Meiji University at ImageCLEF2010 Visual Concept Detection and Annotation Task

نویسندگان

  • Naoki Motohashi
  • Ryo Izawa
  • Tomohiro Takagi
چکیده

This paper describes the participation of the Web Science Laboratory of Meiji University in the ImageCLEF2010 photo annotation task. We devised a system that combines conceptual fuzzy sets with visual words that have become popular in the fields of image retrieval and recognition. The utility of the system was verified by comparing it with the ordinary Bag of Visual words technique. In addition, we constructed a system using Flickr User Tags that was based on the same idea. Because there are many images without tags, the system integrates visual word and tag-based methods. The utility of the integrated system was verified in an experiment.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

The University of Amsterdam's Concept Detection System at ImageCLEF 2011

The University of Amsterdam participated in the photo annotation task and the concept-based retrieval task of ImageCLEF 2011. In the per-image evaluation of the photo annotation task, we achieve the highest score overall. For the concept-based retrieval task, we submitted the best visual-only run. For the concept-based retrieval task, we considered three ways to perform visual retrieval: fully ...

متن کامل

BUAA AUDR at ImageCLEF 2012 Photo Annotation Task

This paper presents the participation of the BUAA AUDR group at ImageCLEF 2012 in the Photo Annotation and Retrieval task. We selected Flickr photos as data set to perform visual concept detection, annotation and retrieval. In this task, we had proposed multi-modal approaches that considered visual information and Flickr user tag information. We presented our visual-based and tag-based photo an...

متن کامل

CNRS TELECOM ParisTech at ImageCLEF 2016 Scalable Concept Image Annotation Task: Overcoming the Scarcity of Training Data

We introduce our participation at the ImageCLEF 2016 scalable concept detection and localization task. As in ImageCLEF 2015, this edition focuses on generating not only annotations (concept detection) but also localizing concepts into a large image collection. In our runs, we focus mainly on concept detection; our solution is purely visual and based on deep features combined with standard linea...

متن کامل

KIDS-NUTN at ImageCLEF 2012 Photo Annotation and Retrieval Task

The task of visual concept detection, annotation, and retrieval using Flickr photos at ImageCLEF 2012 was organized as two subtasks: concept annotation and concept retrieval. In this paper, we present the effort of KIDS lab for the two subtasks. The proposed approaches combine various visual and textual features, dimension reduction methods, the random forest classification models, and the semi...

متن کامل

User Tags Training Set Conditional Probability Estimation Conditional Probability Distribution Tag

Inner Mongolia University have participated the Visual concept detection, annotation, and retrieval using Flickr photos task of ImageCLEF for the first time in 2012. We have conducted experiments and submitted results for both the Concept Annotation and the Conceptbased Retrieval subtasks. This paper describes the methods we have adopted and the analysis of the results for the two subtasks. We ...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2010