3 papers
cs.CV2025
Segmentation-Aware Latent Diffusion for Satellite Image Super-Resolution: Enabling Smallholder Farm Boundary Delineation
Aditi Agarwal, Anjali Jain, Nikita Saxena +7
Delineating farm boundaries through segmentation of satellite images is a fundamental step in many agricultural applications. The task is particularly challenging for smallholder f…
cs.CV2025
Farm-Level, In-Season Crop Identification for India
Ishan Deshpande, Amandeep Kaur Reehal, Chandan Nath +20
Accurate, timely, and farm-level crop type information is paramount for national food security, agricultural policy formulation, and economic planning, particularly in agricultural…
cs.CV2018
Generative Modeling using the Sliced Wasserstein Distance
Ishan Deshpande, Ziyu Zhang, Alexander Schwing
Generative Adversarial Nets (GANs) are very successful at modeling distributions from given samples, even in the high-dimensional case. However, their formulation is also known to…