Visual AI

TagLab: AI-assisted annotation for the fast and accurate semantic segmentation of coral reef orthoimages
Semantic segmentation is a widespread image analysis task; in some applications, it requires such high accuracy that it still has to be …
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TagLab: AI-assisted annotation for the fast and accurate semantic segmentation of coral reef orthoimages
A deep learning method for frame selection in videos for structure from motion pipelines
Structure-from-Motion (SfM) using the frames of a video sequence can be a challenging task because there is a lot of redundant …
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A deep learning method for frame selection in videos for structure from motion pipelines
Towards a topological–geometrical theory of group equivariant non-expansive operators for data analysis and machine learning
We provide a general mathematical framework for group and set equivariance in machine learning. We define group equivariant …
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Towards a topological–geometrical theory of group equivariant non-expansive operators for data analysis and machine learning