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EDICS

Name Description
SPT Signal Processing Theory
  • Adaptive signal processing
  • Sampling, multirate signal processing and digital signal processing
  • Multidimensional signal processing
  • Signal and information processing over graphs
  • Adaptation, detection, estimation, and learning over graphs
  • Optimization methods
  • Radar and sonar signal processing
  • Sensor array and multichannel processing
  • Statistical signal processing
  • Quantum signal processing
  • Other SPT contributions
IMV Image, Video & Multimedia Processing
  • Image & video sensing, modeling, and representation
  • Image & video processing techniques
  • Image & video communications
  • Multimedia signal processing & communications
  • Electronic imaging
  • Computational imaging methods and models
  • Computational image formation
  • Computational imaging systems
  • Other IMV topics
ASL Audio, Speech and Language Processing
  • Human language technology
  • Speech processing
  • Audio and acoustic signal processing
  • Multimodal processing
  • Other ASL topics
IFS Information Forensics and Security
  • Anonymization, data privacy and applied cryptography
  • Biometrics
  • Communication and information theoretic security
  • Network security
  • Cyber-physical security
  • Multimedia forensics
  • Hardware security
  • Surveillance
  • Watermarking and data hiding
  • Adversarial signal processing & machine learning
  • Security in social networks
  • Other IFS topics
BIO Biomedical Signal and Image Processing
  • Bioinformatics
  • Physiological signal processing
  • Neural signals
  • Biological imaging & image analysis
  • Medical imaging & image analysis
  • Brain/human-computer interfaces
  • Other biomedical SP topics
COM Signal Processing for Communications and Networks
  • Channel characterization, modelling, estimation and equalization
  • Signal representation, coding and compression
  • Cross-layer optimization
  • Multi-carrier, OFDM, and DMT communications
  • MIMO/Massive MIMO Communications
  • CDMA and spread spectrum communications
  • Ultra wideband communications
  • Millimeter-wave and terahertz communications
  • Optical wireless communications
  • Energy aware and sustainable communications
  • Modulation, encoding, pre-coding and beamforming
  • SP for cognitive radios
  • Communications, sensing and networking
  • Modeling and analysis of networks
  • SP for non-terrestrial communications
  • Other COM topics
MLR Machine Learning
  • Deep learning
  • Graphical and kernel methods
  • Bayesian learning
  • Sequential learning
  • Tensor-based methods
  • Optimization methods
  • Distributed/Federated learning
  • Subspace and manifold learning
  • Pattern recognition and classification
  • Reinforcement learning
  • Dictionary learning/Independent component analysis
  • Matrix factorization/completion
  • Source separation
  • Transfer learning, domain adaptation
  • Self-supervised and semi-supervised learning
  • Methods and algorithms for big data
  • Other ML topics
OTH Other Areas and SP Applications
  • Design and implementation of signal processing systems
  • Internet of things
  • Green and sustainable signal processing
  • SP for energy and power systems
  • Cyber-physical systems
  • Financial engineering
  • Non-destructive testing and evaluation
  • SP Education
  • Emerging topics

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