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Gopal Singh Phartiyal

Assistant Professor

Earth Observation Imagery and Data Processing, Geospatial Data Science, PolSAR/InSAR Image Processing
Department of Computer Science & Information Systems,
Birla Institute of Technology & Science, Pilani- 333031, Rajasthan. India.
Gopal_Singh_Phartiyal_BITS_Pilani

Research Publications

 

Journals

  1. G. S. Phartiyal, N. Bordu, D. Singh, H. Yahia, and K. Daoudi, ‘Permuted Spectral and Permuted Spectral-Spatial CNN Models for PolSAR-Multispectral Data based Land Cover Classification’, Int. J. Remote Sens., vol. 42, no. 3, pp. 1096–1120, 2020.
  2. G. S. Phartiyal, K. Kumar, and D. Singh, ‘An Improved Land Cover Classification Using Polarization Signatures for PALSAR 2 Data’, Adv. Sp. Res., vol. 65, no. 11, pp. 2622–2635, Jun. 2020.
  3. G. S. Phartiyal and D. Singh, ‘Comparative Study on Deep Neural Network Models for Crop Classification Using Time Series PolSAR and Optical Data’, ISPRS - Int. Arch. Photogramm. Remote Sens. Spat. Inf. Sci., vol. 425, pp. 675–681, Nov. 2018.
  4. G. S. Phartiyal, V. Sharma, D. Singh, H. Yahia, “Synergistic Exploitation of localized Spectral-Spatial and Temporal Information with DNNs for Multisensor Time-Series Image-Based Crop Classification”, International Journal of Applied Earth Observation and Geoinformation. (under second review)
  5. G. S. Phartiyal, D. Singh, H. Yahia, “Improved Mapping of Flood Affected Villages in India: A Novel Three-Stage Approach Using PolSAR Polarization Signatures and Ensembled Dilated CNNs”, International Journal of Remote Sensing. (under first ‘major revision’)
  6. Singh Bhupendra, and Gopal Singh Phartiyal. "Introducing ISAP and MATSS: Mental stress induced speech utterance procedure and obtained dataset." Speech Communication 145 (2022): 1-9.
  7. Jyothi Kumari, G. S. Phartiyal, D. Singh, “Exploiting Two-Dimensional PolSAR Feature Sub-Spaces with Dilated-CNNs for Classifying Mixed Classes in Multi Frequency SAR Data”, Computers and Electronics in Agriculture. (under first review)

Conferences

  1. G. S. Phartiyal, D. Singh, N. Brodu, and H. Yahia, ‘Improved Utilization of PolSAR Polarization Signatures Using Convolutional-Deep Neural Nets for Land Cover Classification’, in International Geoscience and Remote Sensing Symposium, 2019, pp. 5824–5827.
  2. G. S. Phartiyal, N. Brodu, D. Singh, and H. Yahia, ‘A mixed spectral and spatial Convolutional Neural Network for Land Cover Classification using SAR and Optical data’, in EGU General Assembly, 2018, vol. 20, p. 12647.
  3. G. S. Phartiyal, K. Kumar, D. Singh, and K. P. Singh, ‘Optimal use of polarimetric signature on PALSAR-2 data for land cover classification’, Int. Geosci. Remote Sens. Symp., vol. 2017-July, pp. 4558–4561, 2017.
  4. G S Phartiyal, Laxman S. Khangarot, D. Singh, “Impact of Permuted Spectral Neighbourhood of High-Dimensional MSTS RS Data on Crop Classification performance with DNN Model”, in International Geoscience and Remote Sensing Symposium, 2023 (Accepted)
  5. Maurya A. K., Phartiyal G. S., & Singh D. (2016, December). A critical analysis of polarimetric signatures on PALSAR 2 data for land cover classification. In 2016 11th International Conference on Industrial and Information Systems (ICIIS) (pp. 920-924).
  6. Singh Arun Kumar, et al. "Computational-Vision based Ortho rectification and Geo referencing for Correct Localization of Railway Track in UAV Imagery." IGARSS 2020-2020 IEEE International Geoscience and Remote Sensing Symposium. IEEE, 2020.
  7. Laxman S. Khangarot, Vyomika Singh, G S Phartiyal, Kundan Rathore, D. Singh, “Fraction Crop Cover Estimation at early Stage with Drone Images”, in International Geoscience and Remote Sensing Symposium, 2023 (Accepted).
  8. Trivedi D.,Gotra S, Phartiyal G.S., Singh D., "An Ultra-Wideband Dual-layer Microstrip Planar Antenna for Radar Imaging System", IEEE Conference on Antenna Measurements and Applications, CAMA, 2022.
  9. Trivedi D.,Gotra S, Phartiyal G.S., Singh D., " Design of an L-Band Microstrip Patch Antenna using Dual-substrate Layers   for Microwave Imaging System ", IEEE International Conference on Microwave, Antenna and Communication MNNIT, Allahabad)
  10. G S Phartiyal, Laxman S. Khangarot, D. Singh, “Impact of Permuted Spectral Neighbourhood of High-Dimensional MSTS RS Data on Crop Classification performance with DNN Model”, in International Geoscience and Remote Sensing Symposium, 2023
  11.  Trivedi D.,Gotra S, Phartiyal G.S., Singh D., " Modeling and Analysis of Foliage Environment Using Wideband Radar System", IEEE Conference on Antenna Measurements and Applications, CAMA, 2023.

Books

  • Kumar, P., Verma, P., Mishra, G. V., Phartiyal, G. S., & Luharia, A. A. (Eds.). (2026). Radiodiagnosis in the Era of AI. IGI Global Scientific Publishing. https://doi.org/10.4018/979-8-3373-0903-3
  • Kumar, P., Verma, P., Mishra, G. V., Phartiyal, G. S., & Luharia, A. A. (Eds.). (2026). AI in Diagnostic Radiology: Clinical Applications and Case-Based Insights. IGI Global Scientific Publishing. https://doi.org/10.4018/979-8-3373-5801-7
  • Gupta, S., Maurya, A., Phartiyal, G. S., & Singh, D. (2027). Handbook of Artificial Intelligence-driven Digital Image Analysis for Intelligent Remote Sensing: Vol. In progress (S. Gupta, A. Maurya, G. S. Phartiyal, & D. Singh, Eds.; First). CRC Press (In Progress). https://sites.google.com/view/crcpresstaylorfrancisgroup/home