IEEE Transactions on Multimedia

Article	Citations
StrongSORT: Make DeepSORT Great Again	297
Human Memory Update Strategy: A Multi-Layer Template Update Mechanism for Remote Visual Monitoring	223
Low-Light Image Enhancement With Semi-Decoupled Decomposition	209
AttentionFGAN: Infrared and Visible Image Fusion Using Attention-Based Generative Adversarial Networks	208
Extended Feature Pyramid Network for Small Object Detection	205
MFDNet: Collaborative Poses Perception and Matrix Fisher Distribution for Head Pose Estimation	174
Coarse-to-Fine CNN for Image Super-Resolution	152
DSLR: Deep Stacked Laplacian Restorer for Low-Light Image Enhancement	147
Image-to-Image Translation: Methods and Applications	145
3D Room Layout Estimation From a Single RGB Image	137
Consensus Graph Learning for Multi-View Clustering	137
EAPT: Efficient Attention Pyramid Transformer for Image Processing	131
Parameter Sharing Exploration and Hetero-Center Triplet Loss for Visible-Thermal Person Re-Identification	128
Beyond Triplet Loss: Person Re-Identification With Fine-Grained Difference-Aware Pairwise Loss	127
SPA-GAN: Spatial Attention GAN for Image-to-Image Translation	125
Geometric Back-Projection Network for Point Cloud Classification	119
TBEFN: A Two-Branch Exposure-Fusion Network for Low-Light Image Enhancement	119
Adaptive Graph Completion Based Incomplete Multi-View Clustering	119
Learning Deep Multi-Level Similarity for Thermal Infrared Object Tracking	116
Spatio-Temporal Attention Networks for Action Recognition and Detection	111
Spatial-Temporal Cascade Autoencoder for Video Anomaly Detection in Crowded Scenes	107
VehicleNet: Learning Robust Visual Representation for Vehicle Re-Identification	104
Predicting the Perceptual Quality of Point Cloud: A 3D-to-2D Projection-Based Exploration	100
Exploiting Temporal Contexts With Strided Transformer for 3D Human Pose Estimation	100
Image-Text Multimodal Emotion Classification via Multi-View Attentional Network	99

CCAFNet: Crossflow and Cross-Scale Adaptive Fusion Network for Detecting Salient Objects in RGB-D Images	97
YDTR: Infrared and Visible Image Fusion via Y-Shape Dynamic Transformer	96
Deep Multi-View Subspace Clustering With Unified and Discriminative Learning	93
Low-Rank Pairwise Alignment Bilinear Network For Few-Shot Fine-Grained Image Classification	91
Stacked U-Shape Network With Channel-Wise Attention for Salient Object Detection	90
Deep-IRTarget: An Automatic Target Detector in Infrared Imagery Using Dual-Domain Feature Extraction and Allocation	88
Multi-View Multi-Label Learning With Sparse Feature Selection for Image Annotation	87
SiamCorners: Siamese Corner Networks for Visual Tracking	86
Real-Time and Accurate UAV Pedestrian Detection for Social Distancing Monitoring in COVID-19 Pandemic	86
Aggregation-Based Graph Convolutional Hashing for Unsupervised Cross-Modal Retrieval	85
STNReID: Deep Convolutional Networks With Pairwise Spatial Transformer Networks for Partial Person Re-Identification	85
Kernelized Multiview Subspace Analysis By Self-Weighted Learning	84
Anti-Forensics for Face Swapping Videos via Adversarial Training	83
Learning Disentangled Representation Implicitly Via Transformer for Occluded Person Re-Identification	82
Multi-Channel Deep Networks for Block-Based Image Compressive Sensing	81
An Automated and Robust Image Watermarking Scheme Based on Deep Neural Networks	79
A Serial Image Copy-Move Forgery Localization Scheme With Source/Target Distinguishment	78
Luminance-Aware Pyramid Network for Low-Light Image Enhancement	77
A Recursive Reversible Data Hiding in Encrypted Images Method With a Very High Payload	76
Attribute Restoration Framework for Anomaly Detection	75
3D Face Reconstruction From A Single Image Assisted by 2D Face Images in the Wild	75
Multi-Level Correlation Adversarial Hashing for Cross-Modal Retrieval	74
MFFENet: Multiscale Feature Fusion and Enhancement Network For RGB–Thermal Urban Road Scene Parsing	72
Cross-Domain Contrastive Learning for Unsupervised Domain Adaptation	72
Fast Intra Mode Decision Algorithm for Versatile Video Coding	72
EHPE: Skeleton Cues-Based Gaussian Coordinate Encoding for Efficient Human Pose Estimation	72
Deep Fusion Feature Representation Learning With Hard Mining Center-Triplet Loss for Person Re-Identification	71
BVI-DVC: A Training Database for Deep Video Compression	70
Driver Yawning Detection Based on Subtle Facial Action Recognition	70
Uncertainty-Aware Unsupervised Domain Adaptation in Object Detection	69
VPFNet: Improving 3D Object Detection With Virtual Point Based LiDAR and Stereo Data Fusion	67
Joint Contrast Enhancement and Exposure Fusion for Real-World Image Dehazing	66
cmSalGAN: RGB-D Salient Object Detection With Cross-View Generative Adversarial Networks	65
A Comprehensive Study on Deep Learning-Based Methods for Sign Language Recognition	64
RelationTrack: Relation-Aware Multiple Object Tracking With Decoupled Representation	64
Illumination-Adaptive Person Re-Identification	63
RGBT Salient Object Detection: A Large-Scale Dataset and Benchmark	62
Cross View Capture for Stereo Image Super-Resolution	62
Temporal Cross-Layer Correlation Mining for Action Recognition	61
DeepDance: Music-to-Dance Motion Choreography With Adversarial Learning	61
Salient Object Detection in Stereoscopic 3D Images Using a Deep Convolutional Residual Autoencoder	60
Person Re-Identification in Aerial Imagery	60
Robust Coding of Encrypted Images via 2D Compressed Sensing	59
COLA-Net: Collaborative Attention Network for Image Restoration	59
Temporal Context Mining for Learned Video Compression	58
End-to-End Audiovisual Speech Recognition System With Multitask Learning	58
Interactive Video Retrieval in the Age of Deep Learning – Detailed Evaluation of VBS 2019	58
Part-aware Progressive Unsupervised Domain Adaptation for Person Re-Identification	58
Reasoning on the Relation: Enhancing Visual Representation for Visual Question Answering and Cross-Modal Retrieval	58
Self-Supervised Graph Convolutional Network for Multi-View Clustering	57

Fine-Grained Image Captioning With Global-Local Discriminative Objective	56
Spatial-Temporal Multi-Cue Network for Sign Language Recognition and Translation	55
Learning Dual-Level Deep Representation for Thermal Infrared Tracking	55
Supervised Pixel-Wise GAN for Face Super-Resolution	55
Predictive Adaptive Streaming to Enable Mobile 360-Degree and VR Experiences	55
Pose-Guided Tracking-by-Detection: Robust Multi-Person Pose Tracking	54
Multimodal Sentiment Analysis With Image-Text Interaction Network	54
PhotoHelper: Portrait Photographing Guidance Via Deep Feature Retrieval and Fusion	54
Image Compression Based on Compressive Sensing: End-to-End Comparison With JPEG	52
Adversarial Network With Multiple Classifiers for Open Set Domain Adaptation	52
Edge-Cloud Collaboration Enabled Video Service Enhancement: A Hybrid Human-Artificial Intelligence Scheme	52
Focal Inverse Distance Transform Maps for Crowd Localization	51
Optimal Volumetric Video Streaming With Hybrid Saliency Based Tiling	51
Dual-Awareness Attention for Few-Shot Object Detection	50
A Physiology-Based QoE Comparison of Interactive Augmented Reality, Virtual Reality and Tablet-Based Applications	50
FBSNet: A Fast Bilateral Symmetrical Network for Real-Time Semantic Segmentation	50
Design and Analysis of MEC- and Proactive Caching-Based $360^{\circ }$ Mobile VR Video Streaming	49
A Cuboid CNN Model With an Attention Mechanism for Skeleton-Based Action Recognition	49
Multi-Focus Image Fusion Based on Multi-Scale Gradients and Image Matting	49
Transformer Encoder With Multi-Modal Multi-Head Attention for Continuous Affect Recognition	49
Underwater Image Enhancement With Lightweight Cascaded Network	49
Density-Aware Multi-Task Learning for Crowd Counting	49
V-Eye: A Vision-Based Navigation System for the Visually Impaired	48
Employing Bilinear Fusion and Saliency Prior Information for RGB-D Salient Object Detection	48
A Dynamic Residual Self-Attention Network for Lightweight Single Image Super-Resolution	48
Point Cloud Rendering After Coding: Impacts on Subjective and Objective Quality	48
Hybrid Contrastive Learning for Unsupervised Person Re-Identification	48
Fast Multi-Type Tree Partitioning for Versatile Video Coding Using a Lightweight Neural Network	48
DilateFormer: Multi-Scale Dilated Transformer for Visual Recognition	47
Self-Adaptive Neural Module Transformer for Visual Question Answering	47
High Capacity Reversible Data Hiding in Encrypted Image Based on Intra-Block Lossless Compression	47
Semantic-Supervised Infrared and Visible Image Fusion Via a Dual-Discriminator Generative Adversarial Network	47
Partition-Aware Adaptive Switching Neural Networks for Post-Processing in HEVC	46
Semantic Context Encoding for Accurate 3D Point Cloud Segmentation	45
C-GCN: Correlation Based Graph Convolutional Network for Audio-Video Emotion Recognition	45
Towards Coding for Human and Machine Vision: Scalable Face Image Coding	45
Single Shot Video Object Detector	45
Attribute-Aware Pedestrian Detection in a Crowd	45
A Multi-Stream Graph Convolutional Networks-Hidden Conditional Random Field Model for Skeleton-Based Action Recognition	44
Co-Saliency Detection Guided by Group Weakly Supervised Learning	44
Salient Object Detection by Fusing Local and Global Contexts	44
DeepQoE: A Multimodal Learning Framework for Video Quality of Experience (QoE) Prediction	44
ALIKE: Accurate and Lightweight Keypoint Detection and Descriptor Extraction	44
Attribute-Guided Feature Learning for Few-Shot Image Recognition	44
C$^{2}$DFNet: Criss-Cross Dynamic Filter Network for RGB-D Salient Object Detection	43
USID-Net: Unsupervised Single Image Dehazing Network via Disentangled Representations	43
GraphIQA: Learning Distortion Graph Representations for Blind Image Quality Assessment	43
Style Normalization and Restitution for Domain Generalization and Adaptation	43
Hierarchical User Intent Graph Network for Multimedia Recommendation	43
Joint-Bone Fusion Graph Convolutional Network for Semi-Supervised Skeleton Action Recognition	43
Spatial-Temporal Graphs for Cross-Modal Text2Video Retrieval	42
High Capacity Reversible Data Hiding in Encrypted Image Based on Adaptive MSB Prediction	42
Learning Compact Multifeature Codes for Palmprint Recognition From a Single Training Image per Palm	42
DENet: A Universal Network for Counting Crowd With Varying Densities and Scales	42
MaD-DLS: Mean and Deviation of Deep and Local Similarity for Image Quality Assessment	41
HAPGN: Hierarchical Attentive Pooling Graph Network for Point Cloud Segmentation	41
Multi-Modal Meta Multi-Task Learning for Social Media Rumor Detection	41
Deep-PCAC: An End-to-End Deep Lossy Compression Framework for Point Cloud Attributes	41
Multimodal Cross-Layer Bilinear Pooling for RGBT Tracking	41
Video Frame Interpolation via Generalized Deformable Convolution	41
Robust Visual Tracking via Constrained Multi-Kernel Correlation Filters	41
Integrating Part of Speech Guidance for Image Captioning	41
An Artificial Intelligence-Based System to Assess Nutrient Intake for Hospitalised Patients	40
Joint Input and Output Space Learning for Multi-Label Image Classification	40
Fine-Grained Attention and Feature-Sharing Generative Adversarial Networks for Single Image Super-Resolution	40
CI-GNN: Building a Category-Instance Graph for Zero-Shot Video Classification	40
Model-Based Joint Bit Allocation Between Geometry and Color for Video-Based 3D Point Cloud Compression	39
Object-Aware Multimodal Named Entity Recognition in Social Media Posts With Adversarial Learning	39
Unsupervised Adversarial Instance-Level Image Retrieval	39
SAL:Selection and Attention Losses for Weakly Supervised Semantic Segmentation	39
Towards Adaptive Consensus Graph: Multi-View Clustering via Graph Collaboration	39
Optimal Wireless Streaming of Multi-Quality 360 VR Video By Exploiting Natural, Relative Smoothness-Enabled, and Transcoding-Enabled Multicast Opportunities	39
Beyond Vision: A Multimodal Recurrent Attention Convolutional Neural Network for Unified Image Aesthetic Prediction Tasks	39
Exploiting Spatial and Angular Correlations With Deep Efficient Transformers for Light Field Image Super-Resolution	38
Quality-Aware Part Models for Occluded Person Re-Identification	38
Subjective Evaluation of Visual Quality and Simulator Sickness of Short 360$^\circ$ Videos: ITU-T Rec. P.919	38
Self-Supervised Learning for Multimedia Recommendation	38
DualVGR: A Dual-Visual Graph Reasoning Unit for Video Question Answering	38
BR$^2$Net: Defocus Blur Detection Via a Bidirectional Channel Attention Residual Refining Network	38
Semi-Reference Sonar Image Quality Assessment Based on Task and Visual Perception	38

Learning and Fusing Multiple User Interest Representations for Micro-Video and Movie Recommendations	37
Understanding More About Human and Machine Attention in Deep Neural Networks	37
Interaction Relational Network for Mutual Action Recognition	37
Dress With Style: Learning Style From Joint Deep Embedding of Clothing Styles and Body Shapes	37
Weakly Supervised Emotion Intensity Prediction for Recognition of Emotions in Images	37
Image Compressed Sensing Using Non-Local Neural Network	37
An Attention-Based Unsupervised Adversarial Model for Movie Review Spam Detection	37
TERA: Screen-to-Camera Image Code With Transparency, Efficiency, Robustness and Adaptability	37
Viewport-Dependent Saliency Prediction in 360° Video	37
Dual Convolutional LSTM Network for Referring Image Segmentation	36
Textual Context-Aware Dense Captioning With Diverse Words	36
Efficient Projected Frame Padding for Video-Based Point Cloud Compression	36
TransIFC: Invariant Cues-aware Feature Concentration Learning for Efficient Fine-grained Bird Image Classification	36
Referring Expression Comprehension: A Survey of Methods and Datasets	36
Spectrum Characteristics Preserved Visible and Near-Infrared Image Fusion Algorithm	36
Person Retrieval in Surveillance Videos Via Deep Attribute Mining and Reasoning	36
Intermittent Contextual Learning for Keyfilter-Aware UAV Object Tracking Using Deep Convolutional Feature	36
Region-Based Dehazing via Dual-Supervised Triple-Convolutional Network	36
Heterogeneous Hierarchical Feature Aggregation Network for Personalized Micro-Video Recommendation	36
Adaptive Partial Multi-View Hashing for Efficient Social Image Retrieval	36
Graph Embedding Multi-Kernel Metric Learning for Image Set Classification With Grassmannian Manifold-Valued Features	36
AniGAN: Style-Guided Generative Adversarial Networks for Unsupervised Anime Face Generation	36
Recurrent Exposure Generation for Low-Light Face Detection	36
Learning Crisp Boundaries Using Deep Refinement Network and Adaptive Weighting Loss	35
Spatiotemporal Dilated Convolution With Uncertain Matching for Video-Based Crowd Estimation	35
Learning Non-Locally Regularized Compressed Sensing Network With Half-Quadratic Splitting	35
Recognition-Oriented Image Compressive Sensing With Deep Learning	35
Rate Control Method Based on Deep Reinforcement Learning for Dynamic Video Sequences in HEVC	35
Dual Attention on Pyramid Feature Maps for Image Captioning	35
Long Dialogue Emotion Detection Based on Commonsense Knowledge Graph Guidance	35
Hierarchical Soft Quantization for Skeleton-Based Human Action Recognition	34
CaptionNet: A Tailor-made Recurrent Neural Network for Generating Image Descriptions	34
Unsupervised Image-to-Image Translation via Pre-Trained StyleGAN2 Network	34
Graph-Based Multimodal Sequential Embedding for Sign Language Translation	34
Multi-Scale Sparse Graph Convolutional Network For the Assessment of Parkinsonian Gait	34
LAG-Net: Multi-Granularity Network for Person Re-Identification via Local Attention System	34
Align and Tell: Boosting Text-Video Retrieval With Local Alignment and Fine-Grained Supervision	34
Hybrid Refinement-Correction Heatmaps for Human Pose Estimation	34
Deep Reinforcement Polishing Network for Video Captioning	34
Weakly-Supervised Facial Expression Recognition in the Wild With Noisy Data	34
A Unified Transformer Framework for Group-Based Segmentation: Co-Segmentation, Co-Saliency Detection and Video Salient Object Detection	34
Exploring Global and Local Linguistic Representations for Text-to-Image Synthesis	34
Adaptive Deep Metric Learning for Affective Image Retrieval and Classification	34
Does Thermal Really Always Matter for RGB-T Salient Object Detection?	34
Viewport-Aware Deep Reinforcement Learning Approach for 360$^\circ$ Video Caching	33
Entity-Oriented Multi-Modal Alignment and Fusion Network for Fake News Detection	33
Dual Transformer for Point Cloud Analysis	33
M-GCN: Multi-Branch Graph Convolution Network for 2D Image-based on 3D Model Retrieval	33
Deep Multi-Patch Matching Network for Visible Thermal Person Re-Identification	33
Semantically Meaningful Class Prototype Learning for One-Shot Image Segmentation	33
Hierarchical Consensus Hashing for Cross-Modal Retrieval	33
Voxel Structure-Based Mesh Reconstruction From a 3D Point Cloud	33
Speech Driven Talking Face Generation From a Single Image and an Emotion Condition	33
Frame-Wise Cross-Modal Matching for Video Moment Retrieval	33
LD-MAN: Layout-Driven Multimodal Attention Network for Online News Sentiment Recognition	33
Spatial-Channel Enhanced Transformer for Visible-Infrared Person Re-Identification	33
Discriminative Invariant Alignment for Unsupervised Domain Adaptation	33
Hierarchical Context Features Embedding for Object Detection	33
Building and Using Personal Knowledge Graph to Improve Suicidal Ideation Detection on Social Media	33
R-Net: A Relationship Network for Efficient and Accurate Scene Text Detection	33
Arbitrarily-Oriented Text Detection in Low Light Natural Scene Images	33
Dynamic Objectives Learning for Facial Expression Recognition	32
Graph Signal Processing for Geometric Data and Beyond: Theory and Applications	32
Context-Dependent Propagating-Based Video Recommendation in Multimodal Heterogeneous Information Networks	32
Multimodal Marketing Intent Analysis for Effective Targeted Advertising	32
Multi-Scale Fine-Grained Alignments for Image and Sentence Matching	32
A Two-Stage Triplet Network Training Framework for Image Retrieval	32
Mask Cross-Modal Hashing Networks	32
Alleviating Modality Bias Training for Infrared-Visible Person Re-Identification	32
Contrastive Attention for Video Anomaly Detection	32
Perceptual Image Hashing With Texture and Invariant Vector Distance for Copy Detection	32
DeepFacade: A Deep Learning Approach to Facade Parsing With Symmetric Loss	31
Learning Dual-Pooling Graph Neural Networks for Few-Shot Video Classification	31
Theme Transformer: Symbolic Music Generation With Theme-Conditioned Transformer	31
Robust Visual Object Tracking Via Adaptive Attribute-Aware Discriminative Correlation Filters	31
Deep Co-Image-Label Hashing for Multi-Label Image Retrieval	31
Staged Sketch-to-Image Synthesis via Semi-supervised Generative Adversarial Networks	31
Mobile Streaming of Live 360-Degree Videos	31
Global-Local Label Correlation for Partial Multi-Label Learning	31
Joint Deep Learning of Facial Expression Synthesis and Recognition	31
Objective Quality Assessment of Lenslet Light Field Image Based on Focus Stack	31
Intra-Inter View Interaction Network for Light Field Image Super-Resolution	31
Crowd Counting Via Perspective-Guided Fractional-Dilation Convolution	30
Cross-Modal Dynamic Networks for Video Moment Retrieval With Text Query	30
Pixel-Level Non-local Image Smoothing With Objective Evaluation	30
SEA: Sentence Encoder Assembly for Video Retrieval by Textual Queries	30
Anti-UAV: A Large-Scale Benchmark for Vision-Based UAV Tracking	30
Saliency Guided Inter- and Intra-Class Relation Constraints for Weakly Supervised Semantic Segmentation	30
Adversarial-Metric Learning for Audio-Visual Cross-Modal Matching	30
Projective Multiple Kernel Subspace Clustering	30
Deep Collaborative Discrete Hashing With Semantic-Invariant Structure Construction	30
Low-Light Image Enhancement via Self-Reinforced Retinex Projection Model	30
DualGNN: Dual Graph Neural Network for Multimedia Recommendation	30
Unified Adaptive Relevance Distinguishable Attention Network for Image-Text Matching	30
Universal Chosen-Ciphertext Attack for a Family of Image Encryption Schemes	30