Recursive Variational Bayesian Inference to Simultaneous Registration and Fusion Article Swipe
Hao Zhu
,
Jinsong Hu
,
Henry Leung
,
Bin Zhang
·
YOU?
·
· 2016
· Open Access
·
· DOI: https://doi.org/10.5772/64012
YOU?
·
· 2016
· Open Access
·
· DOI: https://doi.org/10.5772/64012
In this paper, we propose a novel simultaneous registration and fusion approach for tracking. This method is based on a recursive Variational Bayesian (RVB) algorithm, which is the online variant of the Variational Bayesian (VB) approach. Under the Bayesian framework, the states and parameters are recursively estimated. It is shown by simulation that the proposed RVB method has better estimation performance than the conventional approach.
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- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.5772/64012
- https://journals.sagepub.com/doi/pdf/10.5772/64012
- OA Status
- gold
- Cited By
- 4
- References
- 15
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W2418969250
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Raw OpenAlex JSON
- OpenAlex ID
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https://openalex.org/W2418969250Canonical identifier for this work in OpenAlex
- DOI
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https://doi.org/10.5772/64012Digital Object Identifier
- Title
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Recursive Variational Bayesian Inference to Simultaneous Registration and FusionWork title
- Type
-
articleOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2016Year of publication
- Publication date
-
2016-01-01Full publication date if available
- Authors
-
Hao Zhu, Jinsong Hu, Henry Leung, Bin ZhangList of authors in order
- Landing page
-
https://doi.org/10.5772/64012Publisher landing page
- PDF URL
-
https://journals.sagepub.com/doi/pdf/10.5772/64012Direct link to full text PDF
- Open access
-
YesWhether a free full text is available
- OA status
-
goldOpen access status per OpenAlex
- OA URL
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https://journals.sagepub.com/doi/pdf/10.5772/64012Direct OA link when available
- Concepts
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Computer science, Bayesian probability, Bayesian inference, Recursive Bayesian estimation, Inference, Fusion, Artificial intelligence, Algorithm, Philosophy, LinguisticsTop concepts (fields/topics) attached by OpenAlex
- Cited by
-
4Total citation count in OpenAlex
- Citations by year (recent)
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2025: 1, 2022: 1, 2020: 1, 2018: 1Per-year citation counts (last 5 years)
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15Number of works referenced by this work
- Related works (count)
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10Other works algorithmically related by OpenAlex
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| abstract_inverted_index.performance | 60 |
| abstract_inverted_index.recursively | 45 |
| abstract_inverted_index.conventional | 63 |
| abstract_inverted_index.registration | 8 |
| abstract_inverted_index.simultaneous | 7 |
| cited_by_percentile_year.max | 95 |
| cited_by_percentile_year.min | 89 |
| corresponding_author_ids | https://openalex.org/A5028028879 |
| countries_distinct_count | 2 |
| institutions_distinct_count | 4 |
| corresponding_institution_ids | https://openalex.org/I10535382, https://openalex.org/I50760025 |
| citation_normalized_percentile.value | 0.82067623 |
| citation_normalized_percentile.is_in_top_1_percent | False |
| citation_normalized_percentile.is_in_top_10_percent | False |