Florida International University - University of Miami TRECVID 2013

Tao Meng, Guiru Zhao, Fausto Fleites, Miguel Gavidia, Tarek Sayed, Yang Liu, Mei Ling Shyu, Hsin Yu Ha, Shu Ching Chen

Research output: Contribution to conferencePaper

1 Scopus citations

Abstract

This paper demonstrates the framework and results from the team “Florida International University - University of Miami (FIU-UM)” in TRECVID 2013 Semantic Indexing (SIN) task [14, 15]. Four runs were submitted, and the summary of these four runs are as follows: • M A FIU-UM-1 1: SVM - Support vector machine (SVM) based ranking using key frame (KF) features. • M A FIU-UM-2 2: SVM+DASD - SVM based ranking using KF features, domain adaptive semantic diffusion (DASD) is applied to refine results of this round. • M A FIU-UM-3 3: SVM+AAN - SVM based ranking using KF features, concept association network (CAN) is applied to refine results of this round. • M A FIU-UM-4 4: Fusion of the results generated from three models corresponding to the aforementioned three runs. In addition, the results of deformable part model for some concepts are also integrated.

Original languageEnglish (US)
StatePublished - Jan 1 2013
Externally publishedYes
Event2013 TREC Video Retrieval Evaluation, TRECVID 2013 - Gaithersburg, United States
Duration: Nov 20 2013Nov 22 2013

Conference

Conference2013 TREC Video Retrieval Evaluation, TRECVID 2013
CountryUnited States
CityGaithersburg
Period11/20/1311/22/13

ASJC Scopus subject areas

  • Information Systems
  • Signal Processing
  • Electrical and Electronic Engineering

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  • Cite this

    Meng, T., Zhao, G., Fleites, F., Gavidia, M., Sayed, T., Liu, Y., Shyu, M. L., Ha, H. Y., & Chen, S. C. (2013). Florida International University - University of Miami TRECVID 2013. Paper presented at 2013 TREC Video Retrieval Evaluation, TRECVID 2013, Gaithersburg, United States.