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Computer Vision
Research Group in Artificial Intelligence
 
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AI-ready Snow Radar Echogram Dataset (SRED) for climate change monitoring
Posted by Mark Field in Artificial Intelligence and Computer Vision
Tracking internal layers in radar echograms with high accuracy is essential for understanding ice sheet dynamics and quantifying the impact of accelerated ice discharge in Greenland and othe....
Self-Supervision Enhances Instance-based Multiple Instance Learning Methods in D ...
Posted by Mark Field in Artificial Intelligence and Computer Vision
Multiple Instance Learning (MIL) has emerged as the best solution for Whole Slide Image (WSI) classification. It consists of dividing each slide into patches, which are treated as a bag of i....
Fast2comm:Collaborative perception combined with prior knowledge
Posted by Mark Field in Artificial Intelligence and Computer Vision
Collaborative perception has the potential to significantly enhance perceptual accuracy through the sharing of complementary information among agents. However, real-world collaborative perce....
Detection and Classification of Diseases in Multi-Crop Leaves using LSTM and CNN ...
Posted by Mark Field in Artificial Intelligence and Computer Vision
Plant diseases pose a serious challenge to agriculture by reducing crop yield and affecting food quality. Early detection and classification of these diseases are essential for minimising lo....