KIT at MediaEval 2011 - Content-based genre classification on web-videos

نویسندگان

  • Tomas Semela
  • Hazim Kemal Ekenel
چکیده

In this paper, we run our content-based video genre classification system on the MediaEval evaluation corpus. Our system is based on several low level audio-visual cues, as well as cognitive and structural information. The purpose of this evaluation is to assess our content-based system’s performance on the diversified content of the blip.tv web-video corpus, which is described in detail in [5].

برای دانلود رایگان 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

KIT at MediaEval 2012 - Content - based Genre Classification with Visual Cues

This paper presents the results of our content–based video genre classification system on the 2012 MediaEval Tagging Task. Our system utilizes several low–level visual cues to achieve this task. The purpose of this evaluation is to assess our content–based system’s performance on the large amount of blip.tv web–videos and high number of genres. The task and corpus are described in detail in [5].

متن کامل

LIA @ MediaEval 2011: Compact representation of heterogeneous descriptors for video genre classification

This paper describes our participation in Genre Tagging Task @ MediaEval 2011, which aims at predicting the Genre of Internet videos. We propose a method that extracts low dimensional feature space based on text, audio and video information. In the best configuration, our system yields a 0.56 MAP (Mean Average Precision) on the test corpus.

متن کامل

TUB @ MediaEval 2011 Genre Tagging Task: Prediction using bag-of-words approaches

This paper describes our participation in Genre Tagging Task of MediaEval 2011, which aims to predict the videos’ category label. We use bag-of-words approaches with different features derived from visual content and associated textual information. We perform different experiments in which different constellations in respect of single modalities, classification methods, visual features and thei...

متن کامل

Overview of the MediaEval 2012 Tagging Task

The MediaEval 2012 Genre Tagging Task is a follow-up task of the MediaEval 2011 Genre Tagging Task and the MediaEval 2010 Wild Wild Web Tagging Task to test and evaluate retrieval techniques for video content as it occurs on the Internet, i.e., for semi-professional user generated content that is associated with annotations existing on the Social Web. The task uses the MediaEval 2012 Tagging Ta...

متن کامل

TUD-MIR at MediaEval 2011 Genre Tagging Task: Query expansion from a limited number of labeled videos

In this paper we present results of our initial research on genre tagging. We approach the task from information retrieval perspective using a relatively small number of labeled videos in the development set to mine query expansion terms characteristic of each genre. We also investigate which sources of information associated with the videos or extracted from their audio channel, e.g. title, de...

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

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2011