiency in Rice Crop based on SVM in Approach of K-Means& Fuzzy C-Means Clustering. Helix (ISSN: 2319-5592); 7(5):1970-1983
28. 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
29. 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
30. 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
31. 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
32. 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.
33. 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)
34. 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
35. 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)
36. 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)
37. 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)
38. 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

International Conferences

1. 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, 23-25 August 2012, pp. 14-17. (DOI: 10.1109/ICACCCT.2012.6320725)
2. M Panda, PK Sethy (2014). Network structure based protocols for Wireless Sensor Networks," IEEE International Conference on Advances in Engineering & Technology Research (ICAETR - 2014), Unnao, 01-02 August 2014. pp. 1-10. (DOI: 10.1109/ICAETR.2014.7012948)
3. C. Bhoi, P KSethy. (2017). Pest Detection and Recognition in Rice crop using SVM in approach of Bag-og-words. presented in 6th IEEE Conference on Cmmunication and Signal Processing (ICCSP-2017), at Adhiparasakthi Engineerig College, Melmarivathur. dated 6th-8th April 2017.
4. 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, 06-08 April 2016. pp. 0083-0085. (DOI: 10.1109/ICCSP.2016.7754448)
5. 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, 26-27 August 2016, pp. 1-4. Electronic ISBN:978-1-5090-1285-5. (DOI: 10.1109/INVENTIVE.2016.7824906)
6. 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, 09-10 September 2016, pp. 618-622.Electronic ISBN:978-1-5090-2080-5. (DOI: 10.1109/ICACDOT.2016.7877660)
7. 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, held on 04-05 May 2017. Electronic ISBN:978-1-5090-4929-5. DOI:10.1109/SSPS.2017.8071621
8. K 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, held on 03-05 April 2018,Electronic ISBN:978-1-5386-3521-6. DOI: 10.1109/ICCSP.2018.8524363
9. 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, held on 03-05 April 2018. Electronic ISBN:978-1-5386-3521-6. DOI: 10.1109/ICCSP.2018.8524415
10. Prabira Kumar Sethy,Pramodini Bidhar,Jagamohan Padhi and Santi Kumari Behera. Realtime Implementation of Odd-Even Traffic Control Formula Using Arduino. In 2nd International Conference on Power Circuit and Information Technologies (ICPCIT 2016) at Rajeswari College of Engineering, Bengaluru, Dated 20-21 May 2016.
11. P. K. Sethy, P. Barik, N. K. Barpanda and A. Kumar Rath, "An Android/Web based Application to Estimate Nitrogen Concentration in Rice Crop of Western Odisha," 2019 International Conference on Intelligent Computing and Remote Sensing (ICICRS), Bhubaneswar, India, 2019, pp. 1-5, doi: 10.1109/ICICRS46726.2019.9555875.
12. 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, held on 28-30 July 2020. DOI: 10.1109/ICCSP48568.2020.9182423
13. C. Pandey*, P. K. Sethy, P. Biswas, S. K. Behera and M. R. Khan, "Quality Evaluation of Pomegranate Fruit using Image Processing Techniques," IEEE International Conference on Communication and Signal Processing (ICCSP), Chennai, India, held on 28-30 July 2020.Electronic ISBN:978-1-7281-4988-2 doi: 10.1109/ICCSP48568.2020.9182232.
14. 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, held on 21st to 23rd May 2021.Electronic ISBN:978-1-7281-7029-9. DOI: 10.1109/INCET51464.2021.9456281
15. Arabinda Das, Prabira Kumar Sethy. Detection of Defected Maize Leaf using Image Processing Techniques. At 8th International Conference on Electronics, Computing and Communication Technologies Institute of Engineering, Tribhuvan University, Purwanchal Campus, Nepal during 08-10 July 2022.
16. Prabira Kumar Sethy, Baby Barnali Pattnaik, Srikanta Dash (2022). Brain Tumour localization using Image Processing Techniques. At 6th International Conference on IoT in Social, Mobile, Analytics and Cloud (I-SMAC 2022) organised by Institute of Engineering, Tribhuvan University, Purwanchal Campus, Nepal held on 10-12 November 2022.
17. Nabin Kumar Naik, Prabira Kumar Sethy. (2022). Roasted Coffee beans Classification based on Convolutional Neural Network. 2022 International Conference on Futuristic Technologies (INCOFT), organised by S.G.Balekundri Institute of Technology, Belagavi, Karnataka, India. Nov 25-27, 2022. https://doi.org/10.1109/INCOFT55651.2022.10094378
18. P. K. Sethy, J. P. Nayak, M. Bhargavi, H. S. Maharana, S. K. Behera and S. Rathore, "Detection of Monkeypox Based on Improved Darknet19," 2023 IEEE 8th International Conference for Convergence in Technology (I2CT), Lonavla, India, 2023, pp. 1-3, doi: 10.1109/I2CT57861.2023.10126170.
19. N. Kumar Naik, P. Kumar Sethy and S. Kumari Behera, "Almond Quality Assessment using Image Processing Techniques," 2023 IEEE 8th International Conference for Convergence in Technology (I2CT), Lonavla, India, 2023, pp. 1-4, doi: 10.1109/I2CT57861.2023.10126476.
20. N. K. Naik and P. K. Sethy, "Roasted Coffee beans Classification based on Convolutional Neural Network," 2022 International Conference on Futuristic Technologies (INCOFT), Belgaum, India, 2022, pp. 1-3, doi: 10.1109/INCOFT55651.2022.10094378.
21. R. Amat, P. K. Sethy, S. K. Behera and S. Mallick, "Statistical Selection of CNN Models for Citrus Fruit Disease Prediction," 2023 International Conference on Sustainable Computing and Smart Systems (ICSCSS), Coimbatore, India, 2023, pp. 490-494, doi: 10.1109/ICSCSS57650.2023.10169343.
22. A. Patra, S. K. Behera, N. Kanta Barpanda and P. K. Sethy, "Automated Breast Density Assessment using Image Processing Techniques," 2023 4th International Conference for Emerging Technology (INCET), Belgaum, India, 2023, pp. 1-4, doi: 10.1109/INCET57972.2023.10170483.
23. Shishir Prasad Dash, J. Ramadevi, Rajat Amat, Prabira Kumar Sethy,Santi Kumari Behera,and, Sunil Mallick (2023). Wafer Defect Identification with Optimal Hyper-Parameter Tuning of Support Vector Machine Using the Deep Feature of ResNet 101. Presented in 5th International Conference on Materials Science and Manufacturing Technology, held at Akshya College of Engineering and Technology, Coimbatore, Tamil Nadu during 13-14 April 2023.
24. Nabin Naik, Prabira Kumar Sethy, A. Geetha Devi, Santi Kumari Behera (2023). Machine Learning with Analysis of Variance based Method for Identifying Rice Varities, presented at International Conference on Recent Advances in Mechanical and Industrial Engineering (ICRAMIE-2023) at Prasad V. Pothuri Siddhartha Institute of Technology, Vijaywada, India during 24-25 March 2023.

1. 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
View

2. 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
View


COPY RIGHT PUBLICATION
1. Copy Right Title: “IOT BASED MANAGEMENT AND PREDICTION OF CURRENCY FLOW THROUGH UPI TRANSACTION”. Granted on date of Registration 26.09.2022. Date of Issue 21.11.2022. Copy Right No. 1196409.
Source URL: https://www.ic.gc.ca/app/opic-cipo/cpyrghts/dtls.do?fileNum=1196409&type=1&lang=eng View

1. C Pandey*, PK Sethy, SK Behera, SC Rajpoot, B Pandey and P Biswas (2021). Evaluation of Transfer Learning Model for Mango Recognition. In: Reddy, A., Marla, D., Favorskaya, M.N., Satapathy, S.C. (eds) Intelligent Manufacturing and Energy Sustainability. Smart Innovation, Systems and Technologies, vol 213. Springer, Singapore. https://doi.org/10.1007/978-981-33-4443-3_45.Online ISBN 978-981-33-4443-3
2. PK Sethy, C Pandey, SC Rajpoot, SK Behera, M.R. Khan. (2022). Block Chain: IoT Security, Privacy and Resource Challenges. In Book Recent Trends in Communication and Electronics, CRC Press. eBook ISBN9781003193838
3. C Pandey, PK Sethy, SK Behera, J Vishwakarma, SC Rajpoot and B Nayak.(2022). An Automated Chilli Yield Estimation Approach Based on Image Processing. In Book Recent Trends in Communication and Electronics, CRC Press.eBook ISBN9781003193838
4. PK Sethy, B Negi, NK Barpanda, SK Behera, AK Rath (2017). 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. Online ISBN 978-981-10-6698-6 DOI: https://doi.org/10.1007/978-981-10-6698-6_1
5. Sahu, C.K., Sethy, P.K., Behera, S.K. (2018). Sensing Technology for Detecting Insects in a Paddy Crop Field Using Optical Sensor. In: Mishra, D., Nayak, M., Joshi, A. (eds) Information and Communication Technology for Sustainable Development. Lecture Notes in Networks and Systems, vol 9. Springer, Singapore. https://doi.org/10.1007/978-981-10-3932-4_20
6. 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. Online ISBN 978-981-10-8201-6 DOI: https://doi.org/10.1007/978-981-10-7566-7_64.Online ISBN 978-981-10-7566-7
7. JJ Jena, SK Behera, PK Sethy, AK Rath (2018). 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.ISSN 2367-3389
8. 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. Online ISBN 978-981-13-1498-8
9. 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. Online ISBN 978-981-13-1501-5
10. 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. Online ISBN 978-981-13-3122-0
11. 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. Online ISBN 978-981-13-3122-0
12. PK Sethy*, S Gouda, NK Barpanda, AK Rath (2019). 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
13. Chanki Pandey, Prabira Kumar Sethy, Santi Kumari Behera, Jaya Vishwakarma, Vishal Tande, Chapter 1 - Smart agriculture: Technological advancements on agriculture—A systematical review, Editor(s): Ramesh Chandra Poonia, Vijander Singh, Soumya Ranjan Nayak,In Cognitive Data Science in Sustainable Computing, Deep Learning for Sustainable Agriculture, Academic Press, 2022, Pages 1-56, ISBN 9780323852142, https://doi.org/10.1016/B978-0-323-85214-2.00002-1
14. C Pandey, YK Sahu, PK Sethy and SK Behera (2020). Futuristic AI- Convergence of megatrends: IoT and Cloud Computing. Book Titled- Ambient Intelligence and Internet of Things: Convergent Technologies. Wiley. https://tinyurl.com/y4ww8u37. ISBN: 978-1-119-82123-6.
15. Sethy, P.K., Bag, S., Panigrahi, M., Behera, S.K., Rath, A.K. (2022). Face Mask Detection in Public Places Using Small CNN Models. In: Mishra, D., Buyya, R., Mohapatra, P., Patnaik, S. (eds) Intelligent and Cloud Computing. Smart Innovation, Systems and Technologies, vol 286. Springer, Singapore. https://doi.org/10.1007/978-981-16-9873-6_29. Online ISBN 978-981-16-9873-6
16. Sethy, P.K., Dash, S.K. (2022). Cloud Classification-Based Fine KNN Using Texture Feature and Opponent Color Features. In: Dehuri, S., Prasad Mishra, B.S., Mallick, P.K., Cho, SB. (eds) Biologically Inspired Techniques in Many Criteria Decision Making. Smart Innovation, Systems and Technologies, vol 271. Springer, Singapore. https://doi.org/10.1007/978-981-16-8739-6_50. Online ISBN 978-981-16-8739-6
17. Behera, S.K., Palei, J., Behera, D.K., Swetanisha, S., Sethy, P.K. (2022). Machine Learning-Based Diabetes Prediction Using Missing Value Impotency. In: Dehuri, S., Prasad Mishra, B.S., Mallick, P.K., Cho, SB. (eds) Biologically Inspired Techniques in Many Criteria Decision Making. Smart Innovation, Systems and Technologies, vol 271. Springer, Singapore. https://doi.org/10.1007/978-981-16-8739-6_51. Online ISBN 978-981-16-8739-6
18. Ankita Patra, Chanki Pandey, Karthikeyan Palaniappan, and *Prabira Kumar Sethy. (2022) Convolutional Neural Network Enabling Speech Command Recognition. S. Smys et al. (eds.), Computer Networks and Inventive Communication Technologies, Lecture Notes on Data Engineering and Communications Technologies 141, https://doi.org/10.1007/978-981-19-3035-5_25. Online ISBN 978-981-19-3035-5
19. Ratha, A.K., Behera, S.K., Barpanda, N.K., Sethy, P.K. (2023). Defect Discrimination of Mango Using Image Processing Techniques. In: Fong, S., Dey, N., Joshi, A. (eds) ICT Analysis and Applications. Lecture Notes in Networks and Systems, vol 517. Springer, Singapore. https://doi.org/10.1007/978-981-19-5224-1_51. Online ISBN 978-981-19-5224-1
20. Jena, L., Behera, S.K., Sethy, P.K., Sahoo, S. (2023). Environmental Characteristics Leveraging Crop Recommendation Based on Bayesian Optimisation-Support Vector Machine (BO-SVM) Approach. In: Tuba, M., Akashe, S., Joshi, A. (eds) ICT Systems and Sustainability. Lecture Notes in Networks and Systems, vol 516. Springer, Singapore. https://doi.org/10.1007/978-981-19-5221-0_11. Online ISBN 978-981-19-5221-0
21. Ratha, A.K., Sethy, P.K., Barpanda, N.K., Behera, S.K. (2023). Maturity Status Estimation of Banana Using Image Deep Feature and Parallel Feature Fusion. In: Bhateja, V., Sunitha, K.V.N., Chen, YW., Zhang, YD. (eds) Intelligent System Design. Lecture Notes in Networks and Systems, vol 494. Springer, Singapore. https://doi.org/10.1007/978-981-19-4863-3_33. Online ISBN978-981-19-4863-3
22. Padhi, J., Sethy, P.K. (2023). Energy Efficient Adaptive Multi-hop Wireless Sensor Network with Multimode Alpha Barrier. In: Ranganathan, G., Fernando, X., Rocha, Á. (eds) Inventive Communication and Computational Technologies. Lecture Notes in Networks and Systems, vol 383. Springer, Singapore. https://doi.org/10.1007/978-981-19-4960-9_30. Online ISBN 978-981-19-4960-9
23. Arabinda Dash, Prabira Kumar Sethy (2023). Maize diseases diagnosis based on computer intelligence. In: Krishan Arora, Vikram Kumar, Deepak Prashar, Suman Lata Tripathi (eds) Modern Computational Techniques for Engineering Applications, CRC Press. https://doi.org/10.1201/9781003407409. eBook ISBN9781003407409

1. Convener of One Week International Seminar on Electronics and Computing Technology (ISECT-2021), Scheduled from 27th March to 1st April 2021, organised by Department of Electronics, SUIIT, Sambalpur University.
2. Convener of One International Workshop on Electronics and Computer Intelligence (IWRAECI-2021), Scheduled from 26th April to 30th April 2021, organised by Department of Electronics and CSE&A, SUIIT, Sambalpur University.
3. Co-Convener of National Work shop on Recent Advancements in Computer Science and Electronic Engineering for Information Technology (RACEiT-2015) organised in SUIIT, Sambalpur University, 15-17 January 2015.
4. (Ref. No. 135(4)/ SUIIT, Date 29.01.2015)

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