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EDICS NAME | DESCRIPTION |
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MLSAS | Machine Learning and Statistical Signal processing |
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SAS-STAT | Detection, estimation and classification theory and methods, statistical signal processing |
SAS-SYST | System identification and modeling, nonlinear systems |
SAS-ICAB | Independent Component Analysis and blind source separation |
SAS-ADAP | Adaptive systems and adaptive filtering |
SAS-MALN | Machine learning and neural networks |
SAS-TENS | Tensor Signal Processing |
SAS-OPTIM | Optimization |
MLSAS-SPARSE | Theory of sparse representations and compressed-sensing |
MLSAS-BAYES | Bayesian learning; Particle filters; Information-theoretic learning |
MLSAS-GRAPH | Graphical and kernel methods |
MLSAS-MAN | Manifold learning, applications of Differential Geometry and adaptive signal processing on Manifolds |
MLSAS-SOC | Social networks, Social Learning models and Game Theoretic analysis |
MLSAS-PATT | Pattern recognition and classification |
MLSAS-BIGD | Big Data Methods and Applications |
MLSAS-DEEP | Deep Learning |
DSP | Digital and multirate signal processing |
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DSP-FILT | Filter design, analysis and implementation |
DSP-TFSR | Time-frequency analysis and signal representations, including spectrum analysis, harmonic analysis, filter banks and multirate processing, wavelets |
DSP-FAST | Fast DSP algorithms, transforms and computation |
DSP-SAMP | Sampling, extrapolation, and interpolation |
DSP-GRAPH | Graph analysis, Spectral Graph Theory and Algebraic Topology algorithms, Wavelets over graphs |
DSP-FRI | Finite rate of innovation sampling and processing of signals |
DSP-SPARSE | Sparse signal representations and recovery - algorithms and applications |
HDW | Design and implementation of signal processing systems |
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HDW-ARCH | Signal processing architectures and VLSI hardware, DSP algorithm implementation and tools |
HDW-SECU | Hardware security |
HDW-PROG | Programmable Hardware (e.g. FPGA, SoC, ASIC, etc.) for DSP algorithms |
HDW-MCORE | Multicore Processors for DSP algorithms |
SPE | Speech and Language processing |
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SPE-RECO | Speech and speaker recognition |
SPE-ANAL | Speech coding, synthesis and analysis |
SPE-SLID | Speaker/Language identification and diarization |
SPE-SPL | Spoken language processing |
AUD | Audio and Acoustic Signal Processing |
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AUD-MAAE | Modeling, Analysis and Synthesis of Acoustic Environments |
AUD-CLAS | Detection and Classification of Acoustic Scenes and Events |
AUD-AMHI | Auditory Modeling and Hearing Instruments |
AUD-ASAP | Acoustic Sensor Array Processing |
AUF-NEFR | Active Noise Control, Echo Reduction and Feedback Reduction |
AUD-SEP | Audio and Speech Source Separation, Enhancement and Restoration |
AUD-QIM | Quality and Intelligibility Measures |
AUD-SARR | Spatial Audio Recording and Reproduction |
AUD-AMCT | Audio and Speech Modeling, Coding and Transmission |
AUD-MSP | Music Signal Analysis, Processing and Synthesis |
AUD-MIR | Music Information Retrieval and Music Language Processing |
AUD-AUMM | Audio for Multimedia and Bioacoustics |
AUD-SEC | Audio Security |
IMD | Image and multidimensional signal processing |
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IMD-MDSP | Multidimensional signal processing |
IMD-CODE | Image/video coding and transmission |
IMD-ANAL | Image/video analysis, restoration and processing |
IMD-STOR | Image/video storage and retrieval |
IMD-PATT | Pattern recognition |
IMD-SPAR | Sparse representation in Imaging |
IMD-ARS-BIM | Signal & Image & Video Biometric Analysis |
IMD-ARS-SRE | Image & Video Storage and Retrieval |
IMD-ARS-SRV | Image & Video Synthesis, Rendering, and Visualization |
IMD-ARS-FOR | Image & Video Forensic Analysis |
IMD-STER | Stereo Image Processing |
MSP | Multimedia signal processing |
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MSP-MULT | Multimedia signal processing, e.g., joint audio/image/video/graphic processing |
MSP-WAT | Watermarking (Theory, Algorithms, Attacks) |
MSP-STE | Steganography and steganalysis |
MSP-HAS | Hashing for content authentication/identification |
MSP-FOR | Multimedia Forensics |
MSP-SECU | Security and Privacy preserving signal processing |
COM | Signal processing for communications |
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COM-ESTI | Communication signal transmission, reception and detection algorithms; channel estimation and modeling |
COM-CODE | Signal representation, coding, compression, including joint source-channel coding and iterative decoding algorithms |
COM-MIMO | MIMO communications and space-time or space-frequency coding |
COM-CDMA-UWB | Spread spectrum and CDMA systems and Ultra wideband systems |
COM-GREEN | Energy Aware Communications and Networking |
COM-OFDM | Multicarrier, OFDM and DSL systems |
COM-UWBS | Ultra wideband systems |
COM-NETW | Wireless, ad hoc and sensor networks, distributed coding and processing, cross-layer design |
COM-PERF | Performance analysis of communication systems |
COM-SCODE | Source signal representation, coding, quantization, compression, including joint source-channel coding and iterative decoding algorithms |
COM-CODPHY | Coding and Precoding design, Optimal PHY for single and multiuser systems |
COM-SECU | Communication Security and Privacy in Physical Layer communication and Networks |
COM-RELN | Communications over Relay Channels, Network coding |
COM-NETA | Analysis of Networks and Queuing systems |
COM-OPTNE | Optimal network resource allocation, Network Utility Maximization and Game theoretic models |
COM-MACOG | Multiple Access, Scheduling, Cognitive Radios |
COM-MAMI | Massive MIMO Communications |
SAM | Sensor array and multichannel signal processing |
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SAM-SAMC | Sensor array and multichannel signal processing |
SAM-NET | Distributed processing and optimization over sensor networks, gossiping algorithms |
SAM-BEAM | Beam-forming, including Space-time adaptive methods |
SAM-DOAE | Direction of arrival estimation, source detection localization and tracking, including Global Positioning Systems |
SAM-LOC | Sensor network localization algorithms |
SAM-RASO | Radar and Sonar Signal Processing |
SAM-IMG | Imaging with array data including Synthetic Aperture Radar |
SAM-SPARCS | Compressed Sensing |
SAM-DOPT | Distributed Optimization |
BIO | BIO Biomedical signal processing |
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BIO-BIOL | Biomedical signal processing, including genomics, bioinformatics |
BIO-BIOIM | Biological imaging |
BIO-COMPIM | Computational imaging |
BIO-INFO | Bioinformatics |
BIO-MAID | Signal processing methods for medical aids |
BIO-MDIG | Medical diagnostic methods |
BIO-SENS | Sensor systems for biomedical signal and image processing |
BIO-SSIGP | Sensor signal processing |
BIO-BCI | Signal Processing Methods supporting Brain/Human-Computer Interfaces |
EDU | Signal processing in education |
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EDU-EDUC | Signal processing education |
ESP | Emerging Signal Processing Applications |
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ESP-CPS | Cyber-Physical Systems, Machine Communications and Monitoring Systems |
ESP-EN | Energy and Smart Grid |
ESP-NAV | Navigation |
ESP-AUTO | Automated Vehicle Applications |
ESP-IOT | Internet of Things |
IFS | Information Forensics and Security |
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IFS-APP | Security Applications and Usability |
IFS-BVS | Biometrics and Video-surveillance |
IFS-CAP | Applied Cryptography, Anonymization, and Privacy |
IFS-CLI | Communication, Physical-Layer Security and Information Theoretic Security |
IFS-FOR | Multimedia Forensics and Content Identification |
IFS-HID | Watermarking, Steganography, and Data Hiding |
IFS-OTH | Other Aspects of Information Forensics and Security |