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Audio-Visual Fusion: New Methods and Applications
https://core.ac.uk/download/pdf/147968682.pdf
and the application of this fusion method to the unsupervised extraction of audio-visual objects is straightforward. Unlike many methods in this domain which are specific to speakers, the fusion methods that we present in this thesis are completely general and they can be applied to all kind of audio-visual sources.
Audio-Visual Fusion
https://infoscience.epfl.ch/record/162107
Each fusion method is successfully demonstrated on a different application in this domain. Our first audio-visual fusion approach is focused on the modeling of audio and video signals. We propose to decompose each modality into a small set of functions representing the structures that are inherent in the signals.
US7472063B2 - Audio-visual feature fusion and support ...
https://patents.google.com/patent/US7472063B2/en
recognizing an input speech by extracting audio and visual features and by comparing the extracted audio and visual features with HMMs obtained at least in part through audio and visual fusion. 2. The method of claim 1 , wherein the linear support vector machine classifiers are trained using positive and negative training sets.
(PDF) Audio-Visual Fusion for Detecting Violent Scenes in ...
https://www.researchgate.net/publication/221238931_Audio-Visual_Fusion_for_Detecting_Violent_Scenes_in_Videos
Audio-Visual Fusion for Detecting Violent Scenes in Videos. ... It has wide applications in the area of visual indexing, biometrics, telehealth, and human–computer interaction. ... A new method ...
Audio-Visual Fusion for Film Database Retrieval and ...
https://link.springer.com/chapter/10.1007/978-3-319-11782-9_10
This chapter presents the techniques for the characterization and fusion of audio and visual content in videos, and demonstrates their applications in movie database retrieval. In the audio domain, a study is conducted on the peaky nature of the distribution of wavelet coefficients of an audio signal, which cannot be effectively modeled by a single distribution.
Kernel-based Sensor Fusion with Application to Audio ...
https://deepai.org/publication/kernel-based-sensor-fusion-with-application-to-audio-visual-voice-activity-detection
The alternating diffusion maps method is particularly suitable for the fusion of the audio-visual data in this setup since it integrates out the interferences, which are view specific, i.e., transients measured in the microphone and non-speech mouth movements measured by …
Integration Strategies for Audio-Visual Speech …
https://www.researchgate.net/publication/27480034_Integration_Strategies_for_Audio-Visual_Speech_Processing_Applied_to_Text-Dependent_Speaker_Recognition
Audio-Visual Fusion: New Methods and Applications ... and the application of this fusion method to the unsupervised extraction of audio-visual objects is straightforward. ... this thesis tackles ...
Audio-visual atoms for generic video concept ...
https://www.researchgate.net/publication/220214392_Audio-visual_atoms_for_generic_video_concept_classification
Audio-Visual Fusion: New Methods and Applications. ... This paper presents a new method able to integrate audio and visual information for scene analysis in a …
Audio-based nonlinear video diffusion - ResearchGate
https://www.researchgate.net/publication/224149600_Audio-based_nonlinear_video_diffusion
Thus, the regions that are least diffused are likely to be part of the video modality of the audio-visual source, and the application of this fusion method to the unsupervised extraction of audio ...
Unsupervised Extraction of Audio-Visual Objects
https://www.researchgate.net/publication/224246165_Unsupervised_Extraction_of_Audio-Visual_Objects
The generality of the proposed method is demonstrated by applying it onto three applications, namely: 1) visual localization of a sound source; 2) visually assisted audio …
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