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Multimodal Location Estimation Publications


The Berkeley Multimodal Location Estimation Project

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  • Howard Lei, Jaeyoung Choi, and Gerald Friedland. 2012. Multimodal City-Identification on Flickr Videos Using Acoustic and Textual Features. In Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, Kyoto, Japan, March 2012 (ICASSP 2012), pp. 2273-76. [PDF]
  • Jaeyoung Choi, Venkatesan Ekambaram, Gerald Friedland, and Kannan Ramchandran. 2012. The 2012 ICSI/Berkeley Video Location Estimation System. In Working Notes Proceedings of the MediaEval 2012 Workshop, Pisa, Italy, October 4-5, 2012. [PDF]
  • Jaeyoung Choi and Gerald Friedland, Data-Driven vs. Semantic-Technology-Driven Tag-Based Video Location Estimation. 2011. In Proceedings of IEEE International Conference on Semantic Computing (ICSC) 2011, Palo Alto, California, pp. 243-46. [PDF]

More Publications

  • Jaeyoung Choi, Bart Thomee, Gerald Friedland, Liangliang Cao, Karl Ni, Damian Borth, Benjamín Elizalde, Luke Gottlieb, Carmen Carrano, Roger Pearce, and Doug Poland. 2014. The Placing Task: A Large-Scale Geo-Estimation Challenge for Social-Media Videos and Images. In Proceedings of the 3rd ACM Multimedia Workshop on Geotagging and Its Applications in Multimedia (GeoMM ’14). [PDF]
  • Jaeyoung Choi, Howard Lei, Venkatesan Ekambaram, Pascal Kelm, Luke Gottlieb, Thomas Sikora, Kannan Ramchandran, and Gerald Friedland. 2013. Human vs Machine: Establishing a Human Baseline for Multimodal Location Estimation. To appear in Proceedings of ACM Multimedia 2013.
  • Luke Gottlieb, Jaeyoung Choi, Gerald Friedland, Pascal Kelm, and Thomas Sikora. 2013. On Pushing the Limits of Mechanical Turk: Qualifying the Crowd for Video Geolocation. IEEE Communications Society Multimedia Communications Technical Committee E-Letter 8:1. [PDF]
  • Pascal Kelm, Sebastian Schmiedeke, Jaeyoung Choi, Gerald Friedland, Venkatesan Ekambaram, Kannan Ramchandran, and Thomas Sikora. 2013. A Novel Fusion Method for Integrating Multiple Modalities and Knowledge for Multimodal Location Estimation. To appear in Proceedings of the ACM Multimedia Workshop on Geotagging and Its Applications in Multimedia 2013.
  • Jaeyoung Choi. 2012. Multimodal Approach to Automatic Geo-Tagging of Video. Masters Thesis, Dept. of Electrical Engineering and Computer Science, University of California–Berkeley. Also published as EECS Technical Report UCB/EECS-2012-109. [PDF]
  • Jaeyoung Choi, Venkatesan Ekambaram, Gerald Friedland, and Kannan Ramchandran. 2012. Multimodal Location Estimation of Consumer Media: Dealing with Sparse Training Data. In Proceedings of the IEEE International Conference on Multimedia and Expo (ICME 2012), Melbourne, Australia, July 2012, pp. 43-48. [PDF]
  • Luke Gottlieb, Jaeyoung Choi, Pascal Kelm, Thomas Sikora, and Gerald Friedland. 2012. Pushing the Limits of Mechanical Turk: Qualifying the Crowd for Video Geolocation. In Proceedings of the ACM Multimedia 2012 Workshop on Crowdsourcing for Multimedia (CrowdMM ’12).
  • Howard Lei, Jaeyoung Choi, and Gerald Friedland. 2012. Multimodal City-Identification on Flickr Videos Using Acoustic and Textual Features. ICSI Technical Report TR-12-007. Berkeley, CA: International Computer Science Institute. [PDF]
  • Jaeyoung Choi, Howard Lei, and Gerald Friedland. 2011. The 2011 ICSI Video Location Estimation System. In Working Notes Proceedings of the MediaEval 2011 Workshop, Pisa, Italy, September 1-2, 2011. [PDF]
  • Gerald Friedland and Jaeyoung Choi. 2011. Semantic Computing and Privacy: A Case Study Using Inferred Geo-Location. International Journal of Semantic Computing 5:1, p. 7993. [PDF]
  • Gerald Friedland, Jaeyoung Choi, and Adam Janin. 2011. Video2GPS: A Demo of Multimodal Location Estimation on Flickr Videos. In Proceedings of the ACM Multimedia Conference (MM ’11), Scottsdale, Arizona, November 2011. [PDF]
  • Gerald Friedland, Jaeyoung Choi, Howard Lei, and Adam Janin. 2011. Multimodal Location Estimation on Flickr Videos. In Proceedings of the 3rd ACM SIGMM International Workshop on Social Media (WSM11), Scottsdale, Arizona. [PDF]
  • Martha Larson, Mohammad Soleymani, Pavel Serdyukov, Stevan Rudinac, Christian Wartena, Vanessa Murdock, Gerald Friedland, Roeland Ordelman, and Gareth J. F. Jones. 2011. Automatic Tagging and Geo-Tagging in Video Collections and Communities. In Proceedings of the ACM International Conference on Multimedia Retrieval (ICMR 2011), Trento, Italy, April 2011. [PDF]
  • Howard Lei, Jaeyoung Choi, and Gerald Friedland. 2011. City-Identification on Flickr Videos Using Acoustic Features. ICSI Technical Report TR-11-001. Berkeley, CA: International Computer Science Institute. [PDF]
  • Jaeyoung Choi, Adam Janin, and Gerald Friedland. 2010. The 2010 ICSI Video Location Estimation System. In Proceedings of the MediaEval 2010 Workshop, Pisa, Italy, October 2010. [PDF]
  • Gerald Friedland, Oriol Vinyals, and Trevor Darrell. 2010. Multimodal Location Estimation. ICSI Technical Report TR-10-007. Berkeley, CA: International Computer Science Institute. [PDF]
  • Gerald Friedland, Oriol Vinyals, and Trevor Darrell. 2010. Multimodal Location Estimation. In Proceedings of the ACM International Conference on Multimedia (ACM Multimedia 2010), Florence, Italy, October 2010, pp. 1245-51. [PDF]
  • Eladio Martin, Oriol Vinyals, Gerald Friedland, and Ruzena Bajcsy. 2010. Precise Indoor Localization Using Smart Phones. In Proceedings of the ACM International Conference on Multimedia (ACM Multimedia 2010), Florence, Italy, October 2010, pp. 787-90. [PDF]
  • Oriol Vinyals, Eladio Martin, and Gerald Friedland. 2010. Multimodal Indoor Localization: An Audio-Wireless–Based Approach. In Proceedings of the 4th IEEE International Conference on Semantic Computing, , Pittsburgh, PA, September 2010, pp. 120-25. [PDF]

Crowdsourcing Location Estimation

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  • Luke Gottlieb, Jaeyoung Choi, Pascal Kelm, Thomas Sikora, and Gerald Friedland. 2012. Pushing the Limits of Mechanical Turk: Qualifying the Crowd for Video Geolocation. In Proceedings of the ACM Multimedia 2012 Workshop on Crowdsourcing for Multimedia (CrowdMM ’12). [PDF]

More Publications

  • Jaeyoung Choi, Howard Lei, Venkatesan Ekambaram, Pascal Kelm, Luke Gottlieb, Thomas Sikora, Kannan Ramchandran, and Gerald Friedland. 2013. Human vs Machine: Establishing a Human Baseline for Multimodal Location Estimation. To appear in Proceedings of ACM Multimedia 2013.
  • Luke Gottlieb, Jaeyoung Choi, Gerald Friedland, Pascal Kelm, and Thomas Sikora. 2013. On Pushing the Limits of Mechanical Turk: Qualifying the Crowd for Video Geolocation. IEEE Communications Society Multimedia Communications Technical Committee E-Letter 8:1. [PDF]