M4 WP3. Multimodal integration. Viper group Computer Vision and Multimedia Lab University of Geneva
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1 M4 WP3 Multimodal integration Viper group Computer Vision and Multimedia Lab University of Geneva
2 WP3: Multimodal integration Aim(s): To define models for multimedia data (meeting data) ➄ To define technique for multimedia summarisation ➄ To set up a multimedia information retrieval framework ➄ To accomodate multimodal interaction ➄ To set up a flexible information management framework Aspects Multimedia information characterisation Information storage and access Information retrieval Multimedia integration (for retrieval) Multimodal integration (for querying) S. Marchand-Maillet M4 meeting #2, IDIAP, Martigny, August
3 Participants Uni Sheffield (USFD, 27MM) Spoken language processing Speech recognition (WP2) TU Munich (GMUD, 24 MM) Stochastic modelling, video processing Speech recognition, Gesture recognition (WP2) IDIAP (12 MM) Speech processing and recognition Speaker recognition (from audio and visual cues) (WP2) TNO-TPD (18 MM) Multimedia Information retrieval Uni Geneva (CVMMlab, 18 MM) WP Leader Visual information processing and modelling Framework for multimedia information retrieval Uni Twente (UT, 20 MM) Natural language processing S. Marchand-Maillet M4 meeting #2, IDIAP, Martigny, August
4 Milestones M3,1: Baseline information retrieval framework m12 (Feb, 2003) Information retrieval in each modality Global framework for integration Basic fusion methods M3,2: Info mgmt, multimodal integration methods: m24 (Mar 2004) Development of multimodal interface for query formulation Working multimodal, multimedia information mngt system M3,3: Multimodal summarisation: m30 (Sep,2004) High-level models for multimedia data S. Marchand-Maillet M4 meeting #2, IDIAP, Martigny, August
5 Delivrables D3,1: Report on baseline information access methods m12 (Feb 2003) Technical doc of the working system in place D3,2: Report on methods for multimodal integration and NLP m24 (Feb 2004) Define intuitive way for meeting data querying and retrieval D3,3: Final report on multimodal information access m36 (Feb 2005) Technical doc of the meeting manager S. Marchand-Maillet M4 meeting #2, IDIAP, Martigny, August
6 Initial work plan S. Marchand-Maillet M4 meeting #2, IDIAP, Martigny, August
7 WP3 breakdown Year 1 (-> 03/2003) Emphasis on multimedia information processing and retrieval Image, Video : Visual + Motion Audio (speech), Text Framework: Architecture, integration Year 2: (-> 03/2004) Emphasis on multimodal interaction (query processing) Information from text, speech (text?), gesture Natural language processing Year 3: (-> 03/2005) Emphasis on data summarisation Video, dialogs, documents S. Marchand-Maillet M4 meeting #2, IDIAP, Martigny, August
8 Task/participant UT IDIAP Information summarisation Data processing USFD UniGE IDIAP GMUD UniGE IDIAP GMUD Multimodal integration Multimedia fusion Information storage and retrieval UniGE TNO IDIAP UniGE IDIAP GMUD TNO S. Marchand-Maillet M4 meeting #2, IDIAP, Martigny, August
9 UniGE participation in WP3 Interests: Extend our retrieval platform to multimedia/multimodal Video processing (query) Video representation (user side) Resources: 1 PhD student + supervision Assets: GIFT platform MRML communication protocol S. Marchand-Maillet M4 meeting #2, IDIAP, Martigny, August
10 The framework Client CBIR server QBE query formulator (eg PHP interface) Existing tool Tool plugin (eg GIMP plugin) MRML layer MRML layer soc ket so ck et Queries Response Relevance feedback Op en soc ket M R M L GIFT PluginX PluginY Feature extraction Assessor (eg Viper evaluation script) MRML layer so ck et URL abstraction T CP / IP MRML logging plugins Multimedia feature storage fe at ur es Multimedia data http server Online Offline (temporary local copy) Multimedia data S. Marchand-Maillet M4 meeting #2, IDIAP, Martigny, August
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