Image Processing, Computer Vision, Artificial Intelligence, Machine Learning, Deep Learning

Teaching :

1. Graduate Level : 10 Years
2. PostGraduate Level : 06 Years
3. Research : 18 Years

Graduate Level	:	Soft Computing, Image Processing, Mobile Computing, Internet & Web Technology, Database Management System, Software Engineering, Computer Graphics and Multimedia, Data Communication & Computer Networks, Programming in C, Computer Network & Security, Machine Learning , C and Data structures.
Post Graduate Level	:	Computer Graphics & Multimedia, Enterprise Web-Based Computing with Java, Computer System Architecture, Computer Networks, Computer Security, Digital Image Processing, Computer Network & Security, Soft Computing , Machine Learning

Image Processing, Computer Vision, Artificial Intelligence, Deep Learning, Machine Learning

Ph. D. Candidates	:	Three students awarded Ph.D. degree and Five students continuing
M. Tech. Candidates	:	One student is continuing

Life Member of Indian Society of Technical Education (ISTE)

International Publications

2024
1. Biswaranjan Achrya, Sucheta Panda and Niranjan K Ray, “Multiprocessor Task Scheduling Optimization for Cyber-Physical System using an Improved Salp Swarm Optimization Algorithm”, SN Computer Science, Springer, Scopus, Impact Factor- 3.78, SN Computer Science (2024) 5:184 https://doi.org/10.1007/s42979-023-02517-2.
2. Dakhya Prasad Pati and Sucheta Panda, “Performance Evaluation of Modified Gaussian Mixture Model Algorithm for Image Segmentation of Mammogram”,International Journal of Embedded Systems, InderScience Publishers, https://doi.org/10.1504/IJES.2023.139207 Impact Factor – 0.5, Scopus, pp. 312-322, June 2024.
3. Soumya Ranjan Sahu and Sucheta Panda, “A Novel Depth-wise Separable Convolutional Model for Remote Sensing Scene Classification” Journal of the Indian Society of Remote Sensing(ISRS), https://doi.org/10.1007/s12524-024-01904-3, 2024,Impact Factor – 2.2,Springer, SCIE,Scopus.
4. Anchal Kumawat, Sucheta Panda, Vassilis C. Gerogiannis, Andreas Kanavos, Biswaranjan Acharya , Stella Manika , “A Hybrid Approach for Image Acquisition Methods based on Feature Based Image Registration”, Journal of Imaging(Section: Image and Video Processing), Received :6 June 2024,Revised:6 September 2024,Accepted : 11 September 2024, Published : 14 September 2024, 10(9), 228. https://doi.org/10.3390/ jimaging10090228, Impact Factor – 2.7,MDPI, Scopus.
2023
5. Anchal Kumawat and Sucheta Panda, “An Integrated Double Hybrid Fusion Approach for Image Smoothing", International Journal of Image and Graphics, World Scientific Publishing Company, Vol. 23, No. 1 (2023) 2350003 (23 pages)DOI : https://doi.org/10.1142/S0219467823500031, Scopus, Impact Factor – 1.6, Unpaid, ISSN: 1793-6756(e_ISSN), 0219-4678(p_ISSN).
6. Biswaranjan Achrya, Ahona Ghosh,Sucheta Panda and Yu-Chen Hu, “ Automated Plant Recognition System with Geographical Position Selection for Medicinal Plants ”, Hindawi , Scopus, Advances in Multimedia, Impact Factor – 1.07,Volume 2023, Article ID 3974346, 11 pages https://doi.org/10.1155/2023/3974346
2022
7. Anchal Kumawat and Sucheta Panda, "Noisy Iris Smoothing And Segmentation Scheme Based On Improved Wildes Method", Multidimensional Systems and Signal Processing, Springer, SCIE, SCI, Scopus, Impact Factor – 2.5,Unpaid,Accepted on September 04, 2022, published online on 28 September 2022, vol : 34, Pages:47-79, DOI : https://doi.org/10.1007/s11045-022-00852-w, ISSN: 1573-0824(e_ISSN) 0923-6082(p_ISSN).
8. Sucheta Panda, P.K.Nanda, “Color and Texture Segmentation Using an Unified MRF Model ”, Journal of Computer and Communications,Vol.10,No.6,June 2022. DOI : 10.4236/jcc.2022.106012
9. Biswaranjan Achrya, Sucheta Panda and Eashwar Sivakumar, “An analytical Study of Multiprocessor Scheduling using Metaheuristic Approach ”, SN Computer Science, Springer, Scopus, Impact Factor- 1.29, Unpaid, Accepted, August 2022, DOI : https://doi.org/10.1007/s42979-022-01398-1.
10. H.K.Paikray, P.K.Das and S.Panda, “ Optimal path planning of Multi-robot in Dynamic environment Using Hybridization of meta-heuristic algorithm”, International Journal of Intelligent Robotics and Applications, Springer, Scopus, Impact Factor – 1.81 , Unpaid, Accepted, August, 2022, DOI : https://doi.org/10.1007/s41315-022-00256-w.
2021
11. Anchal Kumawat and Sucheta Panda, “A Robust edge detection algorithm based on Feature Based Image Registration (FBIR) using Improved Canny With Fuzzy Logic (ICWFL)" ”, The Visual Computer, Springer Nature, published on-line on 14 July, 2021,Vol.38, Pages:3681-3702, DOI : http://link.springer.com/article/10.1007/s00371-021-02196-1, SCIE, Scopus, Impact Factor: 3.5, Unpaid, ISSN:1432-2315(e_ISSN),0178-2789(p_ISSN)
12. H.K.Paikray, P.K.Das and S.Panda, “Optimal Multi-robot Path Planning Using Particle Swarm Optimization Algorithm Improved by Sine and Cosine Algorithms”, Arabian Journal of Science and Engineering, January,2021,
2016
13. Sucheta Panda “Unsupervised Color Image Segmentation using MRF Models to Preserve Weak Edges”, IJCMS (ISSN:2347-8527),  June, 2016.
2015
14. Sucheta Panda “Edge Detection of Images:An Improved Approach”, International Journal of Research in Computer Science (ISSN:2349-3828), Vol.2, Issue.4, pp: 8-11, 2015.
15. Sucheta Panda, K.K.Jena, “An Innovative Approach for Edge Detection of Images”, International Journal of Innovative Science, Engineering and Technology (ISSN:2348-7948), Vol.2, Issue.4, pp: 161-176, April, 2015.
2011
16. Sucheta Panda, P.K.Nanda, “Constrained Compound Markov Random Field Model with Graduated Penalty Function for Color Image Segmentation ”,Advanced Materials research Vols. 403-408 (2012) pp 3438-3445 Online available since 2011/Nov/29 at www.scientific.net © (2012) Trans Tech Publications, Switzerland doi:10.4028/www.scientific.net/AMR.403-408.3438.
2009
17.  Sucheta Panda, P.K.Nanda, “An Unified Markov Random Field Model for Color Texture Image Segmentation”, International Journal of Intelligent   Information Processing, Vol.3, No.2, pp: 161-176, July-December, 2009.

International Conferences

1. 6. H.K.Paikray, P.K.Das and Sucheta Panda, “Embedding of Q-Learning in Sine Co-sine Algorithm for Optimal Multi-robot Path Planning”, International Conference on Advances and Applications of Artificial Intelligence and Machine Learning, Sharda University, October 29-30, 2021.
2. Soumya Ranjan Sahu, Sudarson Jena and Sucheta Panda, “ A Machine Learning approach for Classification of Lemon Leaf Diseases ”, in Springer sponsored 1st International Conference on Computing, Communication and Learning (COCOLE)-2022, Department of CSE, NIT, Warangal, AP, India , 27 October to October 29, 2022.
3. Dakhya Prasad Pati and Sucheta Panda, “Performance based evaluation for detection and classification of breast cancer in mammograms”, in Springer sponsored 4th International Confrence on Advances in Distributed Computing & Machine Learning (ICADCML,2023), January 15-16, 2023, NIT, Rourkela, India.
4. Shradhajanli Sahoo,Sucheta Panda and Sasmita Acharya, “Efficient Classification of Anomalous Activities in Web-based IoT Systems Using Feature Reduction Techniques”, in Springer sponsored International Confrence on Advances in Computing Control & Telecommunications Technologies (ACT,2024), June 21-22, 2024, Hyderabad, India.
5. Ritu Jena, Sucheta Panda and Sasmita Acharya, “Enhancing Smart Home IoT Security with Class-Specific GANs for Anomaly Detection”, in Springer sponsored International Confrence on Innovations in Data Analytics (ICIDA), December 18-19, 2024, Kolkata, India.
6. Soumya Ranjan Sahu and Sucheta Panda, “Self Supervised Multi-Scale Attention Cross-Fusion Network for Hyperspectral Image Classification” In 5th International Conference on emerging Systems and Intelligent Computing (ESIC-2025), School of Computer Engineering, KIIT,8 to 9 February, 2025.
7. Soumya Ranjan Sahu, Sudarson Jena and Sucheta Panda, “ A Machine Learning approach for Classification of Lemon Leaf Diseases ”, in Springer sponsored 1st International Conference on Computing, Communication and Learning (COCOLE)-2022, Department of CSE, NIT, Warangal, AP, India , 27 October to October 29, 2022.
8. H.K.Paikray, P.K.Das and Sucheta Panda, “Embedding of Q-Learning in Sine Co-sine Algorithm for Optimal Multi-robot Path Planning”, International Conference on Advances and Applications of Artificial Intelligence and Machine Learning, Sharda University, October 29-30, 2021.
9. Soumya Ranjan Sahu and Sucheta Panda, “Remote sensing image classification using Deep Learning ”, in Springer sponsored 5th International Conference on Computational Intelligence in Data Mining(ICCIDM-2021), Department of CSE, Aditya Institute of Technology and Management (AITAM), Tekkali, AP, India , 11-12 December, 2021.
10. Biswaranjan Achrya and Sucheta Panda, “Modified SSA for Solving Multiprocessor Scheduling Problems ”, in IEEE sponsored 2021 5th International Conference on Intelligent Computing and Control Systems (ICICCS), May 6-8,2021, Madurai, India.
11. Dakhya Prasad Pati and Sucheta Panda, “Texture Analysis based Classification of Brain Magnetic Resonance Imaging ”, in Springer sponsored 2nd International Confrence on Advances in Distributed Computing & Machine Learning (ICADCML,2021), January 15-16, 2021, ITER, Bhubaneswar, India.
12. Biswaranjan Achrya and Sucheta Panda, “ GA – JAYA: A Novel Hybridization Technique to Solving Job Scheduling Problems ”, 2nd International Conference on Data Analytics and Management (ICDAM2021), organized jointly by Jan Wyzykowski University Poland, Panipat Institute of Engineering and Technology, India & IIS (Deemed to be University), India on 26th June 2021.
13. Dakhya Prasad Pati and Sucheta Panda, “Extraction of Features from Breast Cancer Mammogram Image Using Some Image Processing Techniques ”, in Springer sponsored International Confrence on Computer Science , Engineering and Applications (ICCSEA 2020), March 13-14, 2020, GIET University, Gunupur, India.
14. Anchal Kumawat and Sucheta Panda, “Optimization Techniques for Image processing – A Review”, in National Conference on Green Technology Revolution: India’s Future Energy Perspective (NCGTR-2019), VSSUT, Burla, October 19-20, 2019.
15. H.K.Paikray, P.K.Das,Sucheta Panda and B.K.Balbantray, “Improved shuffled frog Leaping Algorithm for Path planning of multiple Mobile-Robot”, in IEEE sponsored 2nd International Conference on Innovations in Electronics, Signal processing and Communication (IESC-2019), National Institute of Technology, Meghalaya, 1-2 March, 2019.
16. Anchal Kumawat and Sucheta Panda, “Feature Extraction and Matching of River-Dam images in ODISHA using a Novel Feature Detector”, in Springer sponsored International Conference on Computational Intelligence and Pattern Recognition (CIPR-2019), Indian Institute of Science and Technology, Shibpur, 19-20th January, 2019.
17. Dakhya Prasad Pati and Sucheta Panda, “Extraction of Features from Breast Cancer Mammogram Image Using Some Image Processing Techniques ”, in IEEE sponsored 5th International Conference on Parallel, Distributed and Grid Computing(PGDC-2018), Jaypee University of Information Technology, 20-22 December, 2018.
18. Dakhya Prasad Pati and Sucheta Panda, “A Comprehensive Review on Cancer Detection and Prediction using Computational Methods”, in Springer sponsored 5th International Conference on Computational Intelligence in Data Mining(ICCIDM-2018), Veer Surendra Sai University of Technology(VSSUT),Burla, 15-16 December, 2018.
19. Anchal Kumawat and Sucheta Panda, “Feature Detection and Description in Remote Sensing Images using a Hybrid Feature Detector”, in Elsevier sponsored International Conference on Computational Intelligence and Data Science (ICCIDS 2018),7-8, April, 2018.
20. Sucheta Panda, “Unsupervised Color Image Segmentation using MRF Models to Preserve Weak Edges”, in International Conference on “Latest Concepts in Science, Technology and Management (ICLCSTM-16), 19th June, 2016.
21. Sucheta Panda and P.K. Nanda, “Markov Random Field Model based Graduated Penalty Function for Reinforcing Ill-defined Edges in Color Image Segmentation”, in Springer sponsored SEMCCO -2012, ITER (Bhubaneswar), 22-24, December, 2012.
22. Sucheta Panda and P.K. Nanda, “Supervised Color Image Segmentation using Constrained compound Markov Random field model with Bi-level Line field”, IEEE sponsored ICEAS 2011, ITER(Bhubaneswar), 28-30, December, 2011.
23. P.K.Nanda and Sucheta Panda, “Color Image Segmentation using Constrained compound Markov Random field model and Homotopy Continuation Method”, Invited Paper, 5th Indian International Conference on Artificial Intelligence (IICAI-2011), Tumkur(near Bangalore), 14-16, December, 2011.
24. Sucheta Panda,P.K.Nanda, “Constrained compound Markov Random field model with graduated penalty function for color Image Segmentation”, IEEE International conference on Control,Robotics and Cybernetics(ICCRC-2011), Delhi,19-20,March,2011.
25. Mhmd. Muzzamil Sani,P.K.Nanda and Sucheta Panda, “Color Image Segmentation Using Compound Markov Random Field Model with Gauss Penalty Function”, International conference on Electronic Systems (IES-2010), NIT,Rourkela,7-8 Jan,2011.
26. Sucheta Panda,P.K.Nanda, “Constrained compound Markov Random field model with graduated penalty function for color Image Segmentation”, Show-case paper,International conference on Computer Vision,Graphics and Image Processing (ICVGIP-2010), IIT,Madras,12-16,Dec,2010.
27. Sucheta Panda, P.K.Nanda, “Unsupervised Color Image Segmentation using Constrained Compound MRF Model with Bi-Level Line Field”, Proc. Of the IEEE sponsored International Conference on Advances in Computer Engineering (ACE, 2010), Bangalore, India, 21-22, June.2010.
28. Sucheta Panda and P.K.Nanda, “Color image segmentation using Constrained Compound MRF model with bi-level line field”, Proc. Of the Technologia A National Conference, 2010, MPCCET (MP Christian College of Engg. & Technology), Bhilai, India, 24-25, Feb.2010.
29. Sucheta Panda, P.K.Nanda, “Unsupervised Color Image Segmentation using Compound Markov Random Field Model”, Proc. Of the Third International Conference on Pattern Recognition and Machine Intelligence (PReMI’09), Indian Institute of Technology (IIT), Delhi and IUPRAI in collaboration with Machine Intelligence Unit , Indian Statistical Institute, Kolkata, India, 16-20 Dec.2009.
30. Sucheta Panda, P.K.Nanda, Rahul Dey, “Constrained Compound Markov Random Field Model for Segmentation of color texture and Scene Images”, Proc. Of the IEEE TENCON2008, University of Hyderabad, Hyderabad, India, 18-21 Nov.2008.
31. Sucheta Panda, P.K.Nanda, “Color Image using Constrained Compound Markov Random Field Model and Homotopy Continuation Method”, Proc. Of the first International Conference on Distributed Frameworks and Applications,Universiti Sains Malaysia,Penang,Malaysia,21-22 Oct.2008.
32. Rahul Dey,P.K. Nanda and Sucheta Panda, “Constrained Markov Random Field Model for Color and Texture Image Segmentation”, Proc. of the IEEE International Conference on Signal Processing, Communications and Networking, Department of Electronics Engineering, Madras Institute of Technology, Anna University,India,4-6 Jan. (2008).
33. Sucheta Panda, P.K.Nanda and Rahul Dey “A Double Markov Random Field Model for Color Image Segmentation”, Proc. of the IEEE International Conference on Advances in Computer Vision and Information, Dr.Babasaheb Ambedkar Marathwada Univ. Aurangabad(MS),India,28-30 Nov. (2007) .

National Conferences

1. Sucheta Panda,P.K.Nanda and P.J.Mohapatra “ Multiresolution Approach For Color Image Segmentation Using MRF Model”, Proc. of National Conference on SMART Communication Technologies & Industrial Informatics, N.I.T,Rourkela, 3-4 Feb. 2007 .
2. P.J.Mohapatra, P.K.Nanda,Sucheta Panda, “Color Image Segmentation using MRF model and Simulated Annealing”, Proc. of National Conference on Soft Computing Techniques for Engg. & Application, N.I.T, Rourkela, 24-26 March 2006.
3. P.K.Nanda, Sucheta Panda, P.Kanungo, “Parallel Genetic Algorithm Based Textured Image Segmentation using Markov Random Field Models”, Proc. of National Conference on recent Advances in Power Signal Processing and Control, N.I.T, Rourkela, 16-17 Nov. 2004.

Patent No. - 202231065594, Applicant Name : 1 . Dr Sasmita Mishra 2 . Dr Sucheta Panda 3 . Dr Sarojananda Mishra 4 . Dr. M. Ashok Kumar 5 . Ms. M. JEYABHARATHI 6 . Dr. S. Jayachitra 7 . Mrs. M. KAIVALYA 8 . VINAY KUMAR MATTA 9 . Dr. V.Kannan 10 . Mr.J Logeshwaran Title: PREDICTION OF MALICIOUS COMMUNICATION IN VEHICULAR ADHOCNETWORK USING ARTIFICIAL INTELLIGENCE TECHNIQUE Publication Date : 18/11/2022

1. P. K. Nanda and Sucheta Panda (2012). “Constrained Compound MRF Model with Bi- Level Line Field for Color Image Segmentation”, Advances in Image Segmentation, Pei-Gee Peter Ho (Ed.), ISBN: 978-953-51-0817-7, InTech, Available from: http://www.intechopen.com/books/advances-in-image-segmentation/constrained-compound-mrf-model-with-bi-level-line-field-for-color-image-segmentation
2. BOOK: Color Image Segmentation Using Markov Random Field Models, LAP LAMBERT Academic Publishing, 2018 (www.omniscriptum.com/en/contact)

• Delivered a Lecture on “Image Enhancement and Restoration Techniques using MATLAB”, in TEQIP-III sponsored Short Term Course on “Modeling and Simulation of Electrical Systems using MATLAB/Simulink”, organized by Department of Electrical Engineering & EEE, VSSUT, Burla from 28th October to 2nd November, 2019
• Worked as a Resource Person for the TEQIP-III one week short term course on “LATEX”, VSSUT, Burla from 28th August to 1st September 2017.
• Member of the organizing Sub-Committee for 4th International Conference on Computational Intelligence in Data Mining organized by Dept. of CA, CSE & IT, VSSUT, Burla on 11th -12th November 2017 .
• Member of the organizing Sub-Committee for the Workshop on “Quality Management in Technical Education” organized by Centre for distance and Continuing Education (CDCE) sponsored by TEQIP – II, VSSUT, Burla on 11th December 2015 .
• Member of the Management Committee for the Workshop on “Ubiquituous Computing” (WUC-2016) organized by the department of CSE on 31st January 2016 at VSSUT, Burla.
• Member of the Management Committee for the TEQIP-II Sponsored Workshop on “Internet of Things devices & Sensor Networks” organized by the department of CSE,IT and CA on 22nd and 23rd October 2016 at VSSUT, Burla.

1. HOD, Department of Computer Application since Dt 26.08.2019
2. Working as the Chairperson of Internal Complaint Committee (ICC) from February 2022.
3. Working as the Chairman of Board of Studies of the Department of Computer Application.
4. Working as the Chairman of the Departmental Purchase Committee (DPC).
5. Working as the Chairman of Departmental Academic Committee (DAC).
6. Working as the Chairman of Conducting Board.
7. Extended support for Convocation-2020,2021,2022 of the university as the HOD, Computer Applications Department.
8. Working as a Chairman of PhD admission Committee.
9. Act as a member of anti-raging committee of VSSUT, Burla (Continuing
10. Maintenance of Student Discipline (Position in Hall of Residence): 1. Working as the Warden of Rohini Hall of Residence since August 2015 to December 2017.

Present Address :  Qtr No – MIG-6, SDA COLONY,BURLA,SAMBALPUR

Permanent Address :  Qr No.-G/12, SECTOR-2, Rourkela.