Video enhancement using per-pixel virtual exposures
ACM SIGGRAPH 2005 Papers
Kodak's consumer video benchmark data set: concept definition and annotation
Proceedings of the international workshop on Workshop on multimedia information retrieval
Multi-modality web video categorization
Proceedings of the international workshop on Workshop on multimedia information retrieval
Occlusion Boundaries from Motion: Low-Level Detection and Mid-Level Reasoning
International Journal of Computer Vision
Activity Recognition from Accelerometer Data on a Mobile Phone
IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part II: Distributed Computing, Artificial Intelligence, Bioinformatics, Soft Computing, and Ambient Assisted Living
Stitching videos streamed by mobile phones in real-time
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Deploying mobile multimedia services for everyday experience sharing
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
International Journal of Computer Vision
Automatic mashup generation from multiple-camera concert recordings
Proceedings of the international conference on Multimedia
Proceedings of the international conference on Multimedia
A large-scale benchmark dataset for event recognition in surveillance video
CVPR '11 Proceedings of the 2011 IEEE Conference on Computer Vision and Pattern Recognition
Fast efficient algorithm for enhancement of low lighting video
ICME '11 Proceedings of the 2011 IEEE International Conference on Multimedia and Expo
Viewpoint Selection for Human Actions
International Journal of Computer Vision
Monte Carlo smoothing with application to audio signal enhancement
IEEE Transactions on Signal Processing
Video as memorabilia: user needs for collaborative automatic mobile video production
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Camera Motion-Based Analysis of User Generated Video
IEEE Transactions on Multimedia
CHI '12 Extended Abstracts on Human Factors in Computing Systems
Cost Aggregation and Occlusion Handling With WLS in Stereo Matching
IEEE Transactions on Image Processing
Mobile Video Transmission Using Scalable Video Coding
IEEE Transactions on Circuits and Systems for Video Technology
Multimodal semantics extraction from user-generated videos
Advances in Multimedia
Context-aware mobile music recommendation for daily activities
Proceedings of the 20th ACM international conference on Multimedia
MoViMash: online mobile video mashup
Proceedings of the 20th ACM international conference on Multimedia
Jiku director: a mobile video mashup system
Proceedings of the 21st ACM international conference on Multimedia
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Proliferation of mobile devices with video recording capability has lead to a tremendous growth in the amount of user-generated mobile videos. Researchers have embarked on developing new interesting applications and enhancement algorithms for mobile video. There is, however, no standard dataset with videos that could represent characteristics of mobile videos captured in realistic scenarios. In this paper, we present our effort to create one such dataset, consisting of videos simultaneously recorded using mobile devices in an unconstrained manner by multiple users attending performance events. Each video is accompanied by concurrent readings from accelerometer and compass sensors. At the time of writing, the dataset contains 473 video clips, with a total length of 30 hours 41 minutes and total size of 122.8 GB. We believe this dataset is useful as a common benchmark dataset for a variety of different research topics on mobile videos, including video analytics, video quality enhancement, and automatic video mashups.