Research
Updated Soon :
Our 's Proposed Memorability dataset samples
Updated Soon :
David Mould and Our proposed dataset samples is found in Notes Corner tab of this website
Research Interest
Image Analysis, Image Memorability, Filtering Design, Image Processing, Machine Learning and Artificial Intelligence
Publication and Research Details'
1. Kumar, M.P.P., Poornima, B., Nagendraswamy, H.S. Jois C Manjunath A comprehensive survey on non-photorealistic rendering and benchmark developments for image abstraction and stylization. Springer, Iran J Comput Sci 2, 131–165 (2019). https://doi.org/10.1007/s42044-019-00034-1. (Indexed by : DBLP).
1. Kumar, M.P.P., Poornima, B., Nagendraswamy, H.S. Jois C Manjunath A comprehensive survey on non-photorealistic rendering and benchmark developments for image abstraction and stylization. Springer, Iran J Comput Sci 2, 131–165 (2019). https://doi.org/10.1007/s42044-019-00034-1. (Indexed by : DBLP).
2. Kumar, M.P.P., Poornima, B., Nagendraswamy, H.S. et al. Structure-preserving NPR framework for image abstraction and stylization. J Supercomput 77, 8445–8513 (2021). https://doi.org/10.1007/s11227-020-03547-w. ( Indexed by : SCI, Scopus UGC-Care, DBLP)
2. Kumar, M.P.P., Poornima, B., Nagendraswamy, H.S. et al. Structure-preserving NPR framework for image abstraction and stylization. J Supercomput 77, 8445–8513 (2021). https://doi.org/10.1007/s11227-020-03547-w. ( Indexed by : SCI, Scopus UGC-Care, DBLP)
3. M.P. Pavan Kumar, B. Poornima , H.S. Nagendraswamy , C. Manjunath and B.E. Rangaswamy, Structure Preserving Image Abstraction And Artistic Stylization From Complex Background And Low Illuminated Images. Ictact Journal On Image And Video Processing, August 2020, Volume: 11, Issue: 01. DOI: 10.21917/ijivp.2020.0316. (Indexed by IET-Inspec, UGC–Care,).
3. M.P. Pavan Kumar, B. Poornima , H.S. Nagendraswamy , C. Manjunath and B.E. Rangaswamy, Structure Preserving Image Abstraction And Artistic Stylization From Complex Background And Low Illuminated Images. Ictact Journal On Image And Video Processing, August 2020, Volume: 11, Issue: 01. DOI: 10.21917/ijivp.2020.0316. (Indexed by IET-Inspec, UGC–Care,).
4. M.P. Pavan Kumar, B. Poornima , H.S. Nagendraswamy , C. Manjunath , "Structure Preserving Non-Photorealistic Rendering Framework for Image Abstraction and Stylization of Low-Illuminated and Underexposed Images." IJCVIP 11.2 (2021): 22-45. Web. 7 Apr. 2021. doi:10.4018/IJCVIP.2021040102. (Indexed by: DBLP, IET-Inspec and UGC–Care indexing)
4. M.P. Pavan Kumar, B. Poornima , H.S. Nagendraswamy , C. Manjunath , "Structure Preserving Non-Photorealistic Rendering Framework for Image Abstraction and Stylization of Low-Illuminated and Underexposed Images." IJCVIP 11.2 (2021): 22-45. Web. 7 Apr. 2021. doi:10.4018/IJCVIP.2021040102. (Indexed by: DBLP, IET-Inspec and UGC–Care indexing)
5. M.P. Pavan Kumar, B. Poornima , H.S. Nagendraswamy , C. Manjunath and B.E. Rangaswamy, "Image-Abstraction Framework as a Preprocessing Technique for Extraction of Text From Underexposed Complex Background and Graphical Embossing Images." IJDAI 13.1 (2021): 1-35. Web. 7 Apr. 2021. doi:10.4018/IJDAI.2021010101. (Indexed by: DBLP, IET indexing)
5. M.P. Pavan Kumar, B. Poornima , H.S. Nagendraswamy , C. Manjunath and B.E. Rangaswamy, "Image-Abstraction Framework as a Preprocessing Technique for Extraction of Text From Underexposed Complex Background and Graphical Embossing Images." IJDAI 13.1 (2021): 1-35. Web. 7 Apr. 2021. doi:10.4018/IJDAI.2021010101. (Indexed by: DBLP, IET indexing)
6. M.P. Pavan Kumar, B. Poornima , H.S. Nagendraswamy , C. Manjunath and B.E. Rangaswamy, “A Refined Structure Preserving Image Abstraction Framework as a Pre-Processing Technique for Desire Focusing on Prominent Structure and Artistic Stylization”, WSPC-Vietnam Journal of Computer Science, doi: 10.1142/S2196888822500038. (Indexed by ESCI, Scopus, DBLP, IET, and UGC–Care indexing).
6. M.P. Pavan Kumar, B. Poornima , H.S. Nagendraswamy , C. Manjunath and B.E. Rangaswamy, “A Refined Structure Preserving Image Abstraction Framework as a Pre-Processing Technique for Desire Focusing on Prominent Structure and Artistic Stylization”, WSPC-Vietnam Journal of Computer Science, doi: 10.1142/S2196888822500038. (Indexed by ESCI, Scopus, DBLP, IET, and UGC–Care indexing).
7. Pavan Kumar and N. Swamy, (2013) “Line Drawing for Conveying Shapes in HDR Images”, International Journal of Innovations in Engineering and Technology, Vol. 8, No. 3, pp. 866-872, 2013.
7. Pavan Kumar and N. Swamy, (2013) “Line Drawing for Conveying Shapes in HDR Images”, International Journal of Innovations in Engineering and Technology, Vol. 8, No. 3, pp. 866-872, 2013.
8. Varsha M., Dr. Poornima B., Dr. Vinutha H. P., Pavan Kumar M. P. (2021).Predictive Model for Rice Blast Disease on Climate Data Using Long Short-Term Memory and Multi-Layer Perceptron: An Empirical Study on Davangere District. Annals of the Romanian Society for Cell Biology,25(6),4703–4722.
8. Varsha M., Dr. Poornima B., Dr. Vinutha H. P., Pavan Kumar M. P. (2021).Predictive Model for Rice Blast Disease on Climate Data Using Long Short-Term Memory and Multi-Layer Perceptron: An Empirical Study on Davangere District. Annals of the Romanian Society for Cell Biology,25(6),4703–4722.
Retrieved from https://www.annalsofrscb.ro/index.php/journal/article/view/6323. (Indexed by Scopus)
Retrieved from https://www.annalsofrscb.ro/index.php/journal/article/view/6323. (Indexed by Scopus)
9. Dr.M.P. Pavan Kumar, Poornima, B., Nagendraswamy, H.S. and B.E. Rangaswamy, HDR and Image Abstraction Framework for Dirt Free Line Drawing to Convey the Shapes from Blatant Range Images. Multidimensional Systems and Signal Processing, Springer. 2021. Vol-33 issue 2 june 2022. DOI :10.1007/s11045-021-00803-x. (Indexed by: SCI-indexing, Scopus, DBLP, IET and UGC-Care).
9. Dr.M.P. Pavan Kumar, Poornima, B., Nagendraswamy, H.S. and B.E. Rangaswamy, HDR and Image Abstraction Framework for Dirt Free Line Drawing to Convey the Shapes from Blatant Range Images. Multidimensional Systems and Signal Processing, Springer. 2021. Vol-33 issue 2 june 2022. DOI :10.1007/s11045-021-00803-x. (Indexed by: SCI-indexing, Scopus, DBLP, IET and UGC-Care).
10. Dr.M.P. Pavan Kumar, B. Poornima , H.S. Nagendraswamy, C. Manjunath and B.E. Rangaswamy, Structure Preserving Image Abstraction Framework as a Pre-processing Technique for Accurate Classification of Archaeological Monument using Machine Learning Approaches. SN Computer Science ,2021, Springer. DOI : 10.1007/s42979-021-00935-8 (Indexed by: DBLP indexing).
10. Dr.M.P. Pavan Kumar, B. Poornima , H.S. Nagendraswamy, C. Manjunath and B.E. Rangaswamy, Structure Preserving Image Abstraction Framework as a Pre-processing Technique for Accurate Classification of Archaeological Monument using Machine Learning Approaches. SN Computer Science ,2021, Springer. DOI : 10.1007/s42979-021-00935-8 (Indexed by: DBLP indexing).
11. Aruna Kumar P, Pavan Kumar M P and Suchethana H C, Literature Survey on Big-Data Analytics and Tools, JNNCE Journal of Engineering & Management, Volume 6, No.1, Jan – June 2022. https:www.doi.org/10.37314/JJEM. 2022.060106. (Indexing by:Google Scholar, ISI)
11. Aruna Kumar P, Pavan Kumar M P and Suchethana H C, Literature Survey on Big-Data Analytics and Tools, JNNCE Journal of Engineering & Management, Volume 6, No.1, Jan – June 2022. https:www.doi.org/10.37314/JJEM. 2022.060106. (Indexing by:Google Scholar, ISI)
12. Varsha M., Dr. Poornima B., Dr Pavan Kumar M. P. (2021). A Novel ST-DBSCAN Based Outlier Detection Approach On Multivariate Weather Data, (Accepted in International Journal of Education and Management Engineering (IJEME), Modern Education and Computer Science Press.) (Indexing: UGC-Care India).
12. Varsha M., Dr. Poornima B., Dr Pavan Kumar M. P. (2021). A Novel ST-DBSCAN Based Outlier Detection Approach On Multivariate Weather Data, (Accepted in International Journal of Education and Management Engineering (IJEME), Modern Education and Computer Science Press.) (Indexing: UGC-Care India).
13. Varsha M., Dr. Poornima B., Dr Pavan Kumar M. P. (2022). A Machine Learning Technique for Rice Blast Disease Severity Prediction using K-Means SMOTE Class Balancing. International Journal of Risk and Contingency Management (IJRCM), Vol-11, Issue 1 IGI-Global 2022. DoI: 10.4018/IJRCM.315304. (Indexing by: ACM, DBLP , IET indexing).
13. Varsha M., Dr. Poornima B., Dr Pavan Kumar M. P. (2022). A Machine Learning Technique for Rice Blast Disease Severity Prediction using K-Means SMOTE Class Balancing. International Journal of Risk and Contingency Management (IJRCM), Vol-11, Issue 1 IGI-Global 2022. DoI: 10.4018/IJRCM.315304. (Indexing by: ACM, DBLP , IET indexing).
14. Varsha M., Dr. Poornima B., Dr Pavan Kumar M. P. (2022). Novel Hybrid ARIMA-BiLSTM Model for Forecasting of Rice Blast Disease Outbreaks for Sustainable Rice Production, Iran Journal of Computer Science, Springer. https:// doi.org/10.1007/s42044-022-00128-3.(Indexing by: DBLP)
14. Varsha M., Dr. Poornima B., Dr Pavan Kumar M. P. (2022). Novel Hybrid ARIMA-BiLSTM Model for Forecasting of Rice Blast Disease Outbreaks for Sustainable Rice Production, Iran Journal of Computer Science, Springer. https:// doi.org/10.1007/s42044-022-00128-3.(Indexing by: DBLP)
15. Varsha M., Dr. Poornima B., Dr Pavan Kumar M. P. Dr GuruPrasadh MS (2022). Extreme Learning Machine for Solving Paddy Nutrient Deficiencies in Davangere Region. Int., J. of Agriculture Innovation, Technology and Globalisaton (IJAITG). InderScience Journal (Accepted, in Press) (Indexing: DBLP).
15. Varsha M., Dr. Poornima B., Dr Pavan Kumar M. P. Dr GuruPrasadh MS (2022). Extreme Learning Machine for Solving Paddy Nutrient Deficiencies in Davangere Region. Int., J. of Agriculture Innovation, Technology and Globalisaton (IJAITG). InderScience Journal (Accepted, in Press) (Indexing: DBLP).
16. Raghvendra SA, Rangaswamy BE, Pradeep NB, Kavya MP, and Pavan Kumar MP, Additively Manufactured / 3D Printed Batteries and Super capacitors. (Submitted to SN Applied Sciences, Springer Nature) (Indexing by: Scopus).
16. Raghvendra SA, Rangaswamy BE, Pradeep NB, Kavya MP, and Pavan Kumar MP, Additively Manufactured / 3D Printed Batteries and Super capacitors. (Submitted to SN Applied Sciences, Springer Nature) (Indexing by: Scopus).
17. Varsha M., Dr. Poornima B., Dr Pavan Kumar M. P. Dr GuruPrasadh MS (2022). Advanced Machine Learning Techniques for Disease Management in Paddy Crop for Sustainable Rice Production: Prediction of Rice Blast Disease Severity,(Submitted to Book Chapter (Under Review)
17. Varsha M., Dr. Poornima B., Dr Pavan Kumar M. P. Dr GuruPrasadh MS (2022). Advanced Machine Learning Techniques for Disease Management in Paddy Crop for Sustainable Rice Production: Prediction of Rice Blast Disease Severity,(Submitted to Book Chapter (Under Review)
In International Proceedings
In International Proceedings
a. M.P. Pavan Kumar and H.S. Nagendra Swamy , “An Integrated Filter Based Approach for Image Abstraction and Stylization”, Multimedia Processing, Communication and Computing Applications, Vol. 213, pp. 241-252, 2013.
In National Journals
In National Journals
b. Pavan Kumar MP and Chethan KM “Precision Agriculture Technique for Tobacco Grading”, Nation conference on Advances in Artificial Intelligence and Computer Science. Akshaya Institute of Engineering and Technology, Tumkur, Karnataka, India. 14 Mar, 2013.