A semi-automatic approach to home video editing
UIST '00 Proceedings of the 13th annual ACM symposium on User interface software and technology
Pivot Vector Space Approach for Audio-Video Mixing
IEEE MultiMedia
IEEE MultiMedia
A comparative study on content-based music genre classification
Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval
Video Content Analysis Using Multimodal Information: For Movie Content Extraction, Indexing and Representation
Automatic music video generation based on temporal pattern analysis
Proceedings of the 12th annual ACM international conference on Multimedia
Spatio-temporal quality assessment for home videos
Proceedings of the 13th annual ACM international conference on Multimedia
Automatic generation of personalized music sports video
Proceedings of the 13th annual ACM international conference on Multimedia
LazyCut: content-aware template-based video authoring
Proceedings of the 13th annual ACM international conference on Multimedia
A similarity-based neural network for facial expression analysis
Pattern Recognition Letters
MIR '08 Proceedings of the 1st ACM international conference on Multimedia information retrieval
Automated music video generation using multi-level feature-based segmentation
Multimedia Tools and Applications
Automatic Appropriate Segment Extraction from Shots Based on Learning from Example Videos
PSIVT '09 Proceedings of the 3rd Pacific Rim Symposium on Advances in Image and Video Technology
Semantic High-Level Features for Automated Cross-Modal Slideshow Generation
CBMI '09 Proceedings of the 2009 Seventh International Workshop on Content-Based Multimedia Indexing
A decision-tree-based algorithm for speech/music classification and segmentation
EURASIP Journal on Audio, Speech, and Music Processing
Proceedings of the international conference on Multimedia
Multimedia Tools and Applications
Example-based video remixing for home videos
ICME '11 Proceedings of the 2011 IEEE International Conference on Multimedia and Expo
On the use of computable features for film classification
IEEE Transactions on Circuits and Systems for Video Technology
| Hi-index | 0.00 |
Video remixes are generally created by sequentially arranging selected video clips and mixing them with other media streams such as audio clips and transition effects. Especially, mixing music clips often effectively improves the expressive quality of video clips. This paper proposes an example-based system for supporting average users in the 3 steps in video remixing: I)video shot sequence creation, II)music clip selection, and III)audio volume adjustment. The proposed system creates a template for a video remix and gives suggestions to users on an interface such as which video clips should be selected to create a video shot sequence and which music clips should be mixed to the created video shot sequence based on professionally created video remix examples. Then, the audio volume of each video shot is automatically adjusted based on its audio content so that the sounds in the video shots and the music clips would not interfere with each other. Experiments have verified that our system was able to create a video shot sequence whose quality was improved equally as the professionally created one by mixing the selected music clips, doubling the subjective scores from 1.7 to 3.7 on a scale of 1-5. Automatic audio volume adjustment improved the subjective scores by approximately 0.5 points on average. Further, the suggestions provided on the interface was evaluated useful by 5 subjects when creating a video remix by selecting 32 video clips and 4 music clips from 265 video clips and 180 music clips.