Query Specific Rank Fusion for Image Retrieval

Recently two lines of image retrieval algorithms demonstrate excellent scalability: 1) local features indexed by a vocabulary tree, and 2) holistic features indexed by compact hashing codes. Although both of them are able to search visually similar images effectively, their retrieval precision may v...
Ausführliche Beschreibung

Gespeichert in:
Autor*in:

Shaoting Zhang [verfasserIn]

Ming Yang

Cour, Timothee

Kai Yu

Metaxas, Dimitris N

Format:

Artikel

Sprache:

Englisch

Erschienen:

2015

Schlagwörter:

compact hashing codes

UKbench public datasets

image retrieval algorithms

query specific rank fusion

link analysis

graph-based query specific fusion approach

Scalability

Holidays public datasets

image fusion

feature-level fusion

Visualization

Vocabulary

multiple retrieval methods

top candidate nearest neighborhoods

ordered retrieval set fusion

Fuses

trees (mathematics)

Image edge detection

vocabulary tree

image retrieval

Corel-5K public datasets

large-scale San Francisco landmarks datasets

Image retrieval

Methods

Systematik:

Übergeordnetes Werk:

Enthalten in: IEEE transactions on pattern analysis and machine intelligence - Washington, DC : IEEE Computer Soc., 1979, 37(2015), 4, Seite 803-815

Übergeordnetes Werk:

volume:37 ; year:2015 ; number:4 ; pages:803-815

Links:

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DOI / URN:

10.1109/TPAMI.2014.2346201

Katalog-ID:

OLC1968068260

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