Comparison of Various AVEIR Visual Concept Detectors with an Index of Carefulness - Archive ouverte HAL Access content directly
Poster Communications Year : 2009

Comparison of Various AVEIR Visual Concept Detectors with an Index of Carefulness

Hervé Glotin
Philippe Mulhem
  • Function : Author
Zhong-Qiu Zhao
  • Function : Author
Hichem Sahbi
Emilie Dumont
  • Function : Author

Abstract

Visual annotation is still an open issue. The Content Based community admits that a plurality of features and systems shall be considered. We present in this paper four very different strategies using not only visual information but also text, to implement ImageCLEF2009 Photo Annotation Task. The visual features are various, such as HSV, Gabor, EDGE, SIFT, and some more recent. Then we study each model performances, and propose a new measure, the Carefulness Index (Q) computed on the histogram of the model?s outputs. Q seems to be correlated with the model performances.
Not file

Dates and versions

hal-01126014 , version 1 (06-03-2015)

Identifiers

  • HAL Id : hal-01126014 , version 1

Cite

Hervé Glotin, Ali Fakeri-Tabrizi, Philippe Mulhem, Marin Ferecatu, Zhong-Qiu Zhao, et al.. Comparison of Various AVEIR Visual Concept Detectors with an Index of Carefulness. Image Cross Language Evaluation Forum (ImageClef 2009), Sep 2009, Corfu, Greece. ceur-ws.org, 1175, 2009, CEUR Workshop Proceedings. ⟨hal-01126014⟩
78 View
0 Download

Share

Gmail Facebook Twitter LinkedIn More