Beyond bags of features: Spatial pyramid matching for recognizing natural scene categories
2006 • 10727 Citations
Published in 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006)
Svetlana Lazebnik
Svetlana Lazebnik is a researcher affiliated with University of Illinois at Urbana-Champaign, specializing in AI & Machine Learning. Their work has been cited 41,086 times. This profile visualizes their global influence, highlighting strong citation networks in GB.
AI & Machine Learning
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University of Illinois at Urbana-Champaign•
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Svetlana Lazebnik's Citation Metrics
Bibliometric impact based on 1 indexed publication.
- H-Index
- 1
- i10-Index
- 1
- Total Citations
- 41,086
- Citing Countries
- 3
As of April 2026.
Svetlana Lazebnik has an h-index of 1 and 41,086 total citations across 1 publication, with research cited by institutions in 3 countries.
Global Impact Map
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Top Citing Countries(Limited)
United Kingdom(GB)
2Taiwan(TW)
2Germany(DE)
1Top Citing Institutions(Limited)
Academia Sinica
2University of Southampton
2Independent Researcher
1Humboldt-Universität zu Berlin
1Visa Evidence Package
Views and exports tuned for EB-1A, O-1A, and EB-2 NIW petitions. Sustained acclaim, geographic reach, and independent-citation filtering are the strongest evidence categories immigration adjudicators look for.
Citer Influence Network
Visa-ready visualisation: each outer ring node is a country citing this scholar. Node size & edge weight scale with citing-paper count. Showing top 3 of 3 countries (5 total citations).
Letter of Support — Candidate Recommenders
Ranked by EB-1A / O-1A relevance: independence from your home institution, affiliation with a top-ranked institution, repeat citations of your work, and recency. Reach out to the highest-scoring candidates to request support letters.
- #1
Matthew Middlehurst
5.0University of Southampton
United Kingdom· Cited your work 1 time
Independent - #2
Anthony Bagnall
5.0University of Southampton
United Kingdom· Cited your work 1 time
Independent - #3
Chien-Yao Wang
5.0Academia Sinica
Taiwan· Cited your work 1 time
Independent - #4
Hong-Yuan Mark Liao
5.0Academia Sinica
Taiwan· Cited your work 1 time
Independent - #5
Patrick Schäfer
6.5Humboldt-Universität zu Berlin
Germany· Cited your work 1 time
IndependentDiversifies geography
Scores combine 5 signals: independence (+3), prestige institution (+2), repeat citations (+2 per paper, cap 5), recent activity (+1), and geography diversity (+1.5). Identity matching uses name + institution; namesakes at the same org are merged.
Cited by 5 papers
5 / 5 independent
Citations flagged as non-independent share the scholar's home institution (University of Illinois at Urbana-Champaign). EB-1A & O-1A petitions typically quote the independent-citation count as the stronger evidence of outside recognition.
· cites “Beyond bags of features: Spatial pyramid matching for recognizing natural scene categories”
- Bake off redux: a review and experimental evaluation of recent time series classification algorithms
Matthew Middlehurst, Patrick Schäfer, Anthony Bagnall
Data Mining and Knowledge Discovery· cites “Beyond bags of features: Spatial pyramid matching for recognizing natural scene categories”
Alexey Bochkovskiy, Chien-Yao Wang, Hong-Yuan Mark Liao
arXiv preprint (arXiv:2004.10934)· cites “Beyond bags of features: Spatial pyramid matching for recognizing natural scene categories”
· cites “Beyond bags of features: Spatial pyramid matching for recognizing natural scene categories”
· cites “Beyond bags of features: Spatial pyramid matching for recognizing natural scene categories”
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