I started my research at Indian Institute of Information Technology -Allahabad in the year 2013. I have been experienced with Machine Learning, Robotics, Data Analytics, IOT, Geoinformatics and Computer Vision. I even worked on multidisciplinary research which involves student psychology and teachers improvement.
Journal Publications (Science Citation Indexed):
1. P. Mangalraj and Anupam Agrawal, Despeckling of SAR images by directional representation and directional restoration, Optik - International Journal for Light and Electron Optics-Elsevier, Volume 127, Issue 1, January 2016, Pages 116-121.
2. P. Mangalraj and Anupam Agrawal, "Fusion of PAN and multispectral remote sensing images in shearlet domain by considering regional metrics," Journal of Applied Remote Sensing-SPIE 10(4), 045003 (2016), doi: 10.1117/1.JRS.10.045003.
3. P.Mangalraj and Anupam Agrawal, "Novel approach on fusion of Multisensor images based on neutrosophic domain in consideration of Regional Relevance", Multimedia Tools and Applications-springer, Volume 77, Issue 2, January 2017, Pages 1843-1860. Doi: https://doi.org/10.1007/s11042-017-4366-x
4. Mangalraj P., Sivakumar, V., Karthick, S. et al. A Review of Multi-resolution Analysis (MRA) and Multi-geometric Analysis (MGA) Tools Used in the Fusion of Remote Sensing Images. Circuits Syst Signal Process-Springer(2019) doi:10.1007/s00034-019-01316-6
Journal publications (Scopus):
5. Mangalraj.P and Anupam Agarwal, Multi-Level Manifolds for Remote Sensing Imagery Classification, Procedia Computer Science,Elsevier,2015,vol.54C,pp. 654-660.
6. Mangalraj.P and Anupam Agarwal, Fusion of Multi-Sensor Satellite Images using Non- Subsampled Contourlet Transform,Procedia Computer Science,Elsevier,2015,vol.54C,pp. 713-720.
7. Thoorpu Karnakar, Mangalraj and Anupam Agrawal. "Finding Visual Attention in an Image: Learning through Hierarchal Inheritance Approach." Procedia Computer Science 89 (2016): 607-613.
8. Abhineet Singh, Savita Verma, Mangalraj.P and Anupam Agrawal " An Assessment of the Impact of Dimensionality Reduction on the Speed and Accuracy of Hyperspectral Image Classification " ,ICETTR-2013 ,Page No : 432-437
9. Mangalraj.P, Mayank sati and Nitish Kumar sharma, “Crop yield estimation using machine learning approach” - In proceedings (Elsevier computer procedia)
10. Iniyan, Dr. Jebakumar, Mayank Mohit, Anoop Nanda, Mangalraj and Srinivasan, “A Short survey on plant disease identifcation and detection using Support Vector Machines and Artificial Neural Networks” - In proceedings (Springer)
Conference publications:
11. P. Mangalraj, A. Agrawal and M. A. Bisherwal, "Target detection in SAR images using SIFT," 15 th IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), AbuDhabi, 2015, pp. 90-94.
12. Mangalraj. P, R. Singala and A. Agrawal, "Evaluation schema for SAR image Segmentation based on Swarm Optimization in Neutrosophic domain," 2014, 14th IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), Noida, 2014, pp. 000343-000348.
13. D. S. Prashanth, Harisha, A. Agrawal and Mangalraj, "Reduction of sample impoverishment problem in particle filter for object tracking," 12th Annual IEEE India Conference (INDICON), New Delhi, India, 2015, pp. 1-5.
14. Mangalraj P. and Rajuraykar Anupam Agrawal, "An efficient method based on wavelet for fusion of multi-sensor satellite images,"Electrical, Computer and Communication Technologies (ICECCT), 2015, 1st IEEE International Conference on, Coimbatore, 2015, pp. 1-6.
15. R. Gupta, Mangalraj P, A. Agrawal and A. Kumar, "Posture recognition for safe driving,"2015 Third International Conference on Image Information Processing (ICIIP), Waknaghat, 2015, pp. 141-146.
16. MANGALRAJ, L. PLV and HARSHINI, "Realization of Location Based Services For Crowded Public Areas," 2019 1st International Conference on Innovations in Information and Communication Technology (ICIICT), CHENNAI, India, 2019, pp.1-7.doi:10.1109/ICIICT1.2019.8741419 url: https://ieeexplore.ieee.org/document/8741419
17. Pandiya, Mohit, Sayonee Dassani, and P. Mangalraj. "Analysis of Deep Learning Architectures for Object Detection-A Critical Review." 2020 IEEE-HYDCON. IEEE, 2020.
18. P. Aiswarya, Manish and P. Mangalraj, "Emotion recognition by inclusion of age and gender parameters with a novel hierarchical approach using deep learning," 2020 Advanced Communication Technologies and Signal Processing (ACTS), Silchar, India, 2020, pp. 1-6, doi: 10.1109/ACTS49415.2020.9350479.
Accepted and Communicated: (2018-2019)
19. Srinivasan, Mangalraj.P and Iniyan.S, “ TEXT CLASSIFICATION ALGORITHMS: A SURVEY,” Accepted in Advances in Intelligent Systems and Computing- Springer.
20. Mangalraj.P, Iniyan.S and Mayank Mohit, “Analysis of crop yield prediction using Ensembling methods” - Communicated
21. Mangalraj.P, “ISSAT-Informal Suggestion and Assessment system for Communicated (Education and Information Technologies- Springer (SCI Indexed))
Refer:
Google scholar: https://scholar.google.co.in/citations? user=Zb9DJggAAAAJ&hl=en&authuser=1
Research Gate: https://www.researchgate.net/profile/Mangal_Raj