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CiteSeerX — Citation Query Time-delay estimation of ...
https://citeseerx.ist.psu.edu/showciting?cid=962906#:~:text=Audio-Video%20Sensor%20Fusion%20with%20Probabilistic%20Graphical%20Models%20by,graphical%20models%20that%20combine%20audio%20and%20video%20variables.
Audio-video sensor fusion with probabilistic graphical ...
https://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.95.1716
audio-video sensor fusion probabilistic graphical model automatic calibration multimedia clip noisy scene object location video data statistical structure real world scenario bayesian inference new algorithm new approach video variable unobserved variable em algorithm successful performance graphical model multimedia data model parameter mutual dependency off-the …
Audio-Video Sensor Fusion with Probabilistic Graphical Models
https://link.springer.com/chapter/10.1007/3-540-47969-4_49
This approach is based on graphical models that combine audio and video variables. We demonstrate it by developing a new algorithm for tracking a moving object in a cluttered, noisy scene using two microphones and a camera. Our model uses unobserved variables to describe the data in terms of the process that generates them.
Audio-Video Sensor Fusion with Probabilistic Graphical ...
https://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.16.6759
audio-video sensor fusion probabilistic graphical model automatic calibration multimedia clip noisy scene object location video data statistical structure real world scenario bayesian inference new algorithm new approach video variable the-shelf equipment unobserved variable em algorithm successful performance graphical model multimedia data model parameter mutual …
Audio-Video Sensor Fusion with Probabilistic Graphical …
https://www.researchgate.net/publication/2494536_Audio-Video_Sensor_Fusion_with_Probabilistic_Graphical_Models
STAC sensors are used to perform audio-visual tracking with a probabilistic graph model and fusion by linear mapping ([15]) or with PF ([16]). However, …
Audio-visual sensor fusion with probabilistic graphical ...
https://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.380.9077
Audio-visual sensor fusion with probabilistic graphical models (2002) BibTeX Share OpenURL
Audio-Video Sensor Fusion with Probabilistic Graphical …
https://core.ac.uk/display/21191616
Audio-Video Sensor Fusion with Probabilistic Graphical Models . By Matthew J. Beal, Hagai Attias and Nebojsa Jojic. Abstract. We present a new approach to modeling and processing multimedia data. This approach is based on graphical models that combine audio and video variables. We demonstrate it by developing a new algorithm for tracking a ...
(PDF) Audio-Visual Graphical Models for Speech …
https://www.academia.edu/70348271/Audio_Visual_Graphical_Models_for_Speech_Processing
Typically audio-visual systems have been assembled from individually engineered modules. We propose to fuse audio and video in a probabilistic generative model that im- w y plements cross-model self-supervised learning, enabling adapta- (a) Audio Model (b) Video Model tion to …
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