| Vol-807 urn:nbn:de:0074-807-1 Copyright © 2011 for the individual papers by the papers' authors. Copying permitted only for private and academic purposes. This volume is published and copyrighted by its editors.

# MediaEval 2011
Multimedia Benchmark Workshop

### Working Notes Proceedings of the MediaEval 2011 Workshop,

#### The workshop was an official satellite event of Interspeech 2011.

### Santa Croce in Fossabanda, Pisa, Italy, September 1-2, 2011.

Edited by

### Martha Larson (1)
Adam Rae (2)
Claire-Helene Demarty (3)
Christoph Kofler (4)
Florian Metze (5)
Raphael Troncy (6)
Vasileios Mezaris (7)
Gareth J.F. Jones (8)

(1) Delft University of Technology, Netherlands
(2) Yahoo! Research, Spain
(3) Technicolor, France
(4) Delft University of Technology, Netherlands
(5) Carnegie Mellon University, USA
(6) Eurecom, France
(7) ITI - CERTH, Greece
(8) Dublin City University, Ireland

# Table of Contents

## Genre Tagging Task

#### Overview paper:

- Overview of MediaEval 2011 Rich Speech Retrieval Task and Genre Tagging Task
  Martha Larson, Maria Eskevich, Roeland Ordelman, Christoph Kofler, Sebastian Schmiedeke, Gareth J. F. Jones

#### Working notes papers:

- UNED at MediaEval 2011: Can Delicious help us to improve automatic video tagging?
  Juan Manuel Cigarran Recuero, Victor Fresno Fernandez, Ana Garcia-Serrano, David Hernandez Aranda, Ruben Granados
- Brno University of Technology at MediaEval 2011 Genre Tagging Task
  Michal Hradis, Ivo Reznicek, Kamil Behun
- Audio-Visual content description for video genre classification in the context of social media
  Bogdan Ionescu, Klaus Seyerlehner, Constantin Vertan, Patrick Lambert
- Genre tagging of videos based on information retrieval and semantic similarity using WordNet
  Jose Perea-Ortega, Arturo Montejo-Raez, Manuel Diaz-Galiano, Maria Teresa Martin-Valdivia
- LIA @ MediaEval 2011: Compact representation of heterogeneous descriptors for video genre classification
  Mickael Rouvier, Georges Linares
- TUD-MIR at MediaEval 2011 Genre Tagging Task: Query expansion from a limited number of labeled videos
  Stevan Rudinac, Martha Larson, Alan Hanjalic
- TUB @ MediaEval 2011 Genre Tagging Task: Prediction using bag-of--words approaches
  Sebastian Schmiedeke, Pascal Kelm, Thomas Sikora
- KIT at MediaEval 2011 - Content-based genre classification on web-videos
  Tomas Semela, Hazim Kemal Ekenel
- UAB at MediaEval 2011: Genre Tagging Task
  Richa Tiwari, Chengcui Zhang, Manuel Montes
- TUD-MM at MediaEval 2011 Genre Tagging Task: Video search reranking for genre tagging
  Peng Xu, David Tax, Alan Hanjalic

## Rich Speech Retrieval Task

#### Overview paper:

- Overview of MediaEval 2011 Rich Speech Retrieval Task and Genre Tagging Task
  Martha Larson, Maria Eskevich, Roeland Ordelman, Christoph Kofler, Sebastian Schmiedeke, Gareth J. F. Jones

#### Working notes papers:

- UTwente does Rich Speech Retrieval at MediaEval 2011
  Robin Aly, Thijs Verschoor, Roeland Ordelman
- Out-of-the-box strategy for Rich Speech Retrieval MediaEval 2011
  Wouter Alink, Roberto Cornacchia
- DCU at MediaEval 2011: Rich Speech Retrieval
  Maria Eskevich, Gareth J.F. Jones
- A Two-step Approach to Video Retrieval based on ASR transcriptions
  Ken Schmidt, Thomas Korner, Stephan Heinich, Thomas Wilhelm
- Rich Speech Retrieval Using Query Word Filter
  Christian Wartena, Martha Larson

## Spoken Web Search Task

#### Overview paper:

- Spoken Web Search
  Nitendra Rajput, Florian Metze

#### Working notes papers:

- Telefonica System for the Spoken Web Search Task at Mediaeval 2011
  Xavier Anguera
- Phone recognition for Spoken Web Search
  Etienne Barnard, Marelie Davel, Charl van Heerden, Neil Kleynhans, Kalika Bali
- SWS task: Articulatory phonetic units and sliding DTW
  Gautam Varma Mantena, Bajibabu Bollepalli, Kishore Prahallad
- Irisa MediaEval 2011 Spoken Web Search System
  Armando Muscariello, Guillaume Gravier
- BUT-HCTLab approaches for Spoken Web Search - MediaEval 2011
  Igor Szoke, Javier Tejedor, Michal Fapso, Jose Colas

## Affect Task: Violent Scenes Detection Task

#### Overview paper:

- The MediaEval 2011 Affect Task: Violent Scenes Detection in Hollywood movies
  Claire-Helene Demarty, Cedric Penet, Guillaume Gravier, Mohammad Soleymani

#### Working notes papers:

- Technicolor and INRIA/IRISA at MediaEval 2011: learning temporal modality integration with Bayesian Networks
  Cedric Penet, Claire-Helene Demarty, Guillaume Gravier, Patrick Gros
- Automatic Violence Scenes Detection: A multi-modal approach
  Gabin Gninkoun, Mohammad Soleymani
- MediaEval 2011 Affect Task: Violent Scene Detection combining audio and visual Features with SVM
  Esra Acar, Stephan Spiegel, Sahin Albayrak
- LIG at MediaEval 2011 affect task: use of a generic method
  Bahjat Safadi, Georges Quenot
- Real-time entropic unsupervised violent scenes detection in Hollywood movies - DYNI @ MediaEval Affect Task 2011
  H. Glotin, J. Razik, S. Paris, J.-M. Prevot
- NII, Japan at MediaEval 2011 Violent Scenes Detection Task
  Vu Lam, Duy-Dinh Le, Shin'ichi Satoh, Duc Anh Duong

## Social Event Detection

#### Overview paper:

- Social Event Detection at MediaEval 2011: Challenges, dataset and evaluation
  Symeon Papadopoulos, Raphael Troncy, Vasileios Mezaris, Benoit Huet, Ioannis Kompatsiaris

#### Working notes papers:

- MediaEval Benchmark: Social Event Detection in collaborative photo collections
  Markus Brenner, Ebroul Izquierdo
- Leveraging linked data in Social Event Detection
  Timo Hintsa, Sari Vainikainen, Magnus Melin
- EURECOM @ MediaEval 2011 Social Event Detection Task
  Xueliang Liu, Benoit Huet, Raphael Troncy
- Mediaeval benchmark: Social Event Detection using LDA and external resources
  Mohamed Morchid, Georges Linares
- CERTH @ MediaEval 2011 Social Event Detection Task
  Symeon Papadopoulos, Christos Zigkolis, Yiannis Kompatsiaris, Athena Vakali
- NTNU@MediaEval 2011 Social Event Detection Task
  Massimiliano Ruocco, Heri Ramampiaro
- Social Event Detection with clustering and filtering
  Yanxiang Wang, Lexing Xie, Hari Sundaram

## Placing Task

#### Overview paper:

- Working Notes for the Placing Task at MediaEval 2011
  Adam Rae, Vanesa Murdock, Pavel Serdyukov, Pascal Kelm

#### Working notes papers:

- The 2011 ICSI Video Location Estimation System
  Jaeyoung Choi, Howard Lei, Gerald Friedland
- TALP at MediaEval 2011 Placing Task: Georeferencing Flickr videos with geographical knowledge and information retrieval
  Daniel Ferres, Horacio Rodriguez
- WISTUD at MediaEval 2011: Placing Task
  Claudia Hauff, Geert-Jan Houben
- Placing media items using the Xtrieval Framework
  Fabian Krippner, Gerald Meier, Jens Hartmann, Robert Knauf
- RECOD Working Notes for Placing Task MediaEval 2011
  Lin Tzy Li, Jurandy Almeida, Ricardo da S. Torres
- Ghent University at the 2011 Placing Task
  Olivier Van Laere, Steven Schockaert, Bart Dhoedt

07-Nov-2011: submitted by Martha Larson
09-Nov-2011: published on CEUR-WS.org