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An Integrated Approach to Text and Image Retrieval- The Lowlands Team at Trecvid 2005

Thijs Westerveld, Jan C. van Gemert, Roberto Cornacchia, Djoerd Hiemstra, Arjen P. de Vries
2005 TREC Video Retrieval Evaluation  
Some models are good for one topic other for the next. Future research has to show whether a combined approach is useful.  ...  Our main focus for this year was on setting up a flexible retrieval environment rather than on evaluating novel video retrieval approaches.  ...  The integration realized is only at its first stage: limited to the GMM retrieval model for visual information only, not flexible (it is Trecvid-specific), and not particularly elegant.  ... 
dblp:conf/trecvid/WesterveldGCHV05 fatcat:fyqgloc26fcazaf4rlae4brxyu

TRECVID 2005 - An Overview

Paul Over, Tzveta Ianeva, Wessel Kraaij, Alan F. Smeaton
2005 TREC Video Retrieval Evaluation  
We are particularly grateful to Christian Petersohn at the Fraunhofer (Heinrich Hertz) Institute in Berlin for providing the master shot reference and to the team at the Centre for Digital Video Processing  ...  9 Authors' note TRECVID would not happen without support from ARDA/DTO and NIST and the research community is very grateful for this.  ...  Multimodal approaches have always been common in TRECVID, specifically combinations of retrieval based on searching the ASR text, based on matching keyframes using image similarity approaches, and based  ... 
dblp:conf/trecvid/OverIKS05 fatcat:czlfoelhrnaxnnhwr74antamqi

From Text to Image: Generating Visual Query for Image Retrieval [chapter]

Wen-Cheng Lin, Yih-Chen Chang, Hsin-Hsi Chen
2005 Lecture Notes in Computer Science  
In this paper, we explore the help of visual features to cross-language image retrieval. We propose an approach that transforms textual queries into visual representations.  ...  The relationships between text and images are modeled. Visual queries are constructed from textual queries using the relationships.  ...  Several hybrid approaches (The Lowlands Team, 2002; Westerveld, 2000 Westerveld, , 2002 that integrate visual and textual information have been proposed.  ... 
doi:10.1007/11519645_65 fatcat:vigdrkpeufdubbegcufud4kzcq

Aggregated feature video retrieval for MPEG-7 via clustering

Jiamin Ye
2005 SIGIR Forum  
The interest of this work focuses on a method to integrate visual information into an available XML retrieval approach and our approach will be given in Chapter 4.  ...  of specific topics [Hauptmann et al, 2003] Similarly, the Lowlands team implemented an anchor person detection algorithm to filter out anchor shots before further retrieval and their experiments have  ... 
doi:10.1145/1067268.1067298 fatcat:b7v4top2pbeu7bjup6uliswpw4