5 papers
SAR2Agri: Learning SAR Intensity Representations for Agricultural Monitoring
Moti Rattan Gupta, Anupam Sobti
Agricultural monitoring faces unique challenges, arising from the landscape's complex temporal, phenological, and climate dynamics, yet monitoring them is critical for ensuring foo…
Towards Human-AI Accessibility Mapping in India: VLM-Guided Annotations and POI-Centric Analysis in Chandigarh
Varchita Lalwani, Utkarsh Agarwal, Michael Saugstad +3
Project Sidewalk is a web-based platform that enables crowdsourcing accessibility of sidewalks at city-scale by virtually walking through city streets using Google Street View. The…
Time2Agri: Temporal Pretext Tasks for Agricultural Monitoring
Moti Rattan Gupta, Anupam Sobti
Self Supervised Learning(SSL) has emerged as a prominent paradigm for label-efficient learning, and has been widely utilized by remote sensing foundation models(RSFMs). Recent RSFM…
EnCortex: A General, Extensible and Scalable Framework for Decision Management in New-age Energy Systems
Millend Roy, Vaibhav Balloli, Anupam Sobti +4
With increased global warming, there has been a significant emphasis to replace fossil fuel-dependent energy sources with clean, renewable sources. These new-age energy systems are…
Label-free Anomaly Detection in Aerial Agricultural Images with Masked Image Modeling
Sambal Shikhar, Anupam Sobti
Detecting various types of stresses (nutritional, water, nitrogen, etc.) in agricultural fields is critical for farmers to ensure maximum productivity. However, stresses show up in…