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Harald Sack Jörg Waitelonis Friedrich-Schiller-Universität Jena Germany SAAW2006 - 1st Semantic Authoring and Annotation Workshop Athens, GA, USA, November.

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Presentation on theme: "Harald Sack Jörg Waitelonis Friedrich-Schiller-Universität Jena Germany SAAW2006 - 1st Semantic Authoring and Annotation Workshop Athens, GA, USA, November."— Presentation transcript:

1 Harald Sack Jörg Waitelonis Friedrich-Schiller-Universität Jena Germany SAAW st Semantic Authoring and Annotation Workshop Athens, GA, USA, November 6th 2006 Integrating Social Tagging and Document Annotation for Content Based Search in Multimedia Data

2 Harald Sack, Jörg Waitelonis, Institut für Informatik, FSU Jena, D Jena, Germany 2 Outline Introduction Automated Annotation of Multimedia Presentations and Content Based Search Lecture Recording and Automated Annotation Content Based Search in Recorded Lectures Collaborative Annotation of Multimedia Data Conventional Search vs. Social Tagging MPEG 7 and Collaborative Annotation Collaborative Lecture Annotation

3 Integrating Social Tagging and Document Annotation for Content Based Search in Multimedia Data Harald Sack, Jörg Waitelonis, Institut für Informatik, FSU Jena, D Jena, Germany 3 Searching Multimedia keyword based search keyword generation manual automatic

4 Integrating Social Tagging and Document Annotation for Content Based Search in Multimedia Data Harald Sack, Jörg Waitelonis, Institut für Informatik, FSU Jena, D Jena, Germany 4 Searching Multimedia keyword based search keyword generation manual automatic

5 Integrating Social Tagging and Document Annotation for Content Based Search in Multimedia Data Harald Sack, Jörg Waitelonis, Institut für Informatik, FSU Jena, D Jena, Germany 5 Searching Multimedia keyword based search keyword generation manual Automatic keywords provided by resource author expert non-expert (all others) collaborative tagging

6 Integrating Social Tagging and Document Annotation for Content Based Search in Multimedia Data Harald Sack, Jörg Waitelonis, Institut für Informatik, FSU Jena, D Jena, Germany 6 Searching Multimedia keyword stands for entire resource but, what if you are only interested in a small part of the resource ? e.g. recorded lecture duration ~90 minutes interesting parts ~5 minutes

7 Integrating Social Tagging and Document Annotation for Content Based Search in Multimedia Data Harald Sack, Jörg Waitelonis, Institut für Informatik, FSU Jena, D Jena, Germany 7 Automated and Collaborative Multimedia Document Annotation

8 Integrating Social Tagging and Document Annotation for Content Based Search in Multimedia Data Harald Sack, Jörg Waitelonis, Institut für Informatik, FSU Jena, D Jena, Germany 8 Outline Introduction Automated Annotation of Multimedia Presentations and Content Based Search Lecture Recording and Automated Annotation Content Based Search in Recorded Lectures Collaborative Annotation of Multimedia Data Conventional Search vs. Social Tagging MPEG 7 and Collaborative Annotation Collaborative Lecture Annotation

9 Integrating Social Tagging and Document Annotation for Content Based Search in Multimedia Data Harald Sack, Jörg Waitelonis, Institut für Informatik, FSU Jena, D Jena, Germany 9 Lecture Recording Media-Streaming synchronized video and desktop recording with navigation encoded with SMIL or MPEG 4 SMIL/MPEG4 encoding video camera interactive table of contents (post processing) desktop vga capture card

10 Integrating Social Tagging and Document Annotation for Content Based Search in Multimedia Data Harald Sack, Jörg Waitelonis, Institut für Informatik, FSU Jena, D Jena, Germany 10 Lecture Recording and Automated Annotation Automatic Scene Detection cut points changes in perspective motion detection,… Automatic Feature Extraction statistical features coloring shape detection lighting,… (e.g., video recording of a lecture) Features vs. Content

11 Integrating Social Tagging and Document Annotation for Content Based Search in Multimedia Data Harald Sack, Jörg Waitelonis, Institut für Informatik, FSU Jena, D Jena, Germany 11 Lecture Recording and Automated Annotation Analysis of Audio Data speaker independent speech recognition unreliability / errors Determination of context relevance of topics change of topic (start / end) comments … reliability and accuracy of generated annotation ?! (e.g., video recording of a lecture) manual annotation ??

12 Integrating Social Tagging and Document Annotation for Content Based Search in Multimedia Data Harald Sack, Jörg Waitelonis, Institut für Informatik, FSU Jena, D Jena, Germany 12 Manual Annotation of Recorded Lectures 0:00:00.00:03:42.20:05:11.30:13:06.0 welcome address short repetition of previous lecture speech development of speech hominids primates … writing pictogram ideogram phonogram … writing hieroglyphes cuneiform … time line user provided annotation MPEG 7 encoded annotation

13 Integrating Social Tagging and Document Annotation for Content Based Search in Multimedia Data Harald Sack, Jörg Waitelonis, Institut für Informatik, FSU Jena, D Jena, Germany 13 Automatic Annotation of Recorded Lectures use all available resources: video recording, desktop recording, presentation slides, audio recording, … 0:00:00.00:03:42.20:05:11.30:13:06.0 lecture title author name … speech development of speech hominids primates … writing pictogram ideogram phonogram … writing hieroglyphes cuneiform … time line annotation generated from desktop presentation desktop presentation

14 Integrating Social Tagging and Document Annotation for Content Based Search in Multimedia Data Harald Sack, Jörg Waitelonis, Institut für Informatik, FSU Jena, D Jena, Germany 14 Automatic Annotation of Recorded Lectures from presentation to annotation Start:00:03:42.2 End:00:05:11.6 Title1:computer as universal communication medium Ebene1:history of communication medium Ebene2:developmnent of speech Fett/Farbig:speech Ebene3: voice box Ebene4:larynx Fett/Farbig:larynx … Scene Description

15 Integrating Social Tagging and Document Annotation for Content Based Search in Multimedia Data Harald Sack, Jörg Waitelonis, Institut für Informatik, FSU Jena, D Jena, Germany 15 Automatic Annotation of Recorded Lectures from presentation to annotation MPEG7 Scene Description … The Computer as Universal Communication Medium ….. T00:03:42.2 PT1M28.6S ….

16 Integrating Social Tagging and Document Annotation for Content Based Search in Multimedia Data Harald Sack, Jörg Waitelonis, Institut für Informatik, FSU Jena, D Jena, Germany 16 Outline Introduction Automated Annotation of Multimedia Presentations and Content Based Search Lecture Recording and Automated Annotation Content Based Search in Recorded Lectures Collaborative Annotation of Multimedia Data Conventional Search vs. Social Tagging MPEG 7 and Collaborative Annotation Collaborative Lecture Annotation

17 Integrating Social Tagging and Document Annotation for Content Based Search in Multimedia Data Harald Sack, Jörg Waitelonis, Institut für Informatik, FSU Jena, D Jena, Germany 17 Searching Multimedia Lectures Keywords generated from content Query String z.B. hieroglyphs Search Engine Results MPEG 7 Database Media Server Sack, Waitelonis, MTG 2006

18 Integrating Social Tagging and Document Annotation for Content Based Search in Multimedia Data Harald Sack, Jörg Waitelonis, Institut für Informatik, FSU Jena, D Jena, Germany 18 Outline Introduction Automated Annotation of Multimedia Presentations and Content Based Search Lecture Recording and Automated Annotation Content Based Search in Recorded Lectures Collaborative Annotation of Multimedia Data Conventional Search vs. Social Tagging MPEG 7 and Collaborative Annotation Collaborative Lecture Annotation

19 Integrating Social Tagging and Document Annotation for Content Based Search in Multimedia Data Harald Sack, Jörg Waitelonis, Institut für Informatik, FSU Jena, D Jena, Germany 19 Social Taging Systems apple fruit author resource author metadata user fruit apple breakfast snack toBuy user metadata keyword based search vs. tag browsing social networking

20 Integrating Social Tagging and Document Annotation for Content Based Search in Multimedia Data Harald Sack, Jörg Waitelonis, Institut für Informatik, FSU Jena, D Jena, Germany 20 Outline Introduction Automated Annotation of Multimedia Presentations and Content Based Search Lecture Recording and Automated Annotation Content Based Search in Recorded Lectures Collaborative Annotation of Multimedia Data Conventional Search vs. Social Tagging MPEG 7 and Collaborative Annotation Collaborative Lecture Annotation

21 Integrating Social Tagging and Document Annotation for Content Based Search in Multimedia Data Harald Sack, Jörg Waitelonis, Institut für Informatik, FSU Jena, D Jena, Germany 21 Integration of Tagging Information into MPEG 7 temporal decomposition of video data annotation of single video segments

22 Integrating Social Tagging and Document Annotation for Content Based Search in Multimedia Data Harald Sack, Jörg Waitelonis, Institut für Informatik, FSU Jena, D Jena, Germany 22 Integration of Tagging Information into MPEG 7 temporal decomposition of video data annotation of single video segments

23 Integrating Social Tagging and Document Annotation for Content Based Search in Multimedia Data Harald Sack, Jörg Waitelonis, Institut für Informatik, FSU Jena, D Jena, Germany 23 Integration of Tagging Information into MPEG 7 annotation facilities of MPEG7 keyword freetext structure define start / end... cat mouse billy the cat is catching a mouse T00:05:05:0F25 PT00H00M31S0N25F Problem: personalized annotation

24 Integrating Social Tagging and Document Annotation for Content Based Search in Multimedia Data Harald Sack, Jörg Waitelonis, Institut für Informatik, FSU Jena, D Jena, Germany 24 Integration of Tagging Information into MPEG tag1, tag2, tag3... Harald Sack... encode tagging information as ( {tag set}, user, date, [rating] ) use MPEG 7 -Tag to encode personalized tagging information

25 Integrating Social Tagging and Document Annotation for Content Based Search in Multimedia Data Harald Sack, Jörg Waitelonis, Institut für Informatik, FSU Jena, D Jena, Germany 25 Outline Introduction Automated Annotation of Multimedia Presentations and Content Based Search Lecture Recording and Automated Annotation Content Based Search in Recorded Lectures Collaborative Annotation of Multimedia Data Conventional Search vs. Social Tagging MPEG 7 and Collaborative Annotation Collaborative Lecture Annotation

26 Integrating Social Tagging and Document Annotation for Content Based Search in Multimedia Data Harald Sack, Jörg Waitelonis, Institut für Informatik, FSU Jena, D Jena, Germany 26 Collaborative Lecture Annotation Prerequisites keep user interface as simple as possible (!) Annotation of entire resource similar as existing social tagging systems Annotation of partial resources one-button solution:pressing button during replay marks predefined video segment that can be tagged video segmentation:- each slide defines a new video segment (fine) - if available, use table of contents for segment definition

27 Integrating Social Tagging and Document Annotation for Content Based Search in Multimedia Data Harald Sack, Jörg Waitelonis, Institut für Informatik, FSU Jena, D Jena, Germany 27 Collaborative Lecture Annotation Annotation of partial resources video segmentation:- each slide defines a new video segment (fine grain segmentation) - if available, use table of contents for segment definition segments defined by TOC

28 Integrating Social Tagging and Document Annotation for Content Based Search in Multimedia Data Harald Sack, Jörg Waitelonis, Institut für Informatik, FSU Jena, D Jena, Germany 28 Collaborative Lecture Annotation Annotation of partial resources video segmentation:- each slide defines a new video segment (fine grain segmentation) - if available, use table of contents for segment definition fine grain segmentation current TOC segment most interesting slide of current segment tag cloud of current segment Interestingness of segments

29 Integrating Social Tagging and Document Annotation for Content Based Search in Multimedia Data Harald Sack, Jörg Waitelonis, Institut für Informatik, FSU Jena, D Jena, Germany 29

30 Integrating Social Tagging and Document Annotation for Content Based Search in Multimedia Data Harald Sack, Jörg Waitelonis, Institut für Informatik, FSU Jena, D Jena, Germany 30 Future Work Extension for general (time dependent) media tagging based on MPEG7 automatic segmentation by scene detection, scene analysis, object trace,… audio analysis Extension for general partial document tagging (time independent media) only difference to conventional tagging systems is identification and adressing of single document parts identification and addressing of partial documents can be achieved with XPointer / XPath expressions

31 Integrating Social Tagging and Document Annotation for Content Based Search in Multimedia Data Harald Sack, Jörg Waitelonis, Institut für Informatik, FSU Jena, D Jena, Germany 31 Outline Introduction Automated Annotation of Multimedia Presentations and Content Based Search Lecture Recording and Automated Annotation Content Based Search in Recorded Lectures Collaborative Annotation of Multimedia Data Conventional Search vs. Social Tagging MPEG 7 and Collaborative Annotation Collaborative Lecture Annotation

32 Integrating Social Tagging and Document Annotation for Content Based Search in Multimedia Data Harald Sack, Jörg Waitelonis, Institut für Informatik, FSU Jena, D Jena, Germany 32 Collab. Tags, Notes, Custom- Segmentation Architektur Annotation (MPEG-7) Repository DB Index Media Processing System Annotation Adaption Search Application Administration InterfaceUser Interface User Web-Server PPT/PDF/... Logfile/Stream URL/... Search Query/ Search Results Collab. Tags, Notes Custom-Segmentation Import Export Search Query Search Results Video Repository Desktopstream Video Stream


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