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Multimedia data mining: state of the art and challenges
Advances in multimedia data acquisition and storage technology have led to the growth of
very large multimedia databases. Analyzing this huge amount of multimedia data to discover …
very large multimedia databases. Analyzing this huge amount of multimedia data to discover …
Multimedia content analysis-using both audio and visual clues
Multimedia content analysis refers to the computerized understanding of the semantic
meanings of a multimedia document, such as a video sequence with an accompanying …
meanings of a multimedia document, such as a video sequence with an accompanying …
Audio-visual integration in multimodal communication
We review recent research that examines audio-visual integration in multimodal
communication. The topics include bimodality in human speech, human and automated lip …
communication. The topics include bimodality in human speech, human and automated lip …
Audio feature extraction and analysis for scene segmentation and classification
Understanding of the scene content of a video sequence is very important for content-based
indexing and retrieval of multimedia databases. Research in this area in the past several …
indexing and retrieval of multimedia databases. Research in this area in the past several …
A hidden Markov model framework for video segmentation using audio and image features
This paper describes a technique for segmenting video using hidden Markov models
(HMM). Video is segmented into regions defined by shots, shot boundaries, and camera …
(HMM). Video is segmented into regions defined by shots, shot boundaries, and camera …
Classification TV programs based on audio information using hidden Markov model
This paper describes a technique for classifying TV broadcast video using a hidden Markov
model (HMM). Here we consider the problem of discriminating five types of TV programs …
model (HMM). Here we consider the problem of discriminating five types of TV programs …
A deep learning-based pipeline for mosquito detection and classification from wingbeat sounds
Mosquito vector-borne diseases such as malaria and dengue constitute some of the most
serious public health burdens in tropical and sub-tropical countries. Effective targeting of …
serious public health burdens in tropical and sub-tropical countries. Effective targeting of …
Video handling with music and speech detection
K Minami, A Akutsu, H Hamada… - IEEE MultiMedia, 1998 - ieeexplore.ieee.org
The audio-based approach to video indexing described by the authors detects music and
speech independently even when they occur simultaneously. The indexed video segments …
speech independently even when they occur simultaneously. The indexed video segments …
Content-based video parsing and indexing based on audio-visual interaction
A content-based video parsing and indexing method is presented in this paper, which
analyzes both information sources (auditory and visual) and accounts for their inter-relations …
analyzes both information sources (auditory and visual) and accounts for their inter-relations …
Characterizing Multimedia Information Environment through Multi-modal Clustering of YouTube Videos
This study aims to investigate the comprehensive characterization of information content in
multimedia (videos), particularly on YouTube. The research presents a multi-method …
multimedia (videos), particularly on YouTube. The research presents a multi-method …