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./wiki/List_of_CBIR_Engines
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