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Shubham Rana
Shubham Rana
Postdoctoral Researcher, Universita Cattolica del Sacro Cuore
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Comparative analysis of single and multi frame super resolution in satellite imagery
S Rana, H Singh, A Kumar
IGARSS 2018-2018 IEEE International Geoscience and Remote Sensing Symposium …, 2018
62018
Comprehensive Evaluation of Multispectral Image Registration Strategies in Heterogenous Agriculture Environment
S Rana, S Gerbino, M Crimaldi, V Cirillo, P Carillo, F Sarghini, A Maggio
Imaging 10 (61), 25, 2024
42024
RafanoSet: Dataset of raw, manually, and automatically annotated Raphanus Raphanistrum weed images for object detection and segmentation.
S Rana, S Gerbino, D Barretta, P Carillo, M Crimaldi, V Cirillo, A Maggio, ...
Data in Brief 54, 110430, 2024
22024
GobhiSet: Dataset of raw, manually, and automatically annotated RGB images across phenology of Brassica oleracea var. Botrytis
S Rana, S Gerbino, D Barretta, M Crimaldi, V Cirillo, A Maggio, F Sarghini
Data in Brief 54, 2024
22024
Comparative analysis of feature and intensity based image registration algorithms in variable agricultural scenarios
S Rana, S Gerbino, P Mehrishi, M Crimaldi
International Conference on Image Processing and Capsule Networks, 143-160, 2022
22022
Crop Growth Analysis Using Automatic Annotations and Transfer Learning in Multi-Date Aerial Images and Ortho-Mosaics
S Rana, S Gerbino, E Akbarisekehravani, MB Russo, P Carillo
Agronomy 14 (9), 19, 2024
12024
Study of spectral overlap and heterogeneity in agriculture based on soft classification techniques
S Rana, S Gerbino, P Carillo
MethodsX 14, 103114, 2025
2025
GobhiSet: Logical data repository of manually and automatically annotated aerial RGB images and orthomosaics of Brassica oleracea var. Botrytis
S Rana, M Crimaldi, D Barretta, P Carillo, S Gerbino, V Cirillo, A Maggio, ...
https://data.mendeley.com/datasets/dcjjcwc5dh/3, 2024
2024
RafanoSet: Logical data repository of manually and automatically annotated Raphanus Raphanistrum weed images for Computer Vision-based analysis
S Rana, S Gerbino, D Barretta, M Crimaldi, V Cirillo, A Maggio, F Sarghini
https://zenodo.org/records/10567784, 2024
2024
Comparative Analysis of Modified Wasserstein Generative Adversarial Network with Gradient Penalty for Synthesizing Agricultural Weed Images
S Rana, S Gerbino, P Carillo
2024
Optimizing Crop Segmentation in Heterogeneous Agriculture Scenario across Phenology of Brassica oleracea var. botrytis
S Rana, S Gerbino, P Carillo, M Esposito, M Crimaldi, V Cirillo, A Maggio, ...
https://lps22.ollyservices.com/frontend/index.php@page_id=22745 …, 2022
2022
ADVENT OF WASSERSTEIN GENERATIVE ADVERSARIAL NETWORKS WITH GRADIENT PENALTY FOR SYNTHESIZING AGRICULTURAL WEED IMAGES
S Rana, S Gerbino
TU IASI - 5th International Conference of the Doctoral School 5, 23, 2022
2022
Study of the Behavior of Super Resolution on Soft-Classified Output
S Rana, A Kumar
Journal of the Indian Society of Remote Sensing 47 (10), 1751-1760, 2019
2019
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