Guangming Shi

Orcid: 0000-0003-2179-3292

According to our database1, Guangming Shi authored at least 459 papers between 2002 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2025
Multi-Scale Adaptive Skeleton Transformer for action recognition.
Comput. Vis. Image Underst., 2025

2024
Semantic Feature Division Multiple Access for Multi-User Digital Interference Networks.
IEEE Trans. Wirel. Commun., October, 2024

Active Learning for Deep Visual Tracking.
IEEE Trans. Neural Networks Learn. Syst., October, 2024

An Image Adaptive Rate Mechanism in Semantic Communication for Image Endogenous Semantics.
IEEE Trans. Veh. Technol., September, 2024

An Introduction to Semantic Communication and Semantic-Aware Networking Standardization for 6G.
GetMobile Mob. Comput. Commun., September, 2024

Graph Transformer and LSTM Attention for VNF Multi-Step Workload Prediction in SFC.
IEEE Trans. Netw. Serv. Manag., August, 2024

Mobility-Aware MEC Planning With a GNN-Based Graph Partitioning Framework.
IEEE Trans. Netw. Serv. Manag., August, 2024

Superimposed Semantic Communication for IoT-Based Real-Time ECG Monitoring.
IEEE J. Biomed. Health Informatics, July, 2024

Features Disentangled Semantic Broadcast Communication Networks.
IEEE Trans. Wirel. Commun., June, 2024

Motion-Oriented Hybrid Spiking Neural Networks for Event-Based Motion Deblurring.
IEEE Trans. Circuits Syst. Video Technol., May, 2024

Reasoning Over the Air: A Reasoning- Based Implicit Semantic-Aware Communication Framework.
IEEE Trans. Wirel. Commun., April, 2024

Self-supervised discriminative model prediction for visual tracking.
Neural Comput. Appl., April, 2024

Toward Net-Zero Carbon Emissions in Network AI for 6G and Beyond.
IEEE Commun. Mag., April, 2024

Time-Sensitive Learning for Heterogeneous Federated Edge Intelligence.
IEEE Trans. Mob. Comput., February, 2024

Distributed Traffic Synthesis and Classification in Edge Networks: A Federated Self-Supervised Learning Approach.
IEEE Trans. Mob. Comput., February, 2024

Spectral-Spatial Domain Attention Network for Hyperspectral Image Few-Shot Classification.
Remote. Sens., February, 2024

STDM-transformer: Space-time dual multi-scale transformer network for skeleton-based action recognition.
Neurocomputing, January, 2024

Blind Image Quality Assessment Based on Perceptual Comparison.
IEEE Trans. Multim., 2024

Coarse-to-Fine Image Aesthetics Assessment With Dynamic Attribute Selection.
IEEE Trans. Multim., 2024

Multi-Scale Spatio-Temporal Memory Network for Lightweight Video Denoising.
IEEE Trans. Image Process., 2024

TransVQA: Transferable Vector Quantization Alignment for Unsupervised Domain Adaptation.
IEEE Trans. Image Process., 2024

A Comprehensive Review of RGBT Tracking.
IEEE Trans. Instrum. Meas., 2024

Thermal Infrared Target Tracking: A Comprehensive Review.
IEEE Trans. Instrum. Meas., 2024

Improved Motor Imagery EEG Interdevice Decoding by Reweighting Multisource Domain Samples.
IEEE Trans. Instrum. Meas., 2024

Fast Universal Azimuth Signal Modeling for Maneuvering-Platform BFSAR Imaging.
IEEE Trans. Geosci. Remote. Sens., 2024

Degradation Estimation Recurrent Neural Network With Local and Non-Local Priors for Compressive Spectral Imaging.
IEEE Trans. Geosci. Remote. Sens., 2024

Learning real-world heterogeneous noise models with a benchmark dataset.
Pattern Recognit., 2024

A novel hybrid decoding neural network for EEG signal representation.
Pattern Recognit., 2024

TSUDepth: Exploring temporal symmetry-based uncertainty for unsupervised monocular depth estimation.
Neurocomputing, 2024

Retinex-Guided Channel Grouping-Based Patch Swap for Arbitrary Style Transfer.
IEEE Multim., 2024

SANSee: A Physical-layer Semantic-aware Networking Framework for Distributed Wireless Sensing.
CoRR, 2024

An O(m+n)-Space Spatiotemporal Denoising Filter with Cache-Like Memories for Dynamic Vision Sensors.
CoRR, 2024

E-Motion: Future Motion Simulation via Event Sequence Diffusion.
CoRR, 2024

S4DL: Shift-sensitive Spatial-Spectral Disentangling Learning for Hyperspectral Image Unsupervised Domain Adaptation.
CoRR, 2024

Back to the Color: Learning Depth to Specific Color Transformation for Unsupervised Depth Estimation.
CoRR, 2024

Fast Window-Based Event Denoising with Spatiotemporal Correlation Enhancement.
CoRR, 2024

Swin-UMamba: Mamba-based UNet with ImageNet-based pretraining.
CoRR, 2024

PACE: A Pragmatic Agent for Enhancing Communication Efficiency Using Large Language Models.
CoRR, 2024

Self-supervised Learning of LiDAR 3D Point Clouds via 2D-3D Neural Calibration.
CoRR, 2024

Towards Net-Zero Carbon Emissions in Network AI for 6G and Beyond.
CoRR, 2024

AesExpert: Towards Multi-modality Foundation Model for Image Aesthetics Perception.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Swin-UMamba: Mamba-Based UNet with ImageNet-Based Pretraining.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Multimodal Self-Supervised Learning for Lesion Localization.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

Mlip: Medical Language-Image Pre-Training With Masked Local Representation Learning.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

Enhancing Representation in Medical Vision-Language Foundation Models Via Multi-Scale Information Extraction Techniques.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

SG2SC: A Generative Semantic Communication Framework for Scene Understanding-Oriented Image Transmission.
Proceedings of the IEEE International Conference on Acoustics, 2024

Mosic: Multimodal Semantic Integrated Communication for Health Monitoring in Iot Scenarios.
Proceedings of the IEEE International Conference on Acoustics, 2024

Segment Any Event Streams via Weighted Adaptation of Pivotal Tokens.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Motion Deblurring via Spatial-Temporal Collaboration of Frames and Events.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

BVT-IMA: Binary Vision Transformer with Information-Modified Attention.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Inverse Weight-Balancing for Deep Long-Tailed Learning.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Task-Oriented Explainable Semantic Communications.
IEEE Trans. Wirel. Commun., December, 2023

Filter Clustering for Compressing CNN Model With Better Feature Diversity.
IEEE Trans. Circuits Syst. Video Technol., December, 2023

View-Normalized and Subject-Independent Skeleton Generation for Action Recognition.
IEEE Trans. Circuits Syst. Video Technol., December, 2023

Depth Perception Assessment of 3D Videos Based on Stereoscopic and Spatial Orientation Structural Features.
IEEE Trans. Circuits Syst. Video Technol., September, 2023

Deep Unfolding Network for Efficient Mixed Video Noise Removal.
IEEE Trans. Circuits Syst. Video Technol., September, 2023

Theme-Aware Visual Attribute Reasoning for Image Aesthetics Assessment.
IEEE Trans. Circuits Syst. Video Technol., September, 2023

Deep Gaussian Scale Mixture Prior for Image Reconstruction.
IEEE Trans. Pattern Anal. Mach. Intell., September, 2023

Adaptive Search-and-Training for Robust and Efficient Network Pruning.
IEEE Trans. Pattern Anal. Mach. Intell., August, 2023

Progressive graph convolution network for EEG emotion recognition.
Neurocomputing, August, 2023

Superresolution Image Reconstruction: Selective milestones and open problems.
IEEE Signal Process. Mag., July, 2023

Memory Based Temporal Fusion Network for Video Deblurring.
Int. J. Comput. Vis., July, 2023

Dynamic Expert-Knowledge Ensemble for Generalizable Video Quality Assessment.
IEEE Trans. Circuits Syst. Video Technol., June, 2023

Anchor-based knowledge embedding for image aesthetics assessment.
Neurocomputing, June, 2023

Radar High-Speed Target Coherent Detection Method Based on Modified Radon Inverse Fourier Transform.
IEEE Trans. Aerosp. Electron. Syst., April, 2023

Quality Assessment of UGC Videos Based on Decomposition and Recomposition.
IEEE Trans. Circuits Syst. Video Technol., March, 2023

Imitation Learning-Based Implicit Semantic-Aware Communication Networks: Multi-Layer Representation and Collaborative Reasoning.
IEEE J. Sel. Areas Commun., March, 2023

ECSNet: Spatio-Temporal Feature Learning for Event Camera.
IEEE Trans. Circuits Syst. Video Technol., February, 2023

MADPL-net: Multi-layer attention dictionary pair learning network for image classification.
J. Vis. Commun. Image Represent., February, 2023

Knowledge-Guided Blind Image Quality Assessment With Few Training Samples.
IEEE Trans. Multim., 2023

Spatially Varying Prior Learning for Blind Hyperspectral Image Fusion.
IEEE Trans. Image Process., 2023

SCDAN: Learning Common Feature Representation of Brain Activation for Intersubject Motor Imagery EEG Decoding.
IEEE Trans. Instrum. Meas., 2023

Supervised Contrastive Learning Based on Fusion of Global and Local Features for Remote Sensing Image Retrieval.
IEEE Trans. Geosci. Remote. Sens., 2023

Uncertainty-Driven Knowledge Distillation for Language Model Compression.
IEEE ACM Trans. Audio Speech Lang. Process., 2023

GMSS: Graph-Based Multi-Task Self-Supervised Learning for EEG Emotion Recognition.
IEEE Trans. Affect. Comput., 2023

Bayesian Deep Learning for Image Reconstruction: From structured sparsity to uncertainty estimation.
IEEE Signal Process. Mag., 2023

Few-shot human-object interaction video recognition with transformers.
Neural Networks, 2023

Segment Any Events via Weighted Adaptation of Pivotal Tokens.
CoRR, 2023

Myriad: Large Multimodal Model by Applying Vision Experts for Industrial Anomaly Detection.
CoRR, 2023

EEG-based Emotion Style Transfer Network for Cross-dataset Emotion Recognition.
CoRR, 2023

AMGC: Adaptive match-based genomic compression algorithm.
CoRR, 2023

A Theory for Semantic Communications.
CoRR, 2023

Time-sensitive Learning for Heterogeneous Federated Edge Intelligence.
CoRR, 2023

Event-based Motion Deblurring with Modality-Aware Decomposition and Recomposition.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

OCSKB: An Object Component Sketch Knowledge Base for Fast 6D Pose Estimation.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

AesCLIP: Multi-Attribute Contrastive Learning for Image Aesthetics Assessment.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Exploring Correlations in Degraded Spatial Identity Features for Blind Face Restoration.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Learning Primitive-Aware Discriminative Representations for Few-Shot Learning.
Proceedings of the Neural Information Processing - 30th International Conference, 2023

Physical-Layer Semantic-Aware Network for Zero-Shot Wireless Sensing.
Proceedings of the 31st IEEE International Conference on Network Protocols, 2023

Rate-Distortion-Perception Theory for Semantic Communication.
Proceedings of the 31st IEEE International Conference on Network Protocols, 2023

Low-Light Image Enhancement with Multi-stage Residue Quantization and Brightness-aware Attention.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

GAN-inspired Intelligent Jamming and Anti-jamming Strategy for Semantic Communication Systems.
Proceedings of the IEEE International Conference on Communications, 2023

Adversarial Learning for Implicit Semantic-Aware Communications.
Proceedings of the IEEE International Conference on Communications, 2023

Vector Quantization with Self-Attention for Quality-Independent Representation Learning.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

TFRGAN: Leveraging Text Information for Blind Face Restoration with Extreme Degradation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Self-supervised Non-uniform Kernel Estimation with Flow-based Motion Prior for Blind Image Deblurring.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Residual Degradation Learning Unfolding Framework with Mixing Priors Across Spectral and Spatial for Compressive Spectral Imaging.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Improving Robotic Tactile Localization Super-resolution via Spatiotemporal Continuity Learning and Overlapping Air Chambers.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Gradient Corner Pooling for Keypoint-Based Object Detection.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Video Quality Assessment With Serial Dependence Modeling.
IEEE Trans. Multim., 2022

Fine-Grained Image Quality Caption With Hierarchical Semantics Degradation.
IEEE Trans. Image Process., 2022

NL-CALIC Soft Decoding Using Strict Constrained Wide-Activated Recurrent Residual Network.
IEEE Trans. Image Process., 2022

From Whole Video to Frames: Weakly-Supervised Domain Adaptive Continuous-Time QoE Evaluation.
IEEE Trans. Image Process., 2022

Visual Cluster Grounding for Image Captioning.
IEEE Trans. Image Process., 2022

Contrastive Self-Supervised Pre-Training for Video Quality Assessment.
IEEE Trans. Image Process., 2022

S³Net: Spectral-Spatial-Semantic Network for Hyperspectral Image Classification With the Multiway Attention Mechanism.
IEEE Trans. Geosci. Remote. Sens., 2022

L<sub>q</sub>-SPB-Net: A Real-Time Deep Network for SAR Imaging and Despeckling.
IEEE Trans. Geosci. Remote. Sens., 2022

Personalized Image Aesthetics Assessment via Meta-Learning With Bilevel Gradient Optimization.
IEEE Trans. Cybern., 2022

Generalizable No-Reference Image Quality Assessment via Deep Meta-Learning.
IEEE Trans. Circuits Syst. Video Technol., 2022

Spatiotemporal Representation Learning for Blind Video Quality Assessment.
IEEE Trans. Circuits Syst. Video Technol., 2022

Blind Image Quality Index for Authentic Distortions With Local and Global Deep Feature Aggregation.
IEEE Trans. Circuits Syst. Video Technol., 2022

Bayesian Correlation Filter Learning With Gaussian Scale Mixture Model for Visual Tracking.
IEEE Trans. Circuits Syst. Video Technol., 2022

Deep Hyperspectral Image Fusion Network With Iterative Spatio-Spectral Regularization.
IEEE Trans. Computational Imaging, 2022

Phase Preservation Neural Network for Electroencephalography Classification in Rapid Serial Visual Presentation Task.
IEEE Trans. Biomed. Eng., 2022

A Lightweight Multi-Level Information Network for Multispectral and Hyperspectral Image Fusion.
Remote. Sens., 2022

SAR Imaging and Despeckling Based on Sparse, Low-Rank, and Deep CNN Priors.
IEEE Geosci. Remote. Sens. Lett., 2022

A novel intrinsically explainable model with semantic manifolds established via transformed priors.
Knowl. Based Syst., 2022

Language-guided graph parsing attention network for human-object interaction recognition.
J. Vis. Commun. Image Represent., 2022

Modeling content-attribute preference for personalized image esthetics assessment.
Image Vis. Comput., 2022

Soft focal loss: Evaluating sample quality for dense object detection.
Neurocomputing, 2022

Detecting human-object interactions in videos by modeling the trajectory of objects and human skeleton.
Neurocomputing, 2022

Blind image quality assessment based on progressive multi-task learning.
Neurocomputing, 2022

Correlation filters based on spatial-temporal Gaussion scale mixture modelling for visual tracking.
Neurocomputing, 2022

MSFF-Net: Multi-scale feature fusing networks with dilated mixed convolution and cascaded parallel framework for sound event detection.
Digit. Signal Process., 2022

Adaptive feature denoising based deep convolutional network for single image super-resolution.
Comput. Vis. Image Underst., 2022

ModulE: Module Embedding for Knowledge Graphs.
CoRR, 2022

Rate-Distortion Theory for Strategic Semantic Communication.
CoRR, 2022

ACO: lossless quality score compression based on adaptive coding order.
BMC Bioinform., 2022

Robust Dynamic Background Modeling for Foreground Estimation.
Proceedings of the IEEE International Conference on Visual Communications and Image Processing, 2022

Semantic Attribute Guided Image Aesthetics Assessment.
Proceedings of the IEEE International Conference on Visual Communications and Image Processing, 2022

Learning for Motion Deblurring with Hybrid Frames and Events.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Bayesian based Re-parameterization for DNN Model Pruning.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

AEDNet: Asynchronous Event Denoising with Spatial-Temporal Correlation among Irregular Data.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Rate-Distortion Theory for Strategic Semantic Communication.
Proceedings of the IEEE Information Theory Workshop, 2022

Learning Degradation Uncertainty for Unsupervised Real-world Image Super-resolution.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Supervised Contrastive Learning-Based Deep Hash Retrieval for Remote Sensing Image.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Reasoning on the Air: An Implicit Semantic Communication Architecture.
Proceedings of the 2022 IEEE International Conference on Communications Workshops, 2022

Life-long Learning for Reasoning-based Semantic Communication.
Proceedings of the 2022 IEEE International Conference on Communications Workshops, 2022

Self-feature Distillation with Uncertainty Modeling for Degraded Image Recognition.
Proceedings of the Computer Vision, 2022

Uncertainty Learning in Kernel Estimation for Multi-stage Blind Image Super-Resolution.
Proceedings of the Computer Vision - ECCV 2022, 2022

Robust Depth Completion with Uncertainty-Driven Loss Functions.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Probabilistic Undirected Graph Based Denoising Method for Dynamic Vision Sensor.
IEEE Trans. Multim., 2021

Quality Index for View Synthesis by Measuring Instance Degradation and Global Appearance.
IEEE Trans. Multim., 2021

Blind Image Quality Assessment With Active Inference.
IEEE Trans. Image Process., 2021

Model-Guided Deep Hyperspectral Image Super-Resolution.
IEEE Trans. Image Process., 2021

SPB-Net: A Deep Network for SAR Imaging and Despeckling With Downsampled Data.
IEEE Trans. Geosci. Remote. Sens., 2021

Hybrid sparsity learning for image restoration: An iterative and trainable approach.
Signal Process., 2021

Robust subspace clustering network with dual-domain regularization.
Pattern Recognit. Lett., 2021

Attention-shift based deep neural network for fine-grained visual categorization.
Pattern Recognit., 2021

Conditional generative adversarial network for EEG-based emotion fine-grained estimation and visualization.
J. Vis. Commun. Image Represent., 2021

Accurate and Lightweight Image Super-Resolution With Model-Guided Deep Unfolding Network.
IEEE J. Sel. Top. Signal Process., 2021

Blind image quality prediction with hierarchical feature aggregation.
Inf. Sci., 2021

Toward blind joint demosaicing and denoising of raw color filter array data.
Neurocomputing, 2021

Multi-Scale and Single-Scale Fully Convolutional Networks for Sound Event Detection.
Neurocomputing, 2021

Domain-aware Stacked AutoEncoders for zero-shot learning.
Neurocomputing, 2021

Knowledge-guided semantic computing network.
Neurocomputing, 2021

Knowledge embedded GCN for skeleton-based two-person interaction recognition.
Neurocomputing, 2021

A novel transferability attention neural network model for EEG emotion recognition.
Neurocomputing, 2021

Deep Maximum a Posterior Estimator for Video Denoising.
Int. J. Comput. Vis., 2021

Lightweight Image Super-Resolution with Hierarchical and Differentiable Neural Architecture Search.
CoRR, 2021

Searching Efficient Model-guided Deep Network for Image Denoising.
CoRR, 2021

A new communication paradigm: from bit accuracy to semantic fidelity.
CoRR, 2021

From Semantic Communication to Semantic-Aware Networking: Model, Architecture, and Open Problems.
IEEE Commun. Mag., 2021

RFPruning: A retraining-free pruning method for accelerating convolutional neural networks.
Appl. Soft Comput., 2021

A Novel Spatio-Temporal 3D Convolutional Encoder-Decoder Network for Dynamic Saliency Prediction.
IEEE Access, 2021

Uncertainty-Driven Loss for Single Image Super-Resolution.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Image Quality Caption with Attentive and Recurrent Semantic Attractor Network.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

No-Reference Video Quality Assessment with Heterogeneous Knowledge Ensemble.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

View-normalized Skeleton Generation for Action Recognition.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Multi-rate Video Compressive Sensing for Fixed Scene Measurement.
Proceedings of the ICVIP 2021: The 5th International Conference on Video and Image Processing, Hayward, CA, USA, December 22, 2021

Optical Flow Estimation Via Motion Feature Recovery.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Unsupervised Curriculum Domain Adaptation for No-Reference Video Quality Assessment.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Federated Traffic Synthesizing and Classification Using Generative Adversarial Networks.
Proceedings of the ICC 2021, 2021

Spatio-temporal Modeling for Large-scale Vehicular Networks Using Graph Convolutional Networks.
Proceedings of the ICC 2021, 2021

Optimizing Intelligent Reflecting Surface-Base Station Association for Mobile Networks.
Proceedings of the ICC 2021, 2021

EffiScene: Efficient Per-Pixel Rigidity Inference for Unsupervised Joint Learning of Optical Flow, Depth, Camera Pose and Motion Segmentation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Deep Gaussian Scale Mixture Prior for Spectral Compressive Imaging.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Lightweight Convolutional SNN for Address Event Representation Signal Recognition.
Proceedings of the Artificial Intelligence - First CAAI International Conference, 2021

PGNet: Real-time Arbitrarily-Shaped Text Spotting with Point Gathering Network.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
End-to-End Blind Image Quality Prediction With Cascaded Deep Neural Network.
IEEE Trans. Image Process., 2020

On Estimation of Time-Varying Variances of Source and Noise for Sensor Array Processing.
IEEE ACM Trans. Audio Speech Lang. Process., 2020

A Feature-Enhanced Anchor-Free Network for UAV Vehicle Detection.
Remote. Sens., 2020

SGM-Net: Skeleton-guided multimodal network for action recognition.
Pattern Recognit., 2020

Accelerating Convolutional Neural Network via Structured Gaussian Scale Mixture Models: A Joint Grouping and Pruning Approach.
IEEE J. Sel. Top. Signal Process., 2020

No-reference quality index of depth images based on statistics of edge profiles for view synthesis.
Inf. Sci., 2020

Network pruning using sparse learning and genetic algorithm.
Neurocomputing, 2020

Temporal Graph Modeling for Skeleton-based Action Recognition.
CoRR, 2020

2D+3D Facial Expression Recognition via Discriminative Dynamic Range Enhancement and Multi-Scale Learning.
CoRR, 2020

Towards Self-learning Edge Intelligence in 6G.
CoRR, 2020

Towards Ubiquitous AI in 6G with Federated Learning.
CoRR, 2020

Toward Self-Learning Edge Intelligence in 6G.
IEEE Commun. Mag., 2020

Optimizing Resource-Efficiency for Federated Edge Intelligence in IoT Networks.
Proceedings of the 2020 International Conference on Wireless Communications and Signal Processing (WCSP), 2020

A Multi-level Equilibrium Clustering Approach for Unsupervised Person Re-identification.
Proceedings of the Pattern Recognition and Computer Vision - Third Chinese Conference, 2020

Multi-level Prediction with Graphical Model for Human Pose Estimation.
Proceedings of the Pattern Recognition and Computer Vision - Third Chinese Conference, 2020

RIRNet: Recurrent-In-Recurrent Network for Video Quality Assessment.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Beyond Network Pruning: a Joint Search-and-Training Approach.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

High-resolution Ultrasonic Echo Detection with Two-stage Recurrent Neural Network.
Proceedings of the ICIT 2020, 2020

Channel-Grouping Based Patch Swap For Arbitrary Style Transfer.
Proceedings of the IEEE International Conference on Image Processing, 2020

Denoising of Event-Based Sensors with Spatial-Temporal Correlation.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

MetaIQA: Deep Meta-Learning for No-Reference Image Quality Assessment.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Spatial-Temporal Gaussian Scale Mixture Modeling for Foreground Estimation.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Energy-Spectral Efficiency Tradeoff in DCO-OFDM Visible Light Communication System.
IEEE Trans. Veh. Technol., 2019

Quality Assessment for Video With Degradation Along Salient Trajectories.
IEEE Trans. Multim., 2019

Predicting Human Saccadic Scanpaths Based on Iterative Representation Learning.
IEEE Trans. Image Process., 2019

Deep Spatial-Spectral Representation Learning for Hyperspectral Image Denoising.
IEEE Trans. Computational Imaging, 2019

On the Design of Target Beampatterns for Differential Microphone Arrays.
IEEE ACM Trans. Audio Speech Lang. Process., 2019

Development of a Human-Robot Hybrid Intelligent System Based on Brain Teleoperation and Deep Learning SLAM.
IEEE Trans Autom. Sci. Eng., 2019

Brain-Computer Interface-Based Stochastic Navigation and Control of a Semiautonomous Mobile Robot in Indoor Environments.
IEEE Trans. Cogn. Dev. Syst., 2019

Motor-Imagery-Based Teleoperation of a Dual-Arm Robot Performing Manipulation Tasks.
IEEE Trans. Cogn. Dev. Syst., 2019

ROI-CSNet: Compressive sensing network for ROI-aware image recovery.
Signal Process. Image Commun., 2019

Depth acquisition with the combination of structured light and deep learning stereo matching.
Signal Process. Image Commun., 2019

Dual-Channel Reconstruction Network for Image Compressive Sensing.
Sensors, 2019

A Convex Optimization Algorithm for Compressed Sensing in a Complex Domain: The Complex-Valued Split Bregman Method.
Sensors, 2019

Multi-layer discriminative dictionary learning with locality constraint for image classification.
Pattern Recognit., 2019

High-Speed Hyperspectral Video Acquisition By Combining Nyquist and Compressive Sampling.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

Denoising Prior Driven Deep Neural Network for Image Restoration.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

Blind image quality assessment with hierarchy: Degradation from local structure to deep semantics.
J. Vis. Commun. Image Represent., 2019

A multiscale dilated dense convolutional network for saliency prediction with instance-level attention competition.
J. Vis. Commun. Image Represent., 2019

Blind image quality assessment with semantic information.
J. Vis. Commun. Image Represent., 2019

No-reference image quality assessment with visual pattern degradation.
Inf. Sci., 2019

Visualizing and understanding of learned compressive sensing with residual network.
Neurocomputing, 2019

SISRSet: Single image super-resolution subjective evaluation test and objective quality assessment.
Neurocomputing, 2019

Fully convolutional measurement network for compressive sensing image reconstruction.
Neurocomputing, 2019

Survey of visual just noticeable difference estimation.
Frontiers Comput. Sci., 2019

DarwinML: A Graph-based Evolutionary Algorithm for Automated Machine Learning.
CoRR, 2019

A Convolutional Encoder-Decoder Network With Skip Connections for Saliency Prediction.
IEEE Access, 2019

Learning a Deep Vector Quantization Network for Image Compression.
IEEE Access, 2019

Blind Image Quality Assessment With Joint Entropy Degradation.
IEEE Access, 2019

Facial Attention based Convolutional Neural Network for 2D+3D Facial Expression Recognition.
Proceedings of the 2019 IEEE Visual Communications and Image Processing, 2019

A Real-Time Rock-Paper-Scissor Hand Gesture Recognition System Based on FlowNet and Event Camera.
Proceedings of the Pattern Recognition and Computer Vision - Second Chinese Conference, 2019

CG Animation Creator: Auto-rendering of Motion Stick Figure Based on Conditional Adversarial Learning.
Proceedings of the Pattern Recognition and Computer Vision - Second Chinese Conference, 2019

Channel Feature Enhanced Detector for Small Ball Detection.
Proceedings of the Pattern Recognition and Computer Vision - Second Chinese Conference, 2019

A Single-Shot Arbitrarily-Shaped Text Detector based on Context Attended Multi-Task Learning.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

Co-Representation Network for Generalized Zero-Shot Learning.
Proceedings of the 36th International Conference on Machine Learning, 2019

End-to-End Blind Image Quality Assessment with Cascaded Deep Features.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

Human Identification Recognition in Surveillance Videos.
Proceedings of the IEEE International Conference on Multimedia & Expo Workshops, 2019

Zero-Shot Learning Using Stacked Autoencoder with Manifold Regularizations.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Depth Image Quality Assessment for View Synthesis Based on Weighted Edge Similarity.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018
A Distributed ADMM Approach With Decomposition-Coordination for Mobile Data Offloading.
IEEE Trans. Veh. Technol., 2018

Blind Quality Index for Multiply Distorted Images Using Biorder Structure Degradation and Nonlocal Statistics.
IEEE Trans. Multim., 2018

Unequal Error Protection for Scalable Video Storage in the Cloud.
IEEE Trans. Multim., 2018

Robust Foreground Estimation via Structured Gaussian Scale Mixture Modeling.
IEEE Trans. Image Process., 2018

Image Super-Resolution With Parametric Sparse Model Learning.
IEEE Trans. Image Process., 2018

Dynamic Range Reduction of SAR Image via Global Optimum Entropy Maximization With Reflectivity-Distortion Constraint.
IEEE Trans. Geosci. Remote. Sens., 2018

Fast Hash-Based Inter-Block Matching for Screen Content Coding.
IEEE Trans. Circuits Syst. Video Technol., 2018

Weighted Rate-Distortion Optimization for Screen Content Coding.
IEEE Trans. Circuits Syst. Video Technol., 2018

Simultaneous Depth and Spectral Imaging With a Cross-Modal Stereo System.
IEEE Trans. Circuits Syst. Video Technol., 2018

Variable Block-Sized Signal-Dependent Transform for Video Coding.
IEEE Trans. Circuits Syst. Video Technol., 2018

Depth sensing with coding-free pattern based on topological constraint.
J. Vis. Commun. Image Represent., 2018

Robust Tensor Approximation With Laplacian Scale Mixture Modeling for Multiframe Image and Video Denoising.
IEEE J. Sel. Top. Signal Process., 2018

Stereoscopic saliency estimation with background priors based deep reconstruction.
Neurocomputing, 2018

Exploiting class-wise coding coefficients: Learning a discriminative dictionary for pattern classification.
Neurocomputing, 2018

Knowledge-guided Semantic Computing Network.
CoRR, 2018

Learning Hybrid Sparsity Prior for Image Restoration: Where Deep Learning Meets Sparse Coding.
CoRR, 2018

Joint Demosaicing and Denoising with Perceptual Optimization on a Generative Adversarial Network.
CoRR, 2018

Perceptual Compressive Sensing.
CoRR, 2018

ConvCSNet: A Convolutional Compressive Sensing Framework Based on Deep Learning.
CoRR, 2018

Learning Parametric Sparse Models for Heavy Noisy Removal From Images.
IEEE Access, 2018

Attended Visual Content Degradation Based Reduced Reference Image Quality Assessment.
IEEE Access, 2018

Motion Trajectory based Spatial-Temporal Degradation Measurement for Video Quality Assessment.
Proceedings of the IEEE Visual Communications and Image Processing, 2018

Perceptual Compressive Sensing.
Proceedings of the Pattern Recognition and Computer Vision - First Chinese Conference, 2018

Perceptual Image Dehazing Based on Generative Adversarial Learning.
Proceedings of the Advances in Multimedia Information Processing - PCM 2018, 2018

Real-Time Face Attendance Marking System in Non-cooperative Environments.
Proceedings of the 2nd International Conference on Video and Image Processing, 2018

Lightweight Deep Residue Learning for Joint Color Image Demosaicking and Denoising.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

Color Image Reconstruction with Perceptual Compressive Sensing.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

Full Image Recover for Block-Based Compressive Sensing.
Proceedings of the 2018 IEEE International Conference on Multimedia and Expo, 2018

Super-Resolution Quality Assessment: Subjective Evaluation Database and Quality Index Based on Perceptual Structure Measurement.
Proceedings of the 2018 IEEE International Conference on Multimedia and Expo, 2018

Real-Time Vehicle Detection from UAV Imagery.
Proceedings of the Fourth IEEE International Conference on Multimedia Big Data, 2018

Joint Entropy Degradation Based Blind Image Quality Assessment.
Proceedings of the Fourth IEEE International Conference on Multimedia Big Data, 2018

2017
Distributed Compressive Sensing for Cloud-Based Wireless Image Transmission.
IEEE Trans. Multim., 2017

Color-Guided Depth Recovery via Joint Local Structural and Nonlocal Low-Rank Regularization.
IEEE Trans. Multim., 2017

Enhanced Just Noticeable Difference Model for Images With Pattern Complexity.
IEEE Trans. Image Process., 2017

Mixed Noise Removal via Laplacian Scale Mixture Modeling and Nonlocal Low-Rank Approximation.
IEEE Trans. Image Process., 2017

Phase Retrieval From Multiple-Window Short-Time Fourier Measurements.
IEEE Signal Process. Lett., 2017

Off-grid DOA estimation under nonuniform noise via variational sparse Bayesian learning.
Signal Process., 2017

Estimation of directions of arrival of multiple distributed sources for nested array.
Signal Process., 2017

Single-Shot Dense Depth Sensing with Color Sequence Coded Fringe Pattern.
Sensors, 2017

Adaptive Nonlocal Sparse Representation for Dual-Camera Compressive Hyperspectral Imaging.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

An AR based fast mode decision for H.265/HEVC intra coding.
Multim. Tools Appl., 2017

A hierarchical multiplier-free architecture for HEVC transform.
Multim. Tools Appl., 2017

Single-shot dense depth sensing with frequency-division multiplexing fringe projection.
J. Vis. Commun. Image Represent., 2017

Using 3D face priors for depth recovery.
J. Vis. Commun. Image Represent., 2017

Visual saliency-based fast intracoding algorithm for high efficiency video coding.
J. Electronic Imaging, 2017

Bag-of-words feature representation for blind image quality assessment with local quantized pattern.
Neurocomputing, 2017

Object-dependent sparse representation for extracellular spike detection.
Neurocomputing, 2017

Adaptive Measurement Network for CS Image Reconstruction.
CoRR, 2017

Feature-Fused SSD: Fast Detection for Small Objects.
CoRR, 2017

A Novel Just Noticeable Difference Model via Orientation Regularity in DCT Domain.
IEEE Access, 2017

Saliency change based reduced reference image quality assessment.
Proceedings of the 2017 IEEE Visual Communications and Image Processing, 2017

A novel extracellular spike detection algorithm based on sparse representation.
Proceedings of the 2017 International Symposium on Intelligent Signal Processing and Communication Systems, 2017

On the study of predictors in Single Shot Multibox Detector.
Proceedings of the International Conference on Video and Image Processing, 2017

An Improved Approach for Visualizing Dynamic Vision Sensor and its Video Denoising.
Proceedings of the International Conference on Video and Image Processing, 2017

An iterative representation learning framework to predict the sequence of eye fixations.
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

No-reference image quality assessment with orientation selectivity mechanism.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Real-Time Illegal Parking Detection System Based on Deep Learning.
Proceedings of the 2017 International Conference on Deep Learning Technologies, 2017

Visualization and Pruning of SSD with the base network VGG16.
Proceedings of the 2017 International Conference on Deep Learning Technologies, 2017

Hierarchical Feature Degradation Based Blind Image Quality Assessment.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Color demosaicking with the spatial alignment property of spectral Laplacians.
Proceedings of the 9th International Conference on Advanced Infocomm Technology, 2017

Adaptive Measurement Network for CS Image Reconstruction.
Proceedings of the Computer Vision - Second CCF Chinese Conference, 2017

Sparsity Based Nonlocal Image Restoration: An Alternating Optimization Approach.
Proceedings of the Handbook of Convex Optimization Methods in Imaging Science., 2017

2016
Bottom-Up Visual Saliency Estimation With Deep Autoencoder-Based Sparse Reconstruction.
IEEE Trans. Neural Networks Learn. Syst., 2016

Image Enhancement by Entropy Maximization and Quantization Resolution Upconversion.
IEEE Trans. Image Process., 2016

Hyperspectral Image Super-Resolution via Non-Negative Structured Sparse Representation.
IEEE Trans. Image Process., 2016

Hybrid Distortion Ranking Tuned Bitstream-Layer Video Quality Assessment.
IEEE Trans. Circuits Syst. Video Technol., 2016

An Improved Signed Digit Representation Approach for Constant Vector Multiplication.
IEEE Trans. Circuits Syst. II Express Briefs, 2016

Visual structural degradation based reduced-reference image quality assessment.
Signal Process. Image Commun., 2016

Iterative non-local means filter for salt and pepper noise removal.
J. Vis. Commun. Image Represent., 2016

Energy Efficient Resource Allocation for Wireless Power Transfer Enabled Collaborative Mobile Clouds.
IEEE J. Sel. Areas Commun., 2016

Orientation selectivity based visual pattern for reduced-reference image quality assessment.
Inf. Sci., 2016

High quality impulse noise removal via non-uniform sampling and autoregressive modelling based super-resolution.
IET Image Process., 2016

Blind image quality assessment with improved natural scene statistics model.
Digit. Signal Process., 2016

Visual information measurement with quality assessment.
Proceedings of the 2016 Visual Communications and Image Processing, 2016

Compressive hyperspectral imaging with complementary RGB measurements.
Proceedings of the 2016 Visual Communications and Image Processing, 2016

Blind Image Quality Assessment Based on Local Quantized Pattern.
Proceedings of the Advances in Multimedia Information Processing - PCM 2016, 2016

Learning Parametric Sparse Models for Image Super-Resolution.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Efficient CU Splitting Method for HEVC Intra Coding Based on Visual Saliency.
Proceedings of the Advances in Visual Computing - 12th International Symposium, 2016

Parallel Implementation of the Range-Doppler Radar Processing on a GPU Architecture.
Proceedings of the 15th International Symposium on Parallel and Distributed Computing, 2016

The 3-POCs Structure Based GPU Acceleration in Computational Spectral Imaging.
Proceedings of the 15th International Symposium on Parallel and Distributed Computing, 2016

Perceptual CU Size Decision and Fast Prediction Mode Decision Algorithm for HEVC Intra Coding.
Proceedings of the IEEE International Symposium on Multimedia, 2016

Enhanced just noticeable difference model with visual regularity consideration.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Content complexity based just noticeable difference estimation in DCT domain.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2016

2015
Kinect Depth Recovery Using a Color-Guided, Region-Adaptive, and Depth-Selective Framework.
ACM Trans. Intell. Syst. Technol., 2015

Visual Orientation Selectivity Based Structure Description.
IEEE Trans. Image Process., 2015

Retrieval of Atmospheric Aerosol and Surface Properties Over Land Using Satellite Observations.
IEEE Trans. Geosci. Remote. Sens., 2015

HEVC Encoding Optimization Using Multicore CPUs and GPUs.
IEEE Trans. Circuits Syst. Video Technol., 2015

Cloud-Based Distributed Image Coding.
IEEE Trans. Circuits Syst. Video Technol., 2015

Nonbinary LDPC Codes on Cages: Structural Property and Code Optimization.
IEEE Trans. Commun., 2015

SAR Imaging With Structural Sparse Representation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

Compressive SAR Imaging with Joint Sparsity and Local Similarity Exploitation.
Sensors, 2015

Nonlocal center-surround reconstruction-based bottom-up saliency estimation.
Pattern Recognit., 2015

Incremental low-rank and sparse decomposition for compressing videos captured by fixed cameras.
J. Vis. Commun. Image Represent., 2015

Single Shot Dual-Frequency Structured Light Based Depth Sensing.
IEEE J. Sel. Top. Signal Process., 2015

Image Restoration via Simultaneous Sparse Coding: Where Structured Sparsity Meets Gaussian Scale Mixture.
Int. J. Comput. Vis., 2015

Reduced-Reference Image Quality Assessment Based on Discrete Cosine Transform Entropy.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2015

Constant Weight Codes From Constant Dimension Codes and Their Applications.
IEEE Commun. Lett., 2015

Weighted rate-distortion optimization for screen content intra coding.
Proceedings of the 2015 Visual Communications and Image Processing, 2015

Compressive sensing based image transmission with side information at the decoder.
Proceedings of the 2015 Visual Communications and Image Processing, 2015

Reduced-reference image quality assessment based on entropy differences in DCT domain.
Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015

SAR image despeckling with adaptive sparse representation.
Proceedings of the 2nd IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services, 2015

Learning Parametric Distributions for Image Super-Resolution: Where Patch Matching Meets Sparse Coding.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Low-Rank Tensor Approximation with Laplacian Scale Mixture Modeling for Multiframe Image Denoising.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

High-speed hyperspectral video acquisition with a dual-camera architecture.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

An efficient strategy for compressive SAR imaging.
Proceedings of the IEEE China Summit and International Conference on Signal and Information Processing, 2015

Compressive sensing recovery of dynamic MRI via nonlocal low-rank regularization.
Proceedings of the IEEE China Summit and International Conference on Signal and Information Processing, 2015

Reduced-reference image quality assessment with orientation selectivity based visual pattern.
Proceedings of the IEEE China Summit and International Conference on Signal and Information Processing, 2015

Prediction of High Resolution Spatial-Temporal Air Pollutant Map from Big Data Sources.
Proceedings of the Big Data Computing and Communications - First International Conference, 2015

2014
Convex Combination Based Target Localization with Noisy Angle of Arrival Measurements.
IEEE Wirel. Commun. Lett., 2014

Sparsity Fine Tuning in Wavelet Domain With Application to Compressive Image Reconstruction.
IEEE Trans. Image Process., 2014

Compressive Sensing via Nonlocal Low-Rank Regularization.
IEEE Trans. Image Process., 2014

Nonlocal Sparse and Low-Rank Regularization for Optical Flow Estimation.
IEEE Trans. Image Process., 2014

Image Quality Assessment with Degradation on Spatial Structure.
IEEE Signal Process. Lett., 2014

A linear combination-based weighted least square approach for target localization with noisy range measurements.
Signal Process., 2014

A Unitary ESPRIT Scheme of Joint Angle Estimation for MOTS MIMO Radar.
Sensors, 2014

Correlation based universal image/video coding loss recovery.
J. Vis. Commun. Image Represent., 2014

Reduced-reference image quality assessment with local binary structural pattern.
Proceedings of the IEEE International Symposium on Circuits and Systemss, 2014

Image restoration via Bayesian structured sparse coding.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Structural uncertainty based just noticeable difference estimation.
Proceedings of the 19th International Conference on Digital Signal Processing, 2014

Depth Recovery with Face Priors.
Proceedings of the Computer Vision - ACCV 2014, 2014

SAR Image Despeckling Based on the Nonlocally Centralized Sparse Representation Model.
Proceedings of the 14th IEEE International Conference on Computer and Information Technology, 2014

2013
Just Noticeable Difference Estimation for Images With Free-Energy Principle.
IEEE Trans. Multim., 2013

Reduced-Reference Image Quality Assessment With Visual Information Fidelity.
IEEE Trans. Multim., 2013

Pattern Masking Estimation in Image With Structural Uncertainty.
IEEE Trans. Image Process., 2013

Perceptual Quality Metric With Internal Generative Mechanism.
IEEE Trans. Image Process., 2013

Nonlocally Centralized Sparse Representation for Image Restoration.
IEEE Trans. Image Process., 2013

Sparse Representation Based Image Interpolation With Nonlocal Autoregressive Modeling.
IEEE Trans. Image Process., 2013

Nonlocal Image Restoration With Bilateral Variance Estimation: A Low-Rank Approach.
IEEE Trans. Image Process., 2013

A Sparse Representation-Based Deployment Method for Optimizing the Observation Quality of Camera Networks.
Sensors, 2013

Structure guided fusion for depth map inpainting.
Pattern Recognit. Lett., 2013

A learning-based method for compressive image recovery.
J. Vis. Commun. Image Represent., 2013

Cauchy diversity measures: a novel methodology for enhancing sparsity in compressed sensing.
IET Signal Process., 2013

High-resolution DOA estimation with Meridian prior.
EURASIP J. Adv. Signal Process., 2013

A high quality image reconstruction method based on nonconvex decoding.
Sci. China Inf. Sci., 2013

Dense depth acquisition via one-shot stripe structured light.
Proceedings of the 2013 Visual Communications and Image Processing, 2013

Fast HEVC Encoding with GPU Assisted Reference Picture Selection.
Proceedings of the Advances in Multimedia Information Processing - PCM 2013, 2013

A color-guided, region-adaptive and depth-selective unified framework for Kinect depth recovery.
Proceedings of the 15th IEEE International Workshop on Multimedia Signal Processing, 2013

Visual masking estimation based on structural uncertainty.
Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013

Compressive modulation in digital communication.
Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013

2012
Model-Assisted Adaptive Recovery of Compressed Sensing with Imaging Applications.
IEEE Trans. Image Process., 2012

Binned Progressive Quantization for Compressive Sensing.
IEEE Trans. Image Process., 2012

Edge-Based Perceptual Image Coding.
IEEE Trans. Image Process., 2012

Image reconstruction with locally adaptive sparsity and nonlocal robust regularization.
Signal Process. Image Commun., 2012

Robust ISAR imaging based on compressive sensing from noisy measurements.
Signal Process., 2012

Non-local spatial redundancy reduction for bottom-up saliency estimation.
J. Vis. Commun. Image Represent., 2012

Self-similarity based structural regularity for just noticeable difference estimation.
J. Vis. Commun. Image Represent., 2012

Model-based adaptive resolution upconversion of degraded images.
J. Vis. Commun. Image Represent., 2012

Color demosaicking with an image formation model and adaptive PCA.
J. Vis. Commun. Image Represent., 2012

High-resolution ranging method based on low-rate parallel random sampling.
Digit. Signal Process., 2012

Image Quality Assessment Based on Improved Structural SIMilarity.
Proceedings of the Advances in Multimedia Information Processing - PCM 2012, 2012

A Flexible Directional Image Representation Using Pseudo Polar Fourier Transform Based DFBs.
Proceedings of the Advances in Multimedia Information Processing - PCM 2012, 2012

A Low Complexity Multiplierless Transform Coding for HEVC.
Proceedings of the Advances in Multimedia Information Processing - PCM 2012, 2012

Surveillance video coding via low-rank and sparse decomposition.
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Joint rate-distortion optimization for H.264/AVC intra coding based on cluster computing.
Proceedings of the 2012 IEEE International Symposium on Circuits and Systems, 2012

Image deblurring with low-rank approximation structured sparse representation.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2012

2011
High-Resolution Imaging Via Moving Random Exposure and Its Simulation.
IEEE Trans. Image Process., 2011

Nonuniform Directional Filter Banks With Arbitrary Frequency Partitioning.
IEEE Trans. Image Process., 2011

Image Deblurring and Super-Resolution by Adaptive Sparse Domain Selection and Adaptive Regularization.
IEEE Trans. Image Process., 2011

Altitude Measurement of Low Elevation Target Based on Iterative Subspace Projection.
IEEE Trans. Aerosp. Electron. Syst., 2011

Exploiting Non-Local Correlation via Signal-Dependent Transform (SDT).
IEEE J. Sel. Top. Signal Process., 2011

Multiple description video coding against both erasure and bit errors by compressive sensing.
Proceedings of the 2011 IEEE Visual Communications and Image Processing, 2011

Observation quality guaranteed layout of camera networks via sparse representation.
Proceedings of the 2011 IEEE Visual Communications and Image Processing, 2011

A pipelined architecture for 4×4 intra frame mode decision in the high efficiency video coding.
Proceedings of the IEEE 13th International Workshop on Multimedia Signal Processing (MMSP 2011), 2011

A scheme of parallel arithmetic coding.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2011), 2011

Adaptive patch matching for motion compensated prediction.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2011), 2011

An efficient VLSI architecture for 4×4 intra prediction in the High Efficiency Video Coding (HEVC) standard.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Gradient sparsity for piecewise continuous optical flow estimation.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Sparsity-based image deblurring with locally adaptive and nonlocally robust regularization.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Centralized sparse representation for image restoration.
Proceedings of the IEEE International Conference on Computer Vision, 2011

Progressive Quantization of Compressive Sensing Measurements.
Proceedings of the 2011 Data Compression Conference (DCC 2011), 2011

Sparsity-based image denoising via dictionary learning and structural clustering.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Enhancing Gradient Sparsity for Parametrized Motion Estimation.
Proceedings of the British Machine Vision Conference, 2011

2010
Design of linear-phase nonuniform filter banks with partial cosine modulation.
IEEE Trans. Signal Process., 2010

Compress Compound Images in H.264/MPGE-4 AVC by Exploiting Spatial Correlation.
IEEE Trans. Image Process., 2010

Spatial-Temporal Color Video Reconstruction From Noisy CFA Sequence.
IEEE Trans. Circuits Syst. Video Technol., 2010

Morphological dilation image coding with context weights prediction.
Signal Process. Image Commun., 2010

Lossy-to-lossless image compression based on multiplier-less reversible integer time domain lapped transform.
Signal Process. Image Commun., 2010

Two-stage image denoising by principal component analysis with local pixel grouping.
Pattern Recognit., 2010

Context-based adaptive image resolution upconversion.
J. Electronic Imaging, 2010

Compressive sensing-based multiple description image coding for wireless channel.
Proceedings of the International Conference on Wireless Communications and Signal Processing, 2010

Efficient architecture for adaptive directional lifting-based wavelet transform.
Proceedings of the Visual Communications and Image Processing 2010, 2010

Super-resolution with nonlocal regularized sparse representation.
Proceedings of the Visual Communications and Image Processing 2010, 2010

Inter Frame Coding with Adaptive Transform.
Proceedings of the Advances in Multimedia Information Processing - PCM 2010, 2010

Live demonstration: Spatial-temporal color video reproduction from noisy CFA sequence track: Digital signal processing.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010

Color demosaicking with sparse representations.
Proceedings of the International Conference on Image Processing, 2010

Edge-based image coding at low bit-rate.
Proceedings of the International Conference on Image Processing, 2010

Intra frame coding with template matching prediction and adaptive transform.
Proceedings of the International Conference on Image Processing, 2010

An improved model of pixel adaptive just-noticeable difference estimation.
Proceedings of the IEEE International Conference on Acoustics, 2010

Image denoising based on translation invariant Directional Lifting.
Proceedings of the IEEE International Conference on Acoustics, 2010

2009
Design of directional filter banks with arbitrary number of subbands.
IEEE Trans. Signal Process., 2009

An Efficient Folded Architecture for Lifting-Based Discrete Wavelet Transform.
IEEE Trans. Circuits Syst. II Express Briefs, 2009

Lossy-to-Lossless Hyperspectral Image Compression Based on Multiplierless Reversible Integer TDLT/KLT.
IEEE Geosci. Remote. Sens. Lett., 2009

Nodes Placement for Optimizing Coverage of Visual Sensor Networks.
Proceedings of the Advances in Multimedia Information Processing, 2009

A Class of Non-redundant Directional Filter Banks.
Proceedings of the Advances in Multimedia Information Processing, 2009

Learning-based recovery of compressive sensing with application in multiple description coding.
Proceedings of the 2009 IEEE International Workshop on Multimedia Signal Processing, 2009

Edge-based dynamic ROI coding with standard compliance.
Proceedings of the 2009 IEEE International Workshop on Multimedia Signal Processing, 2009

Compress Compound Images in H.264/MPEG-4 AVC by Fully Exploiting Spatial Correlation.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2009), 2009

Image compression with downsampling and overlapped transform at low bit rates.
Proceedings of the International Conference on Image Processing, 2009

3D medical image compression based on multiplierless low-complexity RKLT and shape-adaptive wavelet transform.
Proceedings of the International Conference on Image Processing, 2009

High resoluton image reconstruction: A new imager via movable random exposure.
Proceedings of the International Conference on Image Processing, 2009

LDA based color information fusion for visual objects tracking.
Proceedings of the International Conference on Image Processing, 2009

Nonlocal back-projection for adaptive image enlargement.
Proceedings of the International Conference on Image Processing, 2009

Context-based bias removal of statistical models of wavelet coefficients for image denoising.
Proceedings of the International Conference on Image Processing, 2009

Extracting regions of attention by imitating the human visual system.
Proceedings of the IEEE International Conference on Acoustics, 2009

2008
UWB Echo Signal Detection With Ultra-Low Rate Sampling Based on Compressed Sensing.
IEEE Trans. Circuits Syst. II Express Briefs, 2008

Adaptive Nonseparable Interpolation for Image Compression With Directional Wavelet Transform.
IEEE Signal Process. Lett., 2008

A compressive sensing approach of multiple descriptions for network multimedia communication.
Proceedings of the International Workshop on Multimedia Signal Processing, 2008

Trellis quantization for L∞-constrained compression with integer wavelets.
Proceedings of the 2008 IEEE International Symposium on Information Theory, 2008

A parallel sampling scheme for ultra-wideband signal based on the random projection.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2008), 2008

Signal-adapted directional lifting scheme for image compression.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2008), 2008

Lossy to lossless image compression based on reversible integer DCT.
Proceedings of the International Conference on Image Processing, 2008

Direct design of linear-phase nonuniform filter banks with arbitrary integer decimation factors.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

2007
Immune memory clonal selection algorithms for designing stack filters.
Neurocomputing, 2007

2006
Optimal Prototype Filters for Near-Perfect-Reconstruction Cosine-Modulated Nonuniform Filter Banks with Rational Sampling Factors.
Proceedings of the Advances in Natural Computation, Second International Conference, 2006

A Study on Construction of Time-Varying Orthogonal Wavelets.
Proceedings of the Advances in Natural Computation, Second International Conference, 2006

A New Fast Algorithm for Training Large Window Stack Filters.
Proceedings of the Advances in Natural Computation, Second International Conference, 2006

Heuristic Searching Algorithm for Design Structurally Perfect Reconstruction Low Complex Filter Banks.
Proceedings of the Advances in Natural Computation, Second International Conference, 2006

A Simple Method for Designing 2D |M|-Channel Near-PR Filter Banks with Linear Phase Property.
Proceedings of the Image Analysis and Recognition, Third International Conference, 2006

2005
Optimal Prototype Filters for Near-Perfect-Reconstruction Cosine-Modulated Filter Banks.
Proceedings of the Computational Intelligence and Security, International Conference, 2005

2004
Dynamic nonlinear threshold decomposition algorithm for implementing stack filters.
Proceedings of the 2004 International Symposium on Circuits and Systems, 2004

2002
Adaptive wavelet thresholding for time varying SNR signal denoising.
Proceedings of the 2002 International Symposium on Circuits and Systems, 2002


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