OOIR: Observatory of International Research

Papers

(The TQCC of IEEE Journal of Selected Topics in Signal Processing is 15. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-04-01 to 2024-04-01.)

Article	Citations
An Overview of Signal Processing Techniques for Joint Communication and Radar Sensing	345
Media Forensics and DeepFakes: An Overview	324
WavLM: Large-Scale Self-Supervised Pre-Training for Full Stack Speech Processing	289
Robust Detection of Image Operator Chain With Two-Stream Convolutional Neural Network	138
An Overview of Signal Processing Techniques for RIS/IRS-Aided Wireless Systems	136
Edge Learning for B5G Networks With Distributed Signal Processing: Semantic Communication, Edge Computing, and Wireless Sensing	124
Integrated Sensing and Communication-Assisted Orthogonal Time Frequency Space Transmission for Vehicular Networks	115
Channel Estimation for Intelligent Reflecting Surface Assisted MIMO Systems: A Tensor Modeling Approach	104
Optimization-Inspired Compact Deep Compressive Sensing	96
GANprintR: Improved Fakes and Evaluation of the State of the Art in Face Manipulation Detection	89
Recurrent Convolutional Structures for Audio Spoof and Video Deepfake Detection	82
Self-Supervised Speech Representation Learning: A Review	82
Nonlinear Transform Coding	81
Prior-Guided Image Reconstruction for Accelerated Multi-Contrast MRI via Generative Adversarial Networks	78
Joint Transmit Waveform and Passive Beamforming Design for RIS-Aided DFRC Systems	77
4D Automotive Radar Sensing for Autonomous Vehicles: A Sparsity-Oriented Approach	74
RODNet: A Real-Time Radar Object Detection Network Cross-Supervised by Camera-Radar Fused Object 3D Localization	73
Terahertz-Band Joint Ultra-Massive MIMO Radar-Communications: Model-Based and Model-Free Hybrid Beamforming	72
Automotive Radar Signal Processing: Research Directions and Practical Challenges	68
Private 5G Networks: Concepts, Architectures, and Research Landscape	65
RARE: Image Reconstruction Using Deep Priors Learned Without Groundtruth	63
Learning for Video Compression With Recurrent Auto-Encoder and Recurrent Probability Model	62
BigSSL: Exploring the Frontier of Large-Scale Semi-Supervised Learning for Automatic Speech Recognition	59
DeepCABAC: A Universal Compression Algorithm for Deep Neural Networks	58
Joint Transmit Waveform and Receive Filter Design for Dual-Function Radar-Communication Systems	57

Distributed Machine Learning for Multiuser Mobile Edge Computing Systems	57
Wireless Power Transfer for Future Networks: Signal Processing, Machine Learning, Computing, and Sensing	56
Dual-Functional Radar-Communication Waveform Design: A Symbol-Level Precoding Approach	53
Design and Performance Evaluation of Joint Sensing and Communication Integrated System for 5G mmWave Enabled CAVs	52
Dense Recurrent Neural Networks for Accelerated MRI: History-Cognizant Unrolling of Optimization Algorithms	52
FRaC: FMCW-Based Joint Radar-Communications System Via Index Modulation	51
Multi-User Holographic MIMO Surfaces: Channel Modeling and Spectral Efficiency Analysis	50
J-MoDL: Joint Model-Based Deep Learning for Optimized Sampling and Reconstruction	50
Adaptive Deep Learning-Based Point Cloud Geometry Coding	50
Joint Multi-User Communication and Sensing Exploiting Both Signal and Environment Sparsity	50
RIS-Assisted UAV Communications for IoT With Wireless Power Transfer Using Deep Reinforcement Learning	48
Distributed Few-Shot Learning for Intelligent Recognition of Communication Jamming	47
Rate-Splitting Multiple Access for Multi-Antenna Joint Radar and Communications	46
Multimodal MR Image Synthesis Using Gradient Prior and Adversarial Learning	45
MIMO-OFDM Joint Radar-Communications: Is ICI Friend or Foe?	44
GAN-Generated Image Detection With Self-Attention Mechanism Against GAN Generator Defect	42
Universal Deep Neural Network Compression	42
Mobility-Aware Cooperative Caching in Vehicular Edge Computing Based on Asynchronous Federated and Deep Reinforcement Learning	42
Tensor Decompositions in Wireless Communications and MIMO Radar	41
Online Edge Learning Offloading and Resource Management for UAV-Assisted MEC Secure Communications	41
Adaptive and Fast Combined Waveform-Beamforming Design for MMWave Automotive Joint Communication-Radar	41
Multi-Channel Back-Projection Algorithm for mmWave Automotive MIMO SAR Imaging With Doppler-Division Multiplexing	40
Decentralized Federated Learning With Unreliable Communications	40
Cardiac MRI Segmentation With a Dilated CNN Incorporating Domain-Specific Constraints	39
FRNet: Feature Reconstruction Network for RGB-D Indoor Scene Parsing	39
Hyperspectral Super-Resolution via Interpretable Block-Term Tensor Modeling	39
CIMFNet: Cross-Layer Interaction and Multiscale Fusion Network for Semantic Segmentation of High-Resolution Remote Sensing Images	39
STAR-RISs: A Correlated T&R Phase-Shift Model and Practical Phase-Shift Configuration Strategies	38
Dual Dynamic Inference: Enabling More Efficient, Adaptive, and Controllable Deep Inference	37
LSTM-DNN Based Autoencoder Network for Nonlinear Hyperspectral Image Unmixing	37
A Novel Transmission Policy for Intelligent Reflecting Surface Assisted Wireless Powered Sensor Networks	36
Hybrid Beamforming Design for OFDM Dual-Function Radar-Communication System	36
Cluster Pruning: An Efficient Filter Pruning Method for Edge AI Vision Applications	36
Exposing Fake Images With Forensic Similarity Graphs	35
BB-UNet: U-Net With Bounding Box Prior	35
RIS-Aided Joint Localization and Synchronization With a Single-Antenna Receiver: Beamforming Design and Low-Complexity Estimation	34
Reconfigurable Intelligent Surface-Assisted Multi-UAV Networks: Efficient Resource Allocation With Deep Reinforcement Learning	34
A Light-Weight Replay Detection Framework For Voice Controlled IoT Devices	34
A Novel NOMA Solution With RIS Partitioning	33
Accurate and Lightweight Image Super-Resolution With Model-Guided Deep Unfolding Network	33
Coupled Tensor Decomposition for Hyperspectral and Multispectral Image Fusion With Inter-Image Variability	33
Compact Recurrent Neural Networks for Acoustic Event Detection on Low-Energy Low-Complexity Platforms	32
MFRNet: A New CNN Architecture for Post-Processing and In-loop Filtering	31
Tensor Low-Rank Constraint and $l_0$ Total Variation for Hyperspectral Image Mixed Noise Removal	30
SIMBA: Scalable Inversion in Optical Tomography Using Deep Denoising Priors	29
GACELA: A Generative Adversarial Context Encoder for Long Audio Inpainting of Music	29
Resource-Efficient Deep Neural Networks for Automotive Radar Interference Mitigation	28
RIS-Enabled SISO Localization Under User Mobility and Spatial-Wideband Effects	28
Project Achoo: A Practical Model and Application for COVID-19 Detection From Recordings of Breath, Voice, and Cough	27
StatNet: Statistical Image Restoration for Low-Dose CT using Deep Learning	26

Blockchain and Semi-Distributed Learning-Based Secure and Low-Latency Computation Offloading in Space-Air-Ground-Integrated Power IoT	26
RaDICaL: A Synchronized FMCW Radar, Depth, IMU and RGB Camera Data Dataset With Low-Level FMCW Radar Signals	26
Weighted SPICE Algorithms for Range-Doppler Imaging Using One-Bit Automotive Radar	25
Self-Interference-Resistant IEEE 802.11ad-Based Joint Communication and Automotive Radar Design	25
Gridless Channel Estimation for Hybrid mmWave MIMO Systems via Tensor-ESPRIT Algorithms in DFT Beamspace	24
Joint Communication and Localization in Millimeter Wave Networks	24
Discriminative Layer Pruning for Convolutional Neural Networks	23
Unsupervised Training of Denoisers for Low-Dose CT Reconstruction Without Full-Dose Ground Truth	22
A Domain Enriched Deep Learning Approach to Classify Atherosclerosis Using Intravascular Ultrasound Imaging	20
Blind Quality Assessment for in-the-Wild Images via Hierarchical Feature Fusion and Iterative Mixed Database Training	20
Single-Path Mobile AutoML: Efficient ConvNet Design and NAS Hyperparameter Optimization	20
UAVs Assisted Intelligent Reflecting Surfaces SWIPT System With Statistical CSI	20
Beamforming and Transmit Power Design for Intelligent Reconfigurable Surface-Aided Secure Spatial Modulation	20
Face Anti-Spoofing With Deep Neural Network Distillation	20
Learning-Based Extended Object Tracking Using Hierarchical Truncation Measurement Model With Automotive Radar	19
Throughput Maximization for IRS-Aided MIMO FD-WPCN With Non-Linear EH Model	19
Localization and Channel Reconstruction for Extra Large RIS-Assisted Massive MIMO Systems	19
Learning Robust Graph-Convolutional Representations for Point Cloud Denoising	19
Deep Griffin–Lim Iteration: Trainable Iterative Phase Reconstruction Using Neural Network	19
Distributed Reinforcement Learning for Age of Information Minimization in Real-Time IoT Systems	19
Exploring Overcomplete Representations for Single Image Deraining Using CNNs	19
Lightweight Tensor Attention-Driven ConvLSTM Neural Network for Hyperspectral Image Classification	18
Acceleration of Deep Convolutional Neural Networks Using Adaptive Filter Pruning	18
FMCW Radar Network: Multiple Access and Interference Mitigation	17
A Survey and an Extensive Evaluation of Popular Audio Declipping Methods	17
Joint Doppler Frequency and Direction of Arrival Estimation for TDM MIMO Automotive Radars	17
Structured Pruning for Efficient Convolutional Neural Networks via Incremental Regularization	17
Unsupervised Mitochondria Segmentation in EM Images via Domain Adaptive Multi-Task Learning	17
PoPS: Policy Pruning and Shrinking for Deep Reinforcement Learning	17
Degradation Aware Approach to Image Restoration Using Knowledge Distillation	17
Intra-Frame Coding Using a Conditional Autoencoder	17
Incorporating Distributed DRL Into Storage Resource Optimization of Space-Air-Ground Integrated Wireless Communication Network	17
Toward Ambient Intelligence: Federated Edge Learning With Task-Oriented Sensing, Computation, and Communication Integration	16
Learning to Segment Brain Anatomy From 2D Ultrasound With Less Data	16
Efficient Video Integrity Analysis Through Container Characterization	16
Epidemic Source Detection in Contact Tracing Networks: Epidemic Centrality in Graphs and Message-Passing Algorithms	16
Configuring Intelligent Reflecting Surface With Performance Guarantees: Optimal Beamforming	16
Dynamic Scheduling for Heterogeneous Federated Learning in Private 5G Edge Networks	16
PET Image Reconstruction Using a Cascading Back-Projection Neural Network	16
JDNet: A Joint-Learning Distilled Network for Mobile Visual Food Recognition	16
Predicting the Epidemics Trend of COVID-19 Using Epidemiological-Based Generative Adversarial Networks	16
Improving Automatic Speech Recognition Performance for Low-Resource Languages With Self-Supervised Models	16
Safeguarding NOMA Networks via Reconfigurable Dual-Functional Surface Under Imperfect CSI	15
Uncertainty-Aware Semantic Guidance and Estimation for Image Inpainting	15
RemixIT: Continual Self-Training of Speech Enhancement Models via Bootstrapped Remixing	15
Tensor-Based Receiver for Joint Channel, Data, and Phase-Noise Estimation in MIMO-OFDM Systems	15
Automated Design of Neural Network Architectures With Reinforcement Learning for Detection of Global Manipulations	15
Multi-Scale Image Super-Resolution Via a Single Extendable Deep Network	15
Attention-Based Neural Networks for Chroma Intra Prediction in Video Coding	15
Bayesian User Localization and Tracking for Reconfigurable Intelligent Surface Aided MIMO Systems	15