Skip to main content

2016 | OriginalPaper | Buchkapitel

Dynamic Narratives for Heritage Tour

verfasst von : Anurag Ghosh, Yash Patel, Mohak Sukhwani, C. V. Jawahar

Erschienen in: Computer Vision – ECCV 2016 Workshops

Verlag: Springer International Publishing

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

We present a dynamic story generation approach for the egocentric videos from the heritage sites. Given a short video clip of a ‘heritage-tour’ our method selects a series of short descriptions from the collection of pre-curated text and create a larger narrative. Unlike in the past, these narratives are not merely monotonic static versions from simple retrievals. We propose a method to generate on the fly dynamic narratives of the tour. The series of the text messages selected are optimised over length, relevance, cohesion and information simultaneously. This results in ‘tour guide’ like narratives which are seasoned and adapted to the participants selection of the tour path. We simultaneously use visual and gps cues for precision localization on the heritage site which is conceptually formulated as a graph. The efficacy of the approach is demonstrated on a heritage site, Golconda Fort, situated in Hyderabad, India. We validate our approach on two hours of data collected over multiple runs across the site for our experiments.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat Ikeuchi, K., Oishi, T., Takamatsu, J., Sagawa, R., Nakazawa, A., Kurazume, R., Nishino, K., Kamakura, M., Okamoto, Y.: The great buddha project: digitally archiving, restoring, and analyzing cultural heritage objects. In: IJCV (2007) Ikeuchi, K., Oishi, T., Takamatsu, J., Sagawa, R., Nakazawa, A., Kurazume, R., Nishino, K., Kamakura, M., Okamoto, Y.: The great buddha project: digitally archiving, restoring, and analyzing cultural heritage objects. In: IJCV (2007)
2.
Zurück zum Zitat Adabala, N., Datha, N., Joy, J., Kulkarni, C., Manchepalli, A., Sankar, A., Walton, R.: An interactive multimedia framework for digital heritage narratives. In: ACMMM (2010) Adabala, N., Datha, N., Joy, J., Kulkarni, C., Manchepalli, A., Sankar, A., Walton, R.: An interactive multimedia framework for digital heritage narratives. In: ACMMM (2010)
3.
Zurück zum Zitat Torii, A., Sivic, J., Pajdla, T.: Visual localization by linear combination of image descriptors. In: ICCV Workshop (2011) Torii, A., Sivic, J., Pajdla, T.: Visual localization by linear combination of image descriptors. In: ICCV Workshop (2011)
4.
Zurück zum Zitat Van Aart, C., Wielinga, B., Van Hage, W.R.: Mobile cultural heritage guide: location-aware semantic search. In: Knowledge Engineering and Management by the Masses (2010) Van Aart, C., Wielinga, B., Van Hage, W.R.: Mobile cultural heritage guide: location-aware semantic search. In: Knowledge Engineering and Management by the Masses (2010)
5.
Zurück zum Zitat Panda, J., Brown, M.S., Jawahar, C.V.: Offline mobile instance retrieval with a small memory footprint. In: ICCV (2013) Panda, J., Brown, M.S., Jawahar, C.V.: Offline mobile instance retrieval with a small memory footprint. In: ICCV (2013)
6.
Zurück zum Zitat Lu, Z., Grauman, K.: Story-driven summarization for egocentric video. In: CVPR (2013) Lu, Z., Grauman, K.: Story-driven summarization for egocentric video. In: CVPR (2013)
7.
Zurück zum Zitat Chen, X., Yuille, A.L.: A time-efficient cascade for real-time object detection: with applications for the visually impaired. In: CVPR (2005) Chen, X., Yuille, A.L.: A time-efficient cascade for real-time object detection: with applications for the visually impaired. In: CVPR (2005)
8.
Zurück zum Zitat Ezaki, N., Bulacu, M., Schomaker, L.: Text detection from natural scene images: towards a system for visually impaired persons. In: ICPR (2004) Ezaki, N., Bulacu, M., Schomaker, L.: Text detection from natural scene images: towards a system for visually impaired persons. In: ICPR (2004)
9.
Zurück zum Zitat Schwarze, T., Lauer, M., Schwaab, M., Romanovas, M., Bohm, S., Jurgensohn, T.: An intuitive mobility aid for visually impaired people based on stereo vision. In: ICCV Workshops (2015) Schwarze, T., Lauer, M., Schwaab, M., Romanovas, M., Bohm, S., Jurgensohn, T.: An intuitive mobility aid for visually impaired people based on stereo vision. In: ICCV Workshops (2015)
10.
Zurück zum Zitat Rodríguez, A., Yebes, J.J., Alcantarilla, P.F., Bergasa, L.M., Almazán, J., Cela, A.: Assisting the visually impaired: obstacle detection and warning system by acoustic feedback. In: Sensors (2012) Rodríguez, A., Yebes, J.J., Alcantarilla, P.F., Bergasa, L.M., Almazán, J., Cela, A.: Assisting the visually impaired: obstacle detection and warning system by acoustic feedback. In: Sensors (2012)
11.
Zurück zum Zitat Pradeep, V., Medioni, G., Weiland, J.: Robot vision for the visually impaired. In: CVPR (2010) Pradeep, V., Medioni, G., Weiland, J.: Robot vision for the visually impaired. In: CVPR (2010)
12.
Zurück zum Zitat Lin, T.Y., Belongie, S., Hays, J.: Cross-view image geolocalization. In: CVPR (2013) Lin, T.Y., Belongie, S., Hays, J.: Cross-view image geolocalization. In: CVPR (2013)
13.
Zurück zum Zitat Martin, E., Vinyals, O., Friedland, G., Bajcsy, R.: Precise indoor localization using smart phones. In: ACMMM (2010) Martin, E., Vinyals, O., Friedland, G., Bajcsy, R.: Precise indoor localization using smart phones. In: ACMMM (2010)
14.
Zurück zum Zitat Bay, H., Fasel, B., Gool, L.V.: Interactive museum guide. In: UBICOMP Workshop (2005) Bay, H., Fasel, B., Gool, L.V.: Interactive museum guide. In: UBICOMP Workshop (2005)
15.
Zurück zum Zitat Schroth, G., Huitl, R., Chen, D., Abu-Alqumsan, M., Al-Nuaimi, A., Steinbach, E.: Mobile visual location recognition. Signal Process. Mag. 28(4), 77–89 (2011)CrossRef Schroth, G., Huitl, R., Chen, D., Abu-Alqumsan, M., Al-Nuaimi, A., Steinbach, E.: Mobile visual location recognition. Signal Process. Mag. 28(4), 77–89 (2011)CrossRef
16.
Zurück zum Zitat Kim, G., Xing, E.P.: Reconstructing storyline graphs for image recommendation from web community photos. In: CVPR (2014) Kim, G., Xing, E.P.: Reconstructing storyline graphs for image recommendation from web community photos. In: CVPR (2014)
17.
Zurück zum Zitat Wang, D., Li, T., Ogihara, M.: Generating pictorial storylines via minimum-weight connected dominating set approximation in multi-view graphs. In: AAAI (2012) Wang, D., Li, T., Ogihara, M.: Generating pictorial storylines via minimum-weight connected dominating set approximation in multi-view graphs. In: AAAI (2012)
18.
Zurück zum Zitat Riedl, M.O., Young, R.M.: From linear story generation to branching story graphs. IEEE Comput. Graph. Appl. 26(3), 23–31 (2006)CrossRef Riedl, M.O., Young, R.M.: From linear story generation to branching story graphs. IEEE Comput. Graph. Appl. 26(3), 23–31 (2006)CrossRef
19.
Zurück zum Zitat Yao, L., Torabi, A., Cho, K., Ballas, N., Pal, C., Larochelle, H., Courville, A.: Describing videos by exploiting temporal structure. In: ICCV (2015) Yao, L., Torabi, A., Cho, K., Ballas, N., Pal, C., Larochelle, H., Courville, A.: Describing videos by exploiting temporal structure. In: ICCV (2015)
20.
Zurück zum Zitat Rohrbach, M., Qiu, W., Titov, I., Thater, S., Pinkal, M., Schiele, B.: Translating video content to natural language descriptions. In: ICCV (2013) Rohrbach, M., Qiu, W., Titov, I., Thater, S., Pinkal, M., Schiele, B.: Translating video content to natural language descriptions. In: ICCV (2013)
21.
Zurück zum Zitat Venugopalan, S., Rohrbach, M., Donahue, J., Mooney, R., Darrell, T., Saenko, K.: Sequence to sequence-video to text. In: ICCV (2015) Venugopalan, S., Rohrbach, M., Donahue, J., Mooney, R., Darrell, T., Saenko, K.: Sequence to sequence-video to text. In: ICCV (2015)
22.
Zurück zum Zitat Arandjelović, R., Zisserman, A.: Three things everyone should know to improve object retrieval. In: CVPR (2012) Arandjelović, R., Zisserman, A.: Three things everyone should know to improve object retrieval. In: CVPR (2012)
23.
Zurück zum Zitat Lowe, D.G.: Distinctive image features from scale-invariant keypoints. In: IJCV (2004) Lowe, D.G.: Distinctive image features from scale-invariant keypoints. In: IJCV (2004)
24.
Zurück zum Zitat Philbin, J., Chum, O., Isard, M., Sivic, J., Zisserman, A.: Object retrieval with large vocabularies and fast spatial matching. In: CVPR (2007) Philbin, J., Chum, O., Isard, M., Sivic, J., Zisserman, A.: Object retrieval with large vocabularies and fast spatial matching. In: CVPR (2007)
25.
Zurück zum Zitat Hu, C., Chen, W., Chen, Y., Liu, D.: Adaptive Kalman filtering for vehicle navigation. Positioning 1(04) (2009) Hu, C., Chen, W., Chen, Y., Liu, D.: Adaptive Kalman filtering for vehicle navigation. Positioning 1(04) (2009)
26.
Zurück zum Zitat Tolman, B.W.: GPS precise absolute positioning via Kalman filtering. Ionosphere 2(L1), L2 (2008)MathSciNet Tolman, B.W.: GPS precise absolute positioning via Kalman filtering. Ionosphere 2(L1), L2 (2008)MathSciNet
27.
Zurück zum Zitat Marchal, F., Hackney, J., Axhausen, K.: Efficient map-matching of large GPS data sets-tests on a speed monitoring experiment in Zurich. Arbeitsbericht Verkehrs-und Raumplanung (2004) Marchal, F., Hackney, J., Axhausen, K.: Efficient map-matching of large GPS data sets-tests on a speed monitoring experiment in Zurich. Arbeitsbericht Verkehrs-und Raumplanung (2004)
28.
Zurück zum Zitat Mitchell, S., OSullivan, M., Dunning, I.: PuLP: a linear programming toolkit for python. The University of Auckland, New Zealand (2011) Mitchell, S., OSullivan, M., Dunning, I.: PuLP: a linear programming toolkit for python. The University of Auckland, New Zealand (2011)
Metadaten
Titel
Dynamic Narratives for Heritage Tour
verfasst von
Anurag Ghosh
Yash Patel
Mohak Sukhwani
C. V. Jawahar
Copyright-Jahr
2016
DOI
https://doi.org/10.1007/978-3-319-46604-0_59