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基于内容的图像检索系统(合集)

雷霄骅
 雷霄骅
发布于 2014/08/16 13:55
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3 月,跳不动了?>>>

基于内容的图像检索,即CBIR(Content-based image retrieval),是计算机视觉领域中关注大规模数字图像内容检索的研究分支。典型的CBIR系统,允许用户输入一张图片,以查找具有相同或相似内容的其他图片。而传统的图像检索是基于文本的,即通过图片的名称、文字信息和索引关系来实现查询功能。

本文是Wiki上统计的当前主要的基于内容的图像检索系统。

商业图像搜索引擎:

名称 描述 外部图像查询 元数据查询 索引的大小 (
估计值, Millions of Images)
组织 协议 (Open/Closed)
Elastic Vision Smart image searcher with content-based clustering in a visual network. No No   Private Company Closed
Google Image Search Google's CBIR system, note: does not work on all images Yes Yes   Public Company Closed
Baidu Image Search Baidu's CBIR system Yes Yes 1000M Public Company Closed
ID My Pill Automatic prescription pill identification (CBIR) Yes No   Private Company Open (via API)
Imense Image Search Portal CBIR search engine, by Imense. No Yes 3M Private Company Closed
Imprezzeo Image Search CBIR search engine, by Imprezzeo. No Yes   Private Company Closed
Visual Image Search CBIR search engine, by pixolution Yes No 10M Private Company Closed
Incogna Image Search CBIR search engine, by Incogna Inc. No Yes 100M Private Company Closed
Like.com Shopping & fashion based CBIR engine No Yes 1M Private Company Closed
Chic Engine Visual fashion search engine (CBIR) Yes No   Private Company Closed
MiPai similarity search engine Online similarity search engine Yes Yes 100M Individual Closed
Piximilar Demo engine, developed by Idee Inc. No No 3M Private Company1 Closed
Empora Product comparison & shopping using CBIR for product images. Previously known as Pixsta No Yes 0.5M Private Company Closed
Shopachu Shopping & fashion CBIR engine, by Incogna Inc. No Yes 1M Private Company Closed
TinEye CBIR site for finding variations of web images, by Idee Inc. Yes No 1800M Private Company Closed
Tiltomo CBIR system using Flickr photos No Yes   Private Company Closed
eBay Image Search Image Search for eBay Fashion No Yes 20M Public Company Closed
Visual Recognition Factory Visual Recognition Factory Yes Yes   Private Company Closed
IMMENSELAB CBIR search engine by KBKGROUP. Yes No 10M Private Company Closed
Macroglossa Visual Search CBIR visual search engine Yes No   Private Company Closed

研究项目(有一部分是开源的):

名称

外部图像查询

元数据查询

索引大小 (估计值, Millions of Images)

组织

协议 (Open/Closed)

akiwi

Yes

Yes

15M

University

Closed

ALIPR

Yes

Yes

University

Closed

Anaktisi

Yes

No

0.225M

University

Open

BRISC

Yes

No

University

GPL

Caliph & Emir

Yes

No

Desktop-based

University

GPL

FIRE

No

No

University

Open

GNU Image Finding Tool

Yes

No

Desktop-based

GNU

GPL

ISSBP

Yes

Yes

free-beta limited to 4k images

Private Company

Closed

img(Rummager)

Yes

No

Desktop-based

Individual

Closed

imgSeek

Yes

No

Individual

GPL

IKONA

Yes

Yes

University

Closed

IOSB

Yes

No

Desktop-based

Research Institute

Closed

LIRE

Yes

Yes

University

GPL

Lucignolo

Yes

Yes

106M

Research Institute

Closed

MIFile

No

No

106M

Research Institute

Open

MUVIS

Yes

No

Desktop-based

University

Closed

PIRIA

Yes

Yes

130M

University

Closed

PicsLikeThat

No

No

12M

University

Closed

Pixcavator

Yes

No

Desktop-based

Private company

Closed

pixolu

Yes

No

Private Company / University

Closed

RETIN

No

No

University

Closed

Retrievr

No

No

University

Closed

SIMBA

Yes

No

0.002M

University

Closed

TagProp

No

Yes

Institute

Closed

VIRaL

Yes

Yes

2.221M

University

Closed

Windsurf

Yes

No

University

Closed

PIBE

Yes

No

University

Closed

SHIATSU

Yes

Yes

University

Closed


用过其中的LIRE和Caliph & Emir,还是比较好用的


原文地址:http://en.wikipedia.org/wiki/List_of_CBIR_Engines

本文转载自:http://blog.csdn.net/leixiaohua1020/article/details/12521347

雷霄骅

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