publication . Preprint . Article . 2016

Automatic Synchronization of Multi-User Photo Galleries

Giulia Boato; Emanuele Sansone; Vasileios Mezaris; Konstantinos Apostolidis; Nicola Conci; Francesco G. B. De Natale;
Open Access English
  • Published: 24 Aug 2016
Abstract
Comment: ACCEPTED to IEEE Transactions on Multimedia
Subjects
free text keywords: Computer Science - Multimedia, Computer Science - Computer Vision and Pattern Recognition, Markov Networks, Weighted Graph, Multimodal, Multimedia Synchronization, Events, Probabilistic logic, Synchronization, Convolutional neural network, Minimum spanning tree, Graphical model, Computer science, Feature extraction, Visualization, Heuristics, Data mining, computer.software_genre, computer
Funded by
EC| InVID
Project
InVID
In Video Veritas – Verification of Social Media Video Content for the News Industry
  • Funder: European Commission (EC)
  • Project Code: 687786
  • Funding stream: H2020 | IA
46 references, page 1 of 4

[1] C. Tzelepis, Z. Ma, V. Mezaris, B. Ionescu, I. Kompatsiaris, G. Boato, N. Sebe, and S. Yan, “Event-based media processing and analysis: A survey of the literature,” Image and Vision Computing Journal, May 2016. [OpenAIRE]

[2] J.-T. Tsai, Y.-Y. Lin, and H.-Y. M. Liao, “Per-cluster ensemble kernel learning for multi-modal image clustering with group-dependent feature selection,” Trans. on Multimedia, vol. 16, no. 8, pp. 2229-2241, 2014.

[3] M. L. Kherfi and D. Ziou, “Image collection organization and its application to indexing, browsing, summarization, and semantic retrieval,” Trans. on Multimedia, vol. 9, no. 4, pp. 893-900, 2007. [OpenAIRE]

[4] S. Rudinac, M. Larson, and A. Hanjalic, “Learning crowd sourced user preferences for visual summarization of image collections,” Trans. on Multimedia, vol. 15, no. 6, pp. 1231-1243, 2013. [OpenAIRE]

[5] R. Wang, S. J. McKenna, J. Han, A. Ward, et al., “Visualizing image collections using high-entropy layout distributions,” Trans. on Multimedia, vol. 12, no. 8, pp. 803-813, 2010.

[6] J. Yuan, J. Luo, and Y. Wu, “Mining compositional features from gps and visual cues for event recognition in photo collections,” Trans. on Multimedia, vol. 12, no. 7, pp. 705-716, 2010.

[7] M. Wang, R. Hong, G. Li, Z.-J. Zha, S. Yan, and T.-S. Chua, “Event driven web video summarization by tag localization and key-shot identification,” Trans. on Multimedia, vol. 14, no. 4, pp. 975-985, 2012.

[8] A. Rosani, G. Boato, and F. G.B. De Natale, “Eventmask: A gamebased framework for event-saliency identification in images,” Trans. on Multimedia, vol. 17, no. 8, pp. 1359-1371, Aug. 2015. [OpenAIRE]

[9] N. O'Hare and A. F. Smeaton, “Context-aware person identification in personal photo collections,” Trans. on Multimedia, vol. 11, no. 2, pp. 220-228, 2009.

[10] J. Y. Choi, W. De Neve, K. N. Plataniotis, and Y. M. Ro, “Collaborative face recognition for improved face annotation in personal photo collections shared on online social networks,” Trans. on Multimedia, vol. 13, no. 1, pp. 14-28, 2011.

[11] J. Sang, C. Xu, and J. Liu, “User-aware image tag refinement via ternary semantic analysis,” Trans. on Multimedia, vol. 14, no. 3, pp. 883-895, 2012.

[12] S. Liu, S. Yan, T. Zhang, C. Xu, J. Liu, and H. Lu, “Weakly supervised graph propagation towards collective image parsing,” Trans. on Multimedia, vol. 14, no. 2, pp. 361-373, 2012.

[13] A. Graham, H. Garcia-Molina, A. Paepcke, and T. Winograd, “Time as essence for photo browsing through personal digital libraries,” in Proc. of the 2nd ACM/IEEE-CS joint Conf. on Digital libraries. ACM, 2002, pp. 326-335.

[14] P. Mulhem and J.-H. Lim, “Home photo retrieval: time matters,” in Image and Video Retrieval, pp. 321-330. Springer, 2003. [OpenAIRE]

[15] P. Sinha, H. Pirsiavash, and R. Jain, “Personal photo album summarization,” in Proc. of the 17th Int. Conf. on Multimedia. ACM, 2009, pp. 1131-1132. [OpenAIRE]

46 references, page 1 of 4
Abstract
Comment: ACCEPTED to IEEE Transactions on Multimedia
Subjects
free text keywords: Computer Science - Multimedia, Computer Science - Computer Vision and Pattern Recognition, Markov Networks, Weighted Graph, Multimodal, Multimedia Synchronization, Events, Probabilistic logic, Synchronization, Convolutional neural network, Minimum spanning tree, Graphical model, Computer science, Feature extraction, Visualization, Heuristics, Data mining, computer.software_genre, computer
Funded by
EC| InVID
Project
InVID
In Video Veritas – Verification of Social Media Video Content for the News Industry
  • Funder: European Commission (EC)
  • Project Code: 687786
  • Funding stream: H2020 | IA
46 references, page 1 of 4

[1] C. Tzelepis, Z. Ma, V. Mezaris, B. Ionescu, I. Kompatsiaris, G. Boato, N. Sebe, and S. Yan, “Event-based media processing and analysis: A survey of the literature,” Image and Vision Computing Journal, May 2016. [OpenAIRE]

[2] J.-T. Tsai, Y.-Y. Lin, and H.-Y. M. Liao, “Per-cluster ensemble kernel learning for multi-modal image clustering with group-dependent feature selection,” Trans. on Multimedia, vol. 16, no. 8, pp. 2229-2241, 2014.

[3] M. L. Kherfi and D. Ziou, “Image collection organization and its application to indexing, browsing, summarization, and semantic retrieval,” Trans. on Multimedia, vol. 9, no. 4, pp. 893-900, 2007. [OpenAIRE]

[4] S. Rudinac, M. Larson, and A. Hanjalic, “Learning crowd sourced user preferences for visual summarization of image collections,” Trans. on Multimedia, vol. 15, no. 6, pp. 1231-1243, 2013. [OpenAIRE]

[5] R. Wang, S. J. McKenna, J. Han, A. Ward, et al., “Visualizing image collections using high-entropy layout distributions,” Trans. on Multimedia, vol. 12, no. 8, pp. 803-813, 2010.

[6] J. Yuan, J. Luo, and Y. Wu, “Mining compositional features from gps and visual cues for event recognition in photo collections,” Trans. on Multimedia, vol. 12, no. 7, pp. 705-716, 2010.

[7] M. Wang, R. Hong, G. Li, Z.-J. Zha, S. Yan, and T.-S. Chua, “Event driven web video summarization by tag localization and key-shot identification,” Trans. on Multimedia, vol. 14, no. 4, pp. 975-985, 2012.

[8] A. Rosani, G. Boato, and F. G.B. De Natale, “Eventmask: A gamebased framework for event-saliency identification in images,” Trans. on Multimedia, vol. 17, no. 8, pp. 1359-1371, Aug. 2015. [OpenAIRE]

[9] N. O'Hare and A. F. Smeaton, “Context-aware person identification in personal photo collections,” Trans. on Multimedia, vol. 11, no. 2, pp. 220-228, 2009.

[10] J. Y. Choi, W. De Neve, K. N. Plataniotis, and Y. M. Ro, “Collaborative face recognition for improved face annotation in personal photo collections shared on online social networks,” Trans. on Multimedia, vol. 13, no. 1, pp. 14-28, 2011.

[11] J. Sang, C. Xu, and J. Liu, “User-aware image tag refinement via ternary semantic analysis,” Trans. on Multimedia, vol. 14, no. 3, pp. 883-895, 2012.

[12] S. Liu, S. Yan, T. Zhang, C. Xu, J. Liu, and H. Lu, “Weakly supervised graph propagation towards collective image parsing,” Trans. on Multimedia, vol. 14, no. 2, pp. 361-373, 2012.

[13] A. Graham, H. Garcia-Molina, A. Paepcke, and T. Winograd, “Time as essence for photo browsing through personal digital libraries,” in Proc. of the 2nd ACM/IEEE-CS joint Conf. on Digital libraries. ACM, 2002, pp. 326-335.

[14] P. Mulhem and J.-H. Lim, “Home photo retrieval: time matters,” in Image and Video Retrieval, pp. 321-330. Springer, 2003. [OpenAIRE]

[15] P. Sinha, H. Pirsiavash, and R. Jain, “Personal photo album summarization,” in Proc. of the 17th Int. Conf. on Multimedia. ACM, 2009, pp. 1131-1132. [OpenAIRE]

46 references, page 1 of 4
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