Information processing in dynamical systems: foundations of harmony theory
Parallel distributed processing: explorations in the microstructure of cognition, vol. 1
Training products of experts by minimizing contrastive divergence
Neural Computation
Creating music videos using automatic media analysis
Proceedings of the tenth ACM international conference on Multimedia
MULTIMEDIA '03 Proceedings of the eleventh ACM international conference on Multimedia
P-Karaoke: personalized karaoke system
Proceedings of the 12th annual ACM international conference on Multimedia
Automatic music video generation based on temporal pattern analysis
Proceedings of the 12th annual ACM international conference on Multimedia
Automatic generation of personalized music sports video
Proceedings of the 13th annual ACM international conference on Multimedia
Motion analysis and segmentation through spatio-temporal slices processing
IEEE Transactions on Image Processing
Auto-generation of professional background music for home-made videos
ICIMCS '10 Proceedings of the Second International Conference on Internet Multimedia Computing and Service
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Video and music clips in MTV match together in particular ways to produce attractive effect. In this paper, we use a dual-wing harmonium model to learn and represent the underlying association patterns between music and video clips in professional MTV. We also use the discovered patterns to facilitate automatic MTV generation. Provided with a raw video and certain professional MTV as template, we generate a new MTV by efficiently inferring the most related video clip for every music clip based on the trained model. Our method shows encouraging result compared with other automatic MTV generation approach.