Multiple kernel clustering with late fusion consensus local graph preserving
Sign Up to like & getrecommendations! Published in 2021 at "International Journal of Intelligent Systems"
DOI: 10.1002/int.22596
Abstract: Multiple kernel clustering (MKC) methods aim at integrating an optimal partition from a set of precalculated kernel matrices. Though achieving success in various applications, we observe that existing MKC methods: (i) lack of representation flexibility;… read more here.
Keywords: local graph; kernel clustering; multiple kernel; graph ... See more keywords
LABNet: Local Graph Aggregation Network with Class Balanced Loss for Vehicle Re-Identification
Sign Up to like & getrecommendations! Published in 2021 at "Neurocomputing"
DOI: 10.1016/j.neucom.2021.07.082
Abstract: Vehicle re-identification is an important computer vision task where the objective is to identify a specific vehicle among a set of vehicles seen at various viewpoints. Recent methods based on deep learning utilize a global… read more here.
Keywords: vehicle; vehicle identification; local graph; graph ... See more keywords
Local Graph Point Attention Network in Point Cloud Segmentation
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Access"
DOI: 10.1109/access.2023.3263852
Abstract: Exploiting global factors and embedding them directly into local graphs in point clouds are challenging due to dense points and irregular structure. To accomplish this goal, we propose a novel end-to-end trainable graph attention network… read more here.
Keywords: attention network; graph; local graph; point ... See more keywords
DeepSeed Local Graph Matching for Densely Packed Cells Tracking
Sign Up to like & getrecommendations! Published in 2021 at "IEEE/ACM Transactions on Computational Biology and Bioinformatics"
DOI: 10.1109/tcbb.2019.2936851
Abstract: The tracking of densely packed plant cells across microscopy image sequences is very challenging, because their appearance change greatly over time. A local graph matching algorithm was proposed to track such cells by exploiting the… read more here.
Keywords: local graph; image sequences; cell; graph matching ... See more keywords