Nodal-statistics-based equivalence relation for graph collections.
Sign Up to like & getrecommendations! Published in 2022 at "Physical review. E"
DOI: 10.1103/physreve.107.014302
Abstract: Node role explainability in complex networks is very difficult yet is crucial in different application domains such as social science, neurosciences, or computer science. Many efforts have been made on the quantification of hubs revealing… read more here.
Keywords: graph; relation graph; nodal statistics; equivalence relation ... See more keywords
Multi-Scale Attention and Structural Relation Graph for Local Feature Matching
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DOI: 10.1109/access.2022.3215168
Abstract: Building a dense correspondence between two images is a fundamental vision problem. Most existing methods use local features, but global features cannot be ignored. Local features are often not enough to disambiguate similar regions without… read more here.
Keywords: multi scale; scale attention; structural relation; feature ... See more keywords
Learning Social Spatio-Temporal Relation Graph in the Wild and a Video Benchmark.
Sign Up to like & getrecommendations! Published in 2021 at "IEEE transactions on neural networks and learning systems"
DOI: 10.1109/tnnls.2021.3110682
Abstract: Social relations are ubiquitous and form the basis of social structure in our daily life. However, existing studies mainly focus on recognizing social relations from still images and movie clips, which are different from real-world… read more here.
Keywords: video; spatio temporal; temporal relation; relation graph ... See more keywords