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SmartScan: An AI-based Interactive Framework for Automated Region Extraction from Satellite Images
Savinay Nagendra, Kashif Rashid
The deployment of a continuous methane monitoring system requires determining the optimal number and placement of fixed sensors. However, planning is labor-intensive, requiring ext…
SAMIC: Segment Anything with In-Context Spatial Prompt Engineering
Savinay Nagendra, Kashif Rashid, Chaopeng Shen +1
Few-shot segmentation is the problem of learning to identify specific types of objects (e.g., airplanes) in images from a small set of labeled reference images. The current state o…
Estimating Uncertainty in Landslide Segmentation Models
Savinay Nagendra, Chaopeng Shen, Daniel Kifer
Landslides are a recurring, widespread hazard. Preparation and mitigation efforts can be aided by a high-quality, large-scale dataset that covers global at-risk areas. Such a datas…
Emotion Recognition from the perspective of Activity Recognition
Savinay Nagendra, Prapti Panigrahi
Applications of an efficient emotion recognition system can be found in several domains such as medicine, driver fatigue surveillance, social robotics, and human-computer interacti…