Audiovisual Spatial-Audio Analysis by Means of Sound Localization and Imaging: A Multimedia Healthcare Framework in Abdominal Sound Mapping

被引:18
作者
Dimoulas, Charalampos A. [1 ,2 ]
机构
[1] Aristotle Univ Thessaloniki, Lab Elect Media, Sch Journalism & Mass Commun, GR-54124 Thessaloniki, Greece
[2] Aristotle Univ Thessaloniki, Lab Electroacoust & TV Syst, Sch Elect & Comp Engn, GR-54124 Thessaloniki, Greece
关键词
Abdominal sounds (AS); audiovisual content management; multimedia-based healthcare; multimodal monitoring; spatial audio analysis; sound imaging; sound localization; BIOACOUSTICS APPLICATION; FRACTAL DIMENSION; LONG-TERM; CLASSIFICATION; SEGMENTATION; WAVELETS; MPEG-7;
D O I
10.1109/TMM.2016.2594148
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper presents the novel sound-field localization and visualization techniques for audiovisual spatial audio analysis, content description, and management. The method focuses on topographic analysis and mapping of gastro-intestinal motility (GIM) through multichannel recording of abdominal sounds (AS). Related research has attempted to study GIM physiology patterns and diagnose specific abnormalities or diseases. In this context, a new AS source localization method is implemented and evaluated. Sound imaging and spatiotemporalmapping utilities are deployed next by means of sound level distribution images. Novel audio description and management is introduced for the analysis automation of prolonged AS recordings, facilitating smart content browsing with audiovisual summarization and highlighting. The proposed modalities can be utilized in multimedia healthcare applications, where multimodal monitoring of GIM and other psychophysiological parameters can be combined for the study of human digestive patterns and their relation to other factors (i.e., subjects' medical history, nutrition, medication, psychological state, and others). The adopted methodology of spatial audio analysis introduces a generic framework that can be efficiently applied to various sound localization and imaging tasks, which are encountered both in bioacoustics and in contemporary multimedia involving multichannel/3D audio.
引用
收藏
页码:1969 / 1976
页数:8
相关论文
共 39 条
[1]   Multimedia descriptions based on MPEG-7: Extraction and applications [J].
Abdel-Mottaleb, M ;
Krishnamachari, S .
IEEE TRANSACTIONS ON MULTIMEDIA, 2004, 6 (03) :459-468
[2]  
Al Mamun Khandaker A., 2016, Sensing and Bio-Sensing Research, V7, P84, DOI 10.1016/j.sbsr.2016.01.004
[3]  
Al Mamun KA, 2015, IEEE IMTC P, P779, DOI 10.1109/I2MTC.2015.7151367
[4]   Onsets Coincidence for Cross-Modal Analysis [J].
Barzelay, Zohar ;
Schechner, Yoav Y. .
IEEE TRANSACTIONS ON MULTIMEDIA, 2010, 12 (02) :108-120
[5]   Maximum likelihood sound source localization and beamforming for directional microphone arrays in distributed meetings [J].
Cha Zhang ;
Florencio, Dinei ;
Ba, Demba E. ;
Zhang, Zhengyou .
IEEE TRANSACTIONS ON MULTIMEDIA, 2008, 10 (03) :538-548
[6]   Respiratory acoustic thoracic imaging (RATI):: assessing deterministic interpolation techniques [J].
Charleston-Villalobos, S ;
Cortés-Rubiano, S ;
González-Camarena, R ;
Chi-Lem, G ;
Alijama-Corrales, T .
MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, 2004, 42 (05) :618-626
[7]   Acoustic source localization and beamforming: Theory and practice [J].
Chen, JC ;
Yao, K ;
Hudson, RE .
EURASIP JOURNAL ON APPLIED SIGNAL PROCESSING, 2003, 2003 (04) :359-370
[8]   TWO-DIMENSIONAL STATIC AND DYNAMIC DISPLAY SYSTEM OF BOWEL SOUND MAGNITUDE MAP FOR EVALUATION OF INTESTINAL MOTILITY [J].
Chien, Chia-Hung ;
Huang, Hsiang-Ting ;
Wang, Cheng-Yi ;
Chong, Fok-Ching .
BIOMEDICAL ENGINEERING-APPLICATIONS BASIS COMMUNICATIONS, 2009, 21 (05) :333-342
[9]   Two-dimensional positional mapping of gastrointestinal sounds in control and functional bowel syndrome patients [J].
Craine, BL ;
Silpa, ML ;
O'Toole, CJ .
DIGESTIVE DISEASES AND SCIENCES, 2002, 47 (06) :1290-1296
[10]   Joint wavelet video denoising and motion activity detection in multimodal human activity analysis: Application to video-assisted bioacoustic/psychophysiological monitoring [J].
Dimoulas, A. ;
Avdelidis, K. A. ;
Kalliris, G. M. ;
Papanikolaou, G. V. .
EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING, 2008, 2008 (1)