publication . Article . Preprint . 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
  • Published: 24 Aug 2016
Abstract
Comment: ACCEPTED to IEEE Transactions on Multimedia
Persistent Identifiers
Subjects
free text keywords: Markov Networks, Weighted Graph, Multimodal, Multimedia Synchronization, Events, Computer Science - Multimedia, Computer Science - Computer Vision and Pattern Recognition, 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
Persistent Identifiers
Subjects
free text keywords: Markov Networks, Weighted Graph, Multimodal, Multimedia Synchronization, Events, Computer Science - Multimedia, Computer Science - Computer Vision and Pattern Recognition, 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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