IEEE Transactions on Multimedia

Article	Citations
A Strong Baseline and Batch Normalization Neck for Deep Person Re-Identification	328
Human Memory Update Strategy: A Multi-Layer Template Update Mechanism for Remote Visual Monitoring	216
Low-Light Image Enhancement With Semi-Decoupled Decomposition	178
Extended Feature Pyramid Network for Small Object Detection	152
AttentionFGAN: Infrared and Visible Image Fusion Using Attention-Based Generative Adversarial Networks	150
StrongSORT: Make DeepSORT Great Again	143
MFDNet: Collaborative Poses Perception and Matrix Fisher Distribution for Head Pose Estimation	142
Reversible Data Hiding in Encrypted Images Based on Multi-MSB Prediction and Huffman Coding	141
3D Room Layout Estimation From a Single RGB Image	135
Coarse-to-Fine CNN for Image Super-Resolution	126
DSLR: Deep Stacked Laplacian Restorer for Low-Light Image Enhancement	117
Automated Colorization of a Grayscale Image With Seed Points Propagation	116
Beyond Triplet Loss: Person Re-Identification With Fine-Grained Difference-Aware Pairwise Loss	109
Image-to-Image Translation: Methods and Applications	106
Parameter Sharing Exploration and Hetero-Center Triplet Loss for Visible-Thermal Person Re-Identification	101
Learning Deep Multi-Level Similarity for Thermal Infrared Object Tracking	101
SPA-GAN: Spatial Attention GAN for Image-to-Image Translation	101
Spatio-Temporal Attention Networks for Action Recognition and Detection	97
A Dilated Inception Network for Visual Saliency Prediction	94
Geometric Back-Projection Network for Point Cloud Classification	93
Consensus Graph Learning for Multi-View Clustering	90
Spatial-Temporal Cascade Autoencoder for Video Anomaly Detection in Crowded Scenes	86
Adaptive Graph Completion Based Incomplete Multi-View Clustering	86
TBEFN: A Two-Branch Exposure-Fusion Network for Low-Light Image Enhancement	84
VehicleNet: Learning Robust Visual Representation for Vehicle Re-Identification	81

CCAFNet: Crossflow and Cross-Scale Adaptive Fusion Network for Detecting Salient Objects in RGB-D Images	80
STNReID: Deep Convolutional Networks With Pairwise Spatial Transformer Networks for Partial Person Re-Identification	80
Jointly Learning Kernel Representation Tensor and Affinity Matrix for Multi-View Clustering	77
Kernelized Multiview Subspace Analysis By Self-Weighted Learning	77
Image-Text Multimodal Emotion Classification via Multi-View Attentional Network	76
Food Recommendation: Framework, Existing Solutions, and Challenges	76
Real-Time and Accurate UAV Pedestrian Detection for Social Distancing Monitoring in COVID-19 Pandemic	74
Deep Multi-View Subspace Clustering With Unified and Discriminative Learning	74
Stacked U-Shape Network With Channel-Wise Attention for Salient Object Detection	73
An Improved Reversible Data Hiding in Encrypted Images Using Parametric Binary Tree Labeling	73
ATMFN: Adaptive-Threshold-Based Multi-Model Fusion Network for Compressed Face Hallucination	71
Multi-Level Policy and Reward-Based Deep Reinforcement Learning Framework for Image Captioning	71
Low-Rank Pairwise Alignment Bilinear Network For Few-Shot Fine-Grained Image Classification	71
SiamCorners: Siamese Corner Networks for Visual Tracking	71
EHPE: Skeleton Cues-based Gaussian Coordinate Encoding for Efficient Human Pose Estimation	70
Multi-Channel Deep Networks for Block-Based Image Compressive Sensing	69
Multi-View Multi-Label Learning With Sparse Feature Selection for Image Annotation	69
Predicting the Perceptual Quality of Point Cloud: A 3D-to-2D Projection-Based Exploration	66
Deep-IRTarget: An Automatic Target Detector in Infrared Imagery Using Dual-Domain Feature Extraction and Allocation	66
A Flexible Deep CNN Framework for Image Restoration	66
Deep Fusion Feature Representation Learning With Hard Mining Center-Triplet Loss for Person Re-Identification	65
Exploiting Temporal Contexts With Strided Transformer for 3D Human Pose Estimation	65
PointHop: An Explainable Machine Learning Method for Point Cloud Classification	65
Anti-Forensics for Face Swapping Videos via Adversarial Training	65
Luminance-Aware Pyramid Network for Low-Light Image Enhancement	65
Multi-Level Correlation Adversarial Hashing for Cross-Modal Retrieval	65
PixelRL: Fully Convolutional Network With Reinforcement Learning for Image Processing	64
Interact as You Intend: Intention-Driven Human-Object Interaction Detection	64
Aggregation-Based Graph Convolutional Hashing for Unsupervised Cross-Modal Retrieval	63
A Recursive Reversible Data Hiding in Encrypted Images Method With a Very High Payload	63
WSCNet: Weakly Supervised Coupled Networks for Visual Sentiment Classification and Detection	62
Illumination-Adaptive Person Re-Identification	62
An Automated and Robust Image Watermarking Scheme Based on Deep Neural Networks	62
YDTR: Infrared and Visible Image Fusion via Y-Shape Dynamic Transformer	61
Learning Disentangled Representation Implicitly Via Transformer for Occluded Person Re-Identification	61
MFFENet: Multiscale Feature Fusion and Enhancement Network For RGB–Thermal Urban Road Scene Parsing	60
Hierarchical Attention Network for Visually-Aware Food Recommendation	60
3D Face Reconstruction From A Single Image Assisted by 2D Face Images in the Wild	60
MRFN: Multi-Receptive-Field Network for Fast and Accurate Single Image Super-Resolution	59
Fast Intra Mode Decision Algorithm for Versatile Video Coding	59
Attribute Restoration Framework for Anomaly Detection	58
2D Pose-Based Real-Time Human Action Recognition With Occlusion-Handling	57
A Serial Image Copy-Move Forgery Localization Scheme With Source/Target Distinguishment	57
cmSalGAN: RGB-D Salient Object Detection With Cross-View Generative Adversarial Networks	57
Interactive Video Retrieval in the Age of Deep Learning – Detailed Evaluation of VBS 2019	56
Uncertainty-Aware Unsupervised Domain Adaptation in Object Detection	55
Salient Object Detection in Stereoscopic 3D Images Using a Deep Convolutional Residual Autoencoder	55
Driver Yawning Detection Based on Subtle Facial Action Recognition	54
CKD: Cross-Task Knowledge Distillation for Text-to-Image Synthesis	54
Part-aware Progressive Unsupervised Domain Adaptation for Person Re-Identification	54

2-D Skeleton-Based Action Recognition via Two-Branch Stacked LSTM-RNNs	53
The Prediction of Saliency Map for Head and Eye Movements in 360 Degree Images	52
Learning Normal Patterns via Adversarial Attention-Based Autoencoder for Abnormal Event Detection in Videos	52
Temporal Cross-Layer Correlation Mining for Action Recognition	51
Person Re-Identification in Aerial Imagery	51
Reasoning on the Relation: Enhancing Visual Representation for Visual Question Answering and Cross-Modal Retrieval	50
End-to-End Audiovisual Speech Recognition System With Multitask Learning	50
Weighted and Class-Specific Maximum Mean Discrepancy for Unsupervised Domain Adaptation	50
Cross View Capture for Stereo Image Super-Resolution	50
Multi-View Saliency Guided Deep Neural Network for 3-D Object Retrieval and Classification	50
VPFNet: Improving 3D Object Detection With Virtual Point Based LiDAR and Stereo Data Fusion	48
Efficient Supervised Discrete Multi-View Hashing for Large-Scale Multimedia Search	48
Fine-Grained Image Captioning With Global-Local Discriminative Objective	48
RGBT Salient Object Detection: A Large-Scale Dataset and Benchmark	48
Pose-Guided Tracking-by-Detection: Robust Multi-Person Pose Tracking	48
Energy Compaction-Based Image Compression Using Convolutional AutoEncoder	47
BVI-DVC: A Training Database for Deep Video Compression	46
Multimedia Intelligence: When Multimedia Meets Artificial Intelligence	46
Content-Based Light Field Image Compression Method With Gaussian Process Regression	45
Joint Contrast Enhancement and Exposure Fusion for Real-World Image Dehazing	45
Robust Coding of Encrypted Images via 2D Compressed Sensing	45
A Comprehensive Study on Deep Learning-Based Methods for Sign Language Recognition	44
Density-Aware Multi-Task Learning for Crowd Counting	44
Edge-Cloud Collaboration Enabled Video Service Enhancement: A Hybrid Human-Artificial Intelligence Scheme	43
iWave: CNN-Based Wavelet-Like Transform for Image Compression	43
Adversarial Network With Multiple Classifiers for Open Set Domain Adaptation	43
Image Compression Based on Compressive Sensing: End-to-End Comparison With JPEG	43
Sensor-Augmented Neural Adaptive Bitrate Video Streaming on UAVs	43
A Physiology-Based QoE Comparison of Interactive Augmented Reality, Virtual Reality and Tablet-Based Applications	43
RelationTrack: Relation-Aware Multiple Object Tracking With Decoupled Representation	43
Predictive Adaptive Streaming to Enable Mobile 360-Degree and VR Experiences	43
A Cuboid CNN Model With an Attention Mechanism for Skeleton-Based Action Recognition	43
DENet: A Universal Network for Counting Crowd With Varying Densities and Scales	41
Robust Visual Tracking via Constrained Multi-Kernel Correlation Filters	41
Relation Attention for Temporal Action Localization	41
A Multi-Stream Graph Convolutional Networks-Hidden Conditional Random Field Model for Skeleton-Based Action Recognition	41
Design and Analysis of MEC- and Proactive Caching-Based $360^{\circ }$ Mobile VR Video Streaming	41
Supervised Pixel-Wise GAN for Face Super-Resolution	41
An Artificial Intelligence-Based System to Assess Nutrient Intake for Hospitalised Patients	40
DeepDance: Music-to-Dance Motion Choreography With Adversarial Learning	40
Referring Image Segmentation by Generative Adversarial Learning	40
Cross-Domain Contrastive Learning for Unsupervised Domain Adaptation	40
COLA-Net: Collaborative Attention Network for Image Restoration	40
Single Shot Video Object Detector	40
Spatial-Temporal Multi-Cue Network for Sign Language Recognition and Translation	39
Bidirectional Attention-Recognition Model for Fine-Grained Object Classification	39
Fast Multi-Type Tree Partitioning for Versatile Video Coding Using a Lightweight Neural Network	39
Saliency Detection via a Multiple Self-Weighted Graph-Based Manifold Ranking	39
EAPT: Efficient Attention Pyramid Transformer for Image Processing	38
Self-Supervised Graph Convolutional Network for Multi-View Clustering	38
Attribute-Guided Feature Learning for Few-Shot Image Recognition	38
Hybrid Contrastive Learning for Unsupervised Person Re-Identification	38
C-GCN: Correlation Based Graph Convolutional Network for Audio-Video Emotion Recognition	38
High Capacity Reversible Data Hiding in Encrypted Image Based on Intra-Block Lossless Compression	38
Employing Bilinear Fusion and Saliency Prior Information for RGB-D Salient Object Detection	38
Self-Adaptive Neural Module Transformer for Visual Question Answering	38
Frame Augmented Alternating Attention Network for Video Question Answering	38
Learning Dual-Level Deep Representation for Thermal Infrared Tracking	38
Transformer Encoder With Multi-Modal Multi-Head Attention for Continuous Affect Recognition	38
Attribute-Aware Pedestrian Detection in a Crowd	37
Partition-Aware Adaptive Switching Neural Networks for Post-Processing in HEVC	37
Point Cloud Rendering After Coding: Impacts on Subjective and Objective Quality	37
Towards Coding for Human and Machine Vision: Scalable Face Image Coding	37
Accurate and Robust Video Saliency Detection via Self-Paced Diffusion	37
Learning Compact Multifeature Codes for Palmprint Recognition From a Single Training Image per Palm	37
MaD-DLS: Mean and Deviation of Deep and Local Similarity for Image Quality Assessment	37
Focal Inverse Distance Transform Maps for Crowd Localization	37
DeepQoE: A Multimodal Learning Framework for Video Quality of Experience (QoE) Prediction	37
Spatial-Temporal Graphs for Cross-Modal Text2Video Retrieval	37
Salient Object Detection by Fusing Local and Global Contexts	37
CI-GNN: Building a Category-Instance Graph for Zero-Shot Video Classification	36
Co-Saliency Detection Guided by Group Weakly Supervised Learning	36
V-Eye: A Vision-Based Navigation System for the Visually Impaired	35
BR$^2$Net: Defocus Blur Detection Via a Bidirectional Channel Attention Residual Refining Network	35
Multi-Focus Image Fusion Based on Multi-Scale Gradients and Image Matting	34
Semantic Context Encoding for Accurate 3D Point Cloud Segmentation	34
Video Frame Interpolation via Generalized Deformable Convolution	34
Learning the Traditional Art of Chinese Calligraphy via Three-Dimensional Reconstruction and Assessment	34
Interaction Relational Network for Mutual Action Recognition	34
Spectrum Characteristics Preserved Visible and Near-Infrared Image Fusion Algorithm	33

Learning and Fusing Multiple User Interest Representations for Micro-Video and Movie Recommendations	33
Show, Tell, and Polish: Ruminant Decoding for Image Captioning	33
An Attention-Based Unsupervised Adversarial Model for Movie Review Spam Detection	33
GraphIQA: Learning Distortion Graph Representations for Blind Image Quality Assessment	33
Multimodal Cross-Layer Bilinear Pooling for RGBT Tracking	33
Intermittent Contextual Learning for Keyfilter-Aware UAV Object Tracking Using Deep Convolutional Feature	33
Adversarial Attribute-Text Embedding for Person Search With Natural Language Query	33
Optimal Wireless Streaming of Multi-Quality 360 VR Video By Exploiting Natural, Relative Smoothness-Enabled, and Transcoding-Enabled Multicast Opportunities	33
Dual Convolutional LSTM Network for Referring Image Segmentation	32
Reduced Reference Stereoscopic Image Quality Assessment Using Sparse Representation and Natural Scene Statistics	32
Fine-Grained Attention and Feature-Sharing Generative Adversarial Networks for Single Image Super-Resolution	32
ALIKE: Accurate and Lightweight Keypoint Detection and Descriptor Extraction	32
Multi-Modal Meta Multi-Task Learning for Social Media Rumor Detection	32
Unsupervised Adversarial Instance-Level Image Retrieval	32
Deep Reinforcement Learning for Image Hashing	32
Referring Expression Comprehension: A Survey of Methods and Datasets	32
Semi-Reference Sonar Image Quality Assessment Based on Task and Visual Perception	32
Deep Multi-Scale Context Aware Feature Aggregation for Curved Scene Text Detection	31
Semantic-Supervised Infrared and Visible Image Fusion Via a Dual-Discriminator Generative Adversarial Network	31
A Dynamic Residual Self-Attention Network for Lightweight Single Image Super-Resolution	31
Graph Embedding Multi-Kernel Metric Learning for Image Set Classification With Grassmannian Manifold-Valued Features	31
Deep-PCAC: An End-to-End Deep Lossy Compression Framework for Point Cloud Attributes	31
Subjective Evaluation of Visual Quality and Simulator Sickness of Short 360$^\circ$ Videos: ITU-T Rec. P.919	31
Hierarchical Soft Quantization for Skeleton-Based Human Action Recognition	31
Joint Input and Output Space Learning for Multi-Label Image Classification	31
Unsupervised Video Summarization With Cycle-Consistent Adversarial LSTM Networks	30
Adaptive Single Image Dehazing Using Joint Local-Global Illumination Adjustment	30
Hierarchical Context Features Embedding for Object Detection	30
Integrating Part of Speech Guidance for Image Captioning	30
R-Net: A Relationship Network for Efficient and Accurate Scene Text Detection	30
Long Dialogue Emotion Detection Based on Commonsense Knowledge Graph Guidance	30
Efficient Projected Frame Padding for Video-Based Point Cloud Compression	30
Dual-Awareness Attention for Few-Shot Object Detection	30
Beyond Vision: A Multimodal Recurrent Attention Convolutional Neural Network for Unified Image Aesthetic Prediction Tasks	30
Underwater Image Enhancement With Lightweight Cascaded Network	30
Dress With Style: Learning Style From Joint Deep Embedding of Clothing Styles and Body Shapes	30
Exploring Global and Local Linguistic Representations for Text-to-Image Synthesis	30
Adaptive Deep Metric Learning for Affective Image Retrieval and Classification	30
Concentrated Local Part Discovery With Fine-Grained Part Representation for Person Re-Identification	30
Cycle-IR: Deep Cyclic Image Retargeting	29
HAPGN: Hierarchical Attentive Pooling Graph Network for Point Cloud Segmentation	29
Object-Aware Multimodal Named Entity Recognition in Social Media Posts With Adversarial Learning	29
A Two-Stage Triplet Network Training Framework for Image Retrieval	29
High Capacity Reversible Data Hiding in Encrypted Image Based on Adaptive MSB Prediction	29
Learning Non-Locally Regularized Compressed Sensing Network With Half-Quadratic Splitting	29
Viewport-Dependent Saliency Prediction in 360° Video	29
Multi-Scale Fine-Grained Alignments for Image and Sentence Matching	29
Person Retrieval in Surveillance Videos Via Deep Attribute Mining and Reasoning	29
Align and Tell: Boosting Text-Video Retrieval With Local Alignment and Fine-Grained Supervision	29
Rate Control Method Based on Deep Reinforcement Learning for Dynamic Video Sequences in HEVC	29
Deep Reinforcement Polishing Network for Video Captioning	29
Leveraging Virtual and Real Person for Unsupervised Person Re-Identification	29
Staged Sketch-to-Image Synthesis via Semi-supervised Generative Adversarial Networks	28
Region-Based Dehazing via Dual-Supervised Triple-Convolutional Network	28
Viewport-Aware Deep Reinforcement Learning Approach for 360$^\circ$ Video Caching	28
Deep Collaborative Discrete Hashing With Semantic-Invariant Structure Construction	28
Dynamic Objectives Learning for Facial Expression Recognition	28
Spatiotemporal Dilated Convolution With Uncertain Matching for Video-Based Crowd Estimation	28
M-GCN: Multi-Branch Graph Convolution Network for 2D Image-based on 3D Model Retrieval	28
Model-Based Joint Bit Allocation Between Geometry and Color for Video-Based 3D Point Cloud Compression	27
Projective Multiple Kernel Subspace Clustering	27
Joint Learning in the Spatio-Temporal and Frequency Domains for Skeleton-Based Action Recognition	27
Adaptive Partial Multi-View Hashing for Efficient Social Image Retrieval	27
DeepFacade: A Deep Learning Approach to Facade Parsing With Symmetric Loss	27
Joint Deep Learning of Facial Expression Synthesis and Recognition	27
Deep Co-Image-Label Hashing for Multi-Label Image Retrieval	27
Hierarchical User Intent Graph Network for Multimedia Recommendation	27
Building and Using Personal Knowledge Graph to Improve Suicidal Ideation Detection on Social Media	27
Recurrent Generative Adversarial Network for Face Completion	27
A Coarse-to-Fine Facial Landmark Detection Method Based on Self-attention Mechanism	27
Deep Multi-Patch Matching Network for Visible Thermal Person Re-Identification	27
CaptionNet: A Tailor-made Recurrent Neural Network for Generating Image Descriptions	27
Recurrent Exposure Generation for Low-Light Face Detection	27
Hybrid Refinement-Correction Heatmaps for Human Pose Estimation	27
Robust Visual Object Tracking Via Adaptive Attribute-Aware Discriminative Correlation Filters	27
Mask Cross-Modal Hashing Networks	27
Guide to Match: Multi-Layer Feature Matching With a Hybrid Gaussian Mixture Model	27
DualVGR: A Dual-Visual Graph Reasoning Unit for Video Question Answering	26
Dual Attention on Pyramid Feature Maps for Image Captioning	26
TERA: Screen-to-Camera Image Code With Transparency, Efficiency, Robustness and Adaptability	26
Semantic Example Guided Image-to-Image Translation	26
Multimodal Sentiment Analysis With Image-Text Interaction Network	26
Multi-Scale Sparse Graph Convolutional Network For the Assessment of Parkinsonian Gait	26
Unsupervised Variational Video Hashing With 1D-CNN-LSTM Networks	26
Asymmetric Joint GANs for Normalizing Face Illumination From a Single Image	26
Understanding More About Human and Machine Attention in Deep Neural Networks	26
Accurate Scene Text Detection Via Scale-Aware Data Augmentation and Shape Similarity Constraint	26
Learning Crisp Boundaries Using Deep Refinement Network and Adaptive Weighting Loss	26
LAG-Net: Multi-Granularity Network for Person Re-Identification via Local Attention System	26
Weakly Supervised Emotion Intensity Prediction for Recognition of Emotions in Images	26
SAL:Selection and Attention Losses for Weakly Supervised Semantic Segmentation	26
Context-Dependent Propagating-Based Video Recommendation in Multimodal Heterogeneous Information Networks	26
Alleviating Modality Bias Training for Infrared-Visible Person Re-Identification	26
Weakly Supervised Temporal Adjacent Network for Language Grounding	25
Adversarial Disentanglement Spectrum Variations and Cross-Modality Attention Networks for NIR-VIS Face Recognition	25