Area of Interest

Image processing, Machine learning, Soft-computing

Teaching Experience

1. Assistant Professor, Department of Information Technology NEHU, since June 2012.
2. Assistant Professor, Department of CSE/IT Lovely Professional University, from July 2011 to March 2012.

Publications

A. International Journals   

1. Khwairakpam Amitab, Padmavati, “Comparison of SQL injection detection techniques which uses chi-square test”, International Journal of Engineering Science and Technology,Vol.3, Pages 4968-4972, 2011.
2. K. Amitab, D. Kandar, S. Sonowal, “Speckle Noise Reduction in Out Door SAR Imaging Instrumentation System Using Radial Basis Function Network (RBFN)”, International Journal of Applied Engineering Research, Vol.  9, No. 21, Pages 4997-4999, 2014.
3. Khwairakpam Amitab, Arnab Kumar Maji, Debdatta Kandar. “Speckle noise filtering in SAR images using fuzzy logic and particle swarm optimization”, Journal of Computational Methods in Sciences and Engineering, Vol. 18, No. 4, Pages 859-873, 2018.
4. Kishore Medhi, Khwairakpam Amitab, V. Dhilip Kumar, Debdatta Kandar. “Noise Reduction in Synthetic Aperture Radar Images Using Convolutional Neural Network”, Journal of Computational and Theoretical Nanoscience, Vol. 15, No. 8, Pages 2572-2576, 2018.
5. Khwairakpam Amitab, Debdatta Kandar, Babusena Paul, “Noise reduction in synthetic aperture radar images using fuzzy logic and genetic algorithm”, Microsystem Technologies, Vol. 25, No. 5, Pages 1743-1752, 2019.
6. Dinthisrang Daimary, Mayur Bhargab Bora, Khwairakpam Amitab, Debdatta Kandar, “Brain Tumor Segmentation from MRI Images using Hybrid Convolutional Neural Networks”, Procedia Computer Science, Vol. 167, Pages 2419-2428, 2020.
7. Mayur Bhargab Bora, Dinthisrang Daimary, Khwairakpam Amitab, Debdatta Kandar, “Handwritten Character Recognition from Images using CNN-ECOC”, Procedia Computer Science, Vol. 167, Pages 2403-2409, 2020.
8. Alicia Passah, Khwaurakpam Amitab, Debdatta Kandar, “SAR image despeckling using deep CNN”, IET Image Processing, Vol. 15, No. 6, Pages 1285-1297, 2021.
9. Khwairakpam Amitab, Lal Hmingliana,  Amitabha Nath, “Application of Machine Learning Techniques in Crop Disease Classification: A comprehensive review”, Science and Technology Journal, Vol. 9, No. 1, Pages 89-93, 2021, Pages 1-48, 2022.
10. Lal Hmingliana, Amitabha Nath, Ch. Udaya Bhaskara Rao, Goutam Saha, Khwairakpam Amitab, Lalrempuia Sailo, “Computational Technique for Interlinking of Dam Sites”, Science and Technology Journal, Vol. 9, No. 2, Pages169-173, 2021.
11. Moziihrii Ado, Khwairakpam Amitab, Arnab Kumar Maji, Elźbieta Jasińska, Radomir Gono, Zbigniew Leonowicz, Michal Jasinski, “Landslide Susceptibility Mapping Using Machine Learning: A Literature Survey”, Remote Sensing, Vol. 14, No.13, 3029, 2022.

B. International/National Conf. Proc.

1. Khwairakpam Amitab, Padmavati, “Hexadecimal Conversion to Detect SQL Injection Attacks using Chi-Square Test”, International Conference on Innovative Science and Engineering Technology (ICISET), page no. 184-188, Gujarat, India, 2011.
2. K. Amitab, D. Kandar, A. K. Maji, “Speckle Noise Reduction in Synthetic Aperture Radar Image using Multi-Layered Perceptron”, International Conference on Electrical, Electronics, Computing and Communication Systems (EECCS'15), Vol. 1, Pages 96-99, 09th - 10th January, Banglore, 2015.
3. K. Amitab, S. Jelil, R. K. Das, F. Pyrtuh, L. J. Singh, S.R. M. Prasanna, “Exploring Speaker Modeling Techniques for Short-Phrase Based Person Authentication System”, International Conference on  Computing and Communication Systems  2015 (I3CS’15), Vol. 1, Pages 165-170, 9th – 10th April, Shillong, 2015.
4. K. Amitab, G. Saha, A. Nath, D. Kandar, “Detection of Lung Cancer based on Observing Nodule size variation in CT scan Images”, International Conference on  Computing and Communication Systems  2015 (I3CS’15), Vol. 1, Pages 114-117, 9th – 10th April,  Shillong, 2015.
5. K. Amitab, D. Kandar, A.K. Maji, V. D. Kumar, “Radial Basis Function Based Synthetic Aperture Radar Imaging System”, International Conference on Technological Convergence for Information, Food, Health And Energy Security (TCIFES 2015), 1st -2nd May, Chennai, 2015.
6. Khwairakpam Amitab, Debdatta Kandar, Simanta Sonowal, “Synthetic Aperture Radar Image Processing Using MLP and RBF”, 2nd International Conference on Microelectronics, Circuits and Systems (Micro-15), Vol.1, Pages 114-117, 11th -12th July, Kolkata, 2015. 
7. Khwairakpam Amitab, Debdatta Kandar, “Speckle noise reduction in Synthetic Aperture Radar Images using Fuzzy Logic”, 3rd International Conference on Microelectronics, Circuits and Systems (Micro-16), Pages 82-87, 9th -10th July, Kolkota, 2016.
8. Khwairakpam Amitab, Kishore Medhi, Debdatta Kandar, Babusena Paul. “Impulse Noise Reduction in Digital Images Using Fuzzy Logic and Artificial Neural Network”, Proceedings of the International Conference on Computing and Communication Systems, Springer, Singapore, Pages 155-165, 2018.
9. Khwairakpam, Amitab, Ruhul Amin Hazarika, and Debdatta Kandar. "Image Segmentation by Fuzzy Edge Detection and Region Growing Technique." Proceedings of the Third International Conference on Microelectronics, Computing and Communication Systems. Springer, Singapore, 2019.
10. Ritesh Kumar, Khwairakpam Amitab. "Semantic Segmentation of Road Scene Using Deep Learning.", Proceedings of International Conference on Frontiers in Computing and Systems. Springer, Singapore, 2022.

C. Book Chapters:

1. Khwairakpam Amitab, Debdatta Kandar, Arnab K. Maji, “Speckle Noise Filtering Using Back-Propagation Multi-Layer Perceptron Network in Synthetic Aperture Radar Image”, Research Advances in the Integration of Big Data and Smart Computing, pages 280-301, October, IGI Global, USA, 2016
2. Khwairakpam Amitab, Debdatta Kandar, Arnab K. Maji, “Comparative evaluation of Radial Basis Function Network transfer function for filtering Speckle noise in Synthetic Aperture Radar images”, Emerging Research in Computing, Information, Communication and Applications, ERCICA 2015, Volume 3, pages. 243-252, Springer, Singapore, 2015.
3. Kishore Medhi, Khwairakpam Amitab, Debdatta Kandar, Babusena Paul, “Noise Reduction in Synthetic Aperture Radar Images Using Fuzzy and Self-Organizing Map”, Advances in Communication, Devices and Networking, Springer, Singapore, Pages. 295-301, 2018.
4. Debashree Bhattacharjee, Khwairakpam Amitab, Debdatta Kandar. “Despeckling of SAR Image Based on Fuzzy Inference System”, Information and Communication Technology for Sustainable Development, Springer, Singapore, Pages 463-473, 2018.