- Image Fusion and Segmentation
- Deep Learning/ Machine Learning
- Optical & Radar Remote Sensing (Geo-informatics)
Experience top of the world living and learning at SRM University-AP
+91-863-2343000
080-6988-6999 (admissions)
Email: admissions@srmap.edu.in
SRM University-AP, Neerukonda,
Mangalagiri Mandal, Guntur District, Andhra Pradesh - 522240
- June 2022 – December 2024 – Assistant Professor – School of Computer Science, University of Petroleum and Energy Studies, Dehradun, India
- December 2021 - June 2022 – Assistant Professor – Computer Science & Engineering Department, Sharda University, Greater Noida, India
- Combining deep learning algorithms with satellite imagery to harness satellite observations for various purposes such as land use land cover mapping, crop mapping, etc. fusion, classification, landslide susceptibility, analysis of catastrophe effect.
- Earth observation, climate change, transportation, crop mapping, built-form planning, disasters, health infrastructure management using hybrid machine learning/ deep learning algorithms.
- IEEE Member
- Geoscience and Remote Sensing, IEEE Transactions
- Life Member of Indian Society of Remote Sensing
- European Geosciences Union Member
- Sharma, M., Upadhyay, R.K., Tripathi, G., Kishore, N., Shakya, A., Meraj, G., Kanga, S., Singh, S.K., Kumar, P., Johnson, B.A. and Thakur, S.N. (2023). “Assessing Landslide Susceptibility along India’s National Highway 58: A Comprehensive Approach Integrating Remote Sensing, GIS, and Logistic Regression Analysis,” Conservation, 3(3), 444-459.
- Shakya, A., Biswas, M. and Pal, M.(2023). “Fusion and Classification of SAR and Optical Data Using Multi-Image Color Components with Differential Gradients,” Remote Sensing, 15(1), 274-289.
- Nigam, R., Tripathi, G., Priya, T., Luis, A.J., Vaz, E., Kumar, S., Shakya, A., Damsio, B. and Kotha, M. (2022). “Did Covid-19 lockdown positively affect the urban environment and UN-Sustainable Development Goals?,” PLoS One, 17(9), 1-21.
- Shakya, A., Tripathi, G., Nigam, R. and Chakraverti, A.K. (2022). “Quantifying Spatio Temporal Changes in Coastal Built-up area of South Goa based on Landsat Imageries using Google Earth Engine,” ADBU- Journal of Engineering Technology, 15 (759), 1-33.
- Shakya, A., Biswas, B. and Pal, M. (2022). “Evaluating the potential of pyramid-based fusion coupled with convolutional neural network for satellite image classification,” Arabian Journal of Geosciences, 15 (759), 1-33.
- Shakya, A., Biswas, B. and Pal, M. (2021). “Fusion and Classification of multi-temporal SAR and Optical Imagery using Convolutional Neural Network,” International Journal of Image and Data Fusion, 1-25.
- Chachondhiya, P., Shakya, A. and Kumar, G. (2021). “Performance evaluation of Machine Learning Algorithms using Optical and Microwave data for LULC classification,” Remote Sensing Applications: Society and Environment, 23, 100599-100611.
- Shakya, A., Biswas, B. and Pal, M. (2021). “Parametric study of Convolutional Neural Network based Remote Sensing image classification,” International Journal of Remote Sensing, 42 (7), 2663-2685.
- Shakya, A., Biswas, B. and Pal, M. (2020). “CNN-based fusion and classification of SAR and Optical data,” International Journal of Remote Sensing, 41 (22), 8839-8861.
- Shakya, A., Kumar, A. (2019). “Noise Clustering Based Hypertangent Kernel Classifier for Satellite Imaging Analysis,” Journal of Indian Society of Remote Sensing, 47 (12), 2009-2025
- E-mail id: achala.s@srmap.edu.in