Multi-view metric learning based on KL-divergence for similarity measurement
Sign Up to like & getrecommendations! Published in 2017 at "Neurocomputing"
DOI: 10.1016/j.neucom.2017.01.062
Abstract: In the past decades, we have witnessed a surge of interests of learning distance metrics for various image processing tasks. However, facing with features from multiple views, most metric learning methods fail to integrate compatible… read more here.
Keywords: information; multiple views; view metric; metric learning ... See more keywords
Spectral–Spatial Hyperspectral Image Classification Based on Multiple Views and Multigraphs Fusion With Few Labeled Samples
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Geoscience and Remote Sensing Letters"
DOI: 10.1109/lgrs.2022.3202817
Abstract: The issue of limited labeled samples is still grave in hyperspectral image classification. Semisupervised learning (SSL) utilizing both labeled and unlabeled samples promotes a solution to this issue. However, it has been found that the… read more here.
Keywords: fusion; multiple views; image classification; hyperspectral image ... See more keywords
Learning the Global Descriptor for 3-D Object Recognition Based on Multiple Views Decomposition
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Multimedia"
DOI: 10.1109/tmm.2020.3047762
Abstract: The key point of view based strategies for the analysis of 3D object is to obtain a global descriptor from a collection of its rendered views on 2D images. The views are always redundantly sampled… read more here.
Keywords: view; multiple views; global descriptor; object recognition ... See more keywords
Parameter-Free Consensus Embedding Learning for Multiview Graph-Based Clustering.
Sign Up to like & getrecommendations! Published in 2021 at "IEEE transactions on neural networks and learning systems"
DOI: 10.1109/tnnls.2021.3087162
Abstract: Finding a consensus embedding from multiple views is the mainstream task in multiview graph-based clustering, in which the key problem is to handle the inconsistence among multiple views. In this article, we consider clustering effectiveness… read more here.
Keywords: consensus embedding; parameter free; multiple views; multiview graph ... See more keywords
Multiple Views: different meanings and collocated words
Sign Up to like & getrecommendations! Published in 2019 at "Computer Graphics Forum"
DOI: 10.1111/cgf.13673
Abstract: We report on an in‐depth corpus linguistic study on ‘multiple views’ terminology and word collocation. We take a broad interpretation of these terms, and explore the meaning and diversity of their use in visualisation literature.… read more here.
Keywords: different meanings; views different; multiple views; word ... See more keywords
View-Invariant Feature Representation for Action Recognition under Multiple Views
Sign Up to like & getrecommendations! Published in 2019 at "International Journal of Intelligent Engineering and Systems"
DOI: 10.22266/ijies2019.1231.01
Abstract: Robust Action Recognition under multiple views has gained a significant research interest recently. To enhance the performance of Multi-view Action Recognition, we propose a novel Feature extraction and Feature Selection mechanism that allows building a… read more here.
Keywords: action recognition; multiple views; feature; recognition multiple ... See more keywords
Improving Governance of Tenure in Policy and Practice: Monitoring in a Space for Multiple Views
Sign Up to like & getrecommendations! Published in 2020 at "Sustainability"
DOI: 10.3390/su12239896
Abstract: The dynamics of current global challenges—like food and nutrition security, environmental degradation, climate change, and emergencies—reduce the availability of and/or access to natural resources, and thereby underline the urgency of achieving transformational changes in the… read more here.
Keywords: governance tenure; multiple views; space multiple; governance ... See more keywords