MRIM-LIG at ImageCLEF 2009: Robotvision, Image Annotation and Retrieval Tasks

被引：0

作者：

Pham, Trong-Ton ^{[1
]}

Maisonnasse, Loic ^{[2
]}

Mulhem, Philippe ^{[1
]}

Chevallet, Jean-Pierre ^{[1
]}

Quenot, Georges ^{[1
]}

Al Batal, Rami ^{[1
]}

机构：

[1] Univ Grenoble, CNRS, Lab Informat Grenoble LIG, F-75700 Paris, France

[2] Lab Informat Image & Syst Infromat LIRIS, Lyon, France

来源：

MULTILINGUAL INFORMATION ACCESS EVALUATION II: MULTIMEDIA EXPERIMENTS, PT II | 2010年 / 6242卷

关键词：

D O I：

10.1007/978-3-642-15751-6_42

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

This paper describes mainly the experiments that have been conducted by the MRIM group at the LIG in Grenoble for the the ImageCLEF 2009 campaign, focusing on the work done for the Robotvision task. The proposal for this task is to study the behaviour of a generative approach inspired by the language model of information retrieval. To fit with the specificity of the Robotvision task, we added post-processing in a way to tackle with the fact that images do belong only to several classes (rooms) and that image are not independent from each others (i.e., the robot cannot in one second be in three different rooms). The results obtained still need improvement, but the use of such language model in the case of Robotvision is showed. Some results related to the Image Retrieval task and the Image annotation task are also presented.

引用

页码：324 / +

页数：2

共 5 条

[1] CINDI at ImageCLEF 2006: Image retrieval & annotation tasks for the general photographic and medical image collections
Rahman, M. M.
Sood, V.
Desai, B. C.
Bhattacharya, P.
[J]. EVALUATION OF MULTILINGUAL AND MULTI-MODAL INFORMATION RETRIEVAL, 2007, 4730 : 715 - +
[2] Overview of the ImageCLEF 2006 photographic retrieval and object annotation tasks
Clough, Paul
Grubinger, Michael
Deselaers, Thomas
Hanbury, Allan
Mueller, Henning
[J]. EVALUATION OF MULTILINGUAL AND MULTI-MODAL INFORMATION RETRIEVAL, 2007, 4730 : 579 - +
[3] Medical image retrieval and automated annotation: OHSU at ImageCLEF 2006
Hersh, William
Kalpathy-Cramer, Jayashree
Jensen, Jeffery
[J]. EVALUATION OF MULTILINGUAL AND MULTI-MODAL INFORMATION RETRIEVAL, 2007, 4730 : 660 - +
[4] Medical Image Retrieval and Automatic Annotation: OHSU at ImageCLEF 2007
Kalpathy-Cramer, Jayashree
Hersh, William
[J]. ADVANCES IN MULTILINGUAL AND MULTIMODAL INFORMATION RETRIEVAL, 2008, 5152 : 623 - 630
[5] ImageCLEF 2009 Medical Image Annotation Task: PCTs for Hierarchical Multi-Label Classification
Dimitrovski, Ivica
Kocev, Dragi
Loskovska, Suzana
Dzeroski, Saso
[J]. MULTILINGUAL INFORMATION ACCESS EVALUATION II: MULTIMEDIA EXPERIMENTS, PT II, 2010, 6242 : 231 - +

← 1 →