Abstract :
The following topics are dealt with: loudspeaker; microphone array signal processing; echo cancellation; source separation; music classification; music recognition; signal enhancement; perception; noise reduction; audio analysis; audio synthesis; spatial audio coding; content analysis for music, multimedia, and medicine; room acoustics; acoustic system modeling; biomedical signal processing; electroencephalography; magnetoencephalography; biomedical image processing; image coding; depth estimation; video coding; interpolation and super-resolution; image segmentation; image analysis; image enhancement; image feature extraction; visual search and annotation; video segmentation and tracking; image and video retrieval; image denoising, restoration, and enhancement; image filtering; remote sensing; image resizing and reconstruction; image recognition; video analysis; 3D processing and coding; motion estimation, registration, and tracking; biometrics; parallel and embedded signal processing; communication, error correction, and navigation; optimization; industry technologies; multimedia forensics; watermarking; data hiding; multimedia identification and authentication; network security; blind signal separation; matrix factorizations; learning theory; speech processing; clustering; Bayesian, information-theoretic and graphical learning; biomedicine; multimedia security and forensics; audio visual processing; multimedia communication; multimedia recognition, search, and retrieval; audiovisual and multimodal processing; MIMO radar; sensor array; multichannel signal processing; DOA estimation; source localization and tracking; sensor networks and distributed estimation; compressed sensing; sparse signal modeling; signal processing education; resource allocation; interference management; relay networks; social networks; smart grid; cognitive radio; adaptive filtering; pattern recognition; time-frequency analysis; filter banks; sampling sparsity; acoustic modeling; speech enha- cement; speech synthesis; speaker diarization; weighted finite-state transducers; speaker identification; machine learning; pitch, prosody, and voice quality; speaker verification; speech translation; language modeling; spoken language understanding; paralinguistic, nonlinguistic information and data mining; speech retrieval; resource-aware design; multiple radar systems; depth cameras; digitally enhanced analog systems; ray and sound reproducing; and distributed transmit beamforming.
Keywords :
Bayes methods; MIMO radar; adaptive filters; architectural acoustics; array signal processing; audio coding; authorisation; biometrics (access control); blind source separation; channel bank filters; cognitive radio; compressed sensing; data encapsulation; data mining; direction-of-arrival estimation; echo suppression; electroencephalography; error correction; feature extraction; image denoising; image enhancement; image restoration; image segmentation; information theory; interpolation; learning (artificial intelligence); loudspeakers; magnetoencephalography; medical image processing; microphone arrays; motion estimation; multimedia communication; navigation; optimisation; remote sensing; resource allocation; sensor arrays; social networking (online); speaker recognition; speech enhancement; time-frequency analysis; video coding; video retrieval; watermarking; 3D processing; Bayesian methods; DOA estimation; MIMO radar; acoustic modeling; acoustic system modeling; adaptive filtering; audio analysis; audio synthesis; audio visual processing; audiovisual processing; authentication; biomedical image processing; biomedical signal processing; biomedicine; biometrics; blind signal separation; cognitive radio; compressed sensing; content analysis; data hiding; data mining; depth cameras; depth estimation; digitally enhanced analog systems; distributed estimation; distributed transmit beamforming; echo cancellation; electroencephalography; embedded signal processing; error correction; filter banks; graphical learning; image analysis; image coding; image denoising; image enhancement; image feature extraction; image filtering; image recognition; image reconstruction; image resizing; image restoration; image retrieval; image segmentation; industry technologies; information theory; interference management; interpolation; learning theory; loudspeaker; machine learning; magnetoencephalography; matrix factorizations; microphone array signal processing; motion estimation; motion registration; motion tracking; multichannel signal processing; multimedia communication; multimedia forensics; multimedia identification; multimedia recognition; multimedia retrieval; multimedia search; multimedia security; multimodal processing; multiple radar systems; music classification; music recognition; navigation; network security; noise reduction; nonlinguistic information; optimization; paralinguistic information; parallel signal processing; pattern recognition; perception; pitch; prosody; ray reproducing; relay networks; remote sensing; resource allocation; resource-aware design; room acoustics; sampling sparsity; sensor array; sensor networks; signal enhancement; signal processing education; smart grid; social networks; sound reproducing; source localization; source separation; source tracking; sparse signal modeling; spatial audio coding; speaker diarization; speaker identification; speaker verification; speech clustering; speech enhancement; speech processing; speech retrieval; speech synthesis; speech translation; spoken language understanding; super-resolution; time-frequency analysis; video analysis; video coding; video retrieval; video segmentation; video tracking; visual annotation; visual search; voice quality; watermarking; weighted finite-state transducers;
