IEEE Transactions on Multimedia

Article	Citations
Focusing on Subtle Differences: A Feature Disentanglement Model for Series Photo Selection	611
Weakly-Supervised Video Object Grounding via Learning Uni-Modal Associations	345
Optimal Transport-Based Patch Matching for Image Style Transfer	300
Adaptive Weight Generator for Multi-Task Image Recognition by Task Grouping Prompt	225
Semi-Supervised Domain Adaptation via Joint Transductive and Inductive Subspace Learning	220
Rethinking Video Sentence Grounding From a Tracking Perspective With Memory Network and Masked Attention	212
Disaggregation Distillation for Person Search	200
Multi-Level Transitional Contrast Learning for Personalized Image Aesthetics Assessment	188
SGG-Nets: Generic Rotation-Invariant Plugin Networks for Point Cloud Analysis	180
Semantic-Aware Triplet Loss for Image Classification	169
Robust Multi-stage Tracking via Multi-scale and Multi-level Representation Learning	152
Improving Vision Anomaly Detection With the Guidance of Language Modality	145
Towards Fast and Robust Real Image Denoising With Attentive Neural Network and PID Controller	140
Self-Mining the Confident Prototypes for Source-Free Unsupervised Domain Adaptation in Image Segmentation	134
A Total Variation With Joint Norms For Infrared and Visible Image Fusion	133
Improving Pre-Trained Model-Based Speech Emotion Recognition From a Low-Level Speech Feature Perspective	127
One-Shot Human Motion Transfer via Occlusion-Robust Flow Prediction and Neural Texturing	119
Dynamic Contrastive Distillation for Image-Text Retrieval	116
Quality Assessment for DIBR-Synthesized Views Based on Wavelet Transform and Gradient Magnitude Similarity	116
Efficient Cross-Modal Video Retrieval With Meta-Optimized Frames	114
SCSP: An Unsupervised Image-to-Image Translation Network Based on Semantic Cooperative Shape Perception	113
Few-Shot Generative Model Adaptation via Style-Guided Prompt	112
MHRN: A Multimodal Hierarchical Reasoning Network for Topic Detection	111
Pixel Bleach Network for Detecting Face Forgery Under Compression	109
Bias-Correction Feature Learner for Semi-Supervised Instance Segmentation	107

Disentangled Graph Variational Auto-Encoder for Multimodal Recommendation With Interpretability	107
Rethinking Affine Transform for Efficient Image Enhancement: A Color Space Perspective	107
Hear Me, See Me, Understand Me: Audio-Visual Autism Behavior Recognition	107
BMB: Balanced Memory Bank for Long-Tailed Semi-Supervised Learning	106
Asymptotics-Aware Multi-View Subspace Clustering	106
Ensemble Prototype Networks for Unsupervised Cross-Modal Hashing With Cross-Task Consistency	106
Vulnerability of Feature Extractors in 2D Image-Based 3D Object Retrieval	102
Dual-task Mutual Reinforcing Embedded Joint Video Paragraph Retrieval and Grounding	100
Exploring Kernel Transformations for Implicit Neural Representations	97
SkyML: A MLaaS Federation Design for Multicloud-Based Multimedia Analytics	93
Bidirectional Translation Between UHD-HDR and HD-SDR Videos	91
Hierarchical Equalization Loss for Long-Tailed Instance Segmentation	91
Structured Attention Network for Referring Image Segmentation	88
ICE: Interactive 3D Game Character Facial Editing via Dialogue	88
Total Generate: Cycle in Cycle Generative Adversarial Networks for Generating Human Faces, Hands, Bodies, and Natural Scenes	87
Online Low-Light Sand-Dust Video Enhancement Using Adaptive Dynamic Brightness Correction and a Rolling Guidance Filter	86
XMusic: Towards a Generalized and Controllable Symbolic Music Generation Framework	85
FoodSAM: Any Food Segmentation	85
Semi-Supervised Domain Adaptation for Major Depressive Disorder Detection	81
Annealing Genetic GAN for Imbalanced Web Data Learning	81
MGKsite: Multi-Modal Knowledge-Driven Site Selection via Intra and Inter-Modal Graph Fusion	81
Late Fusion Multiple Kernel Clustering With Local Kernel Alignment Maximization	81
Siamese Alignment Network for Weakly Supervised Video Moment Retrieval	81
Semi-Supervised Contrastive Learning With Similarity Co-Calibration	80
Perceptual Image Hashing Using Feature Fusion of Orthogonal Moments	79
Interpretable Graph Convolutional Network for Multi-View Semi-Supervised Learning	78
A Comprehensive Study on Deep Learning-Based Methods for Sign Language Recognition	78
Unsupervised Learning-Based Framework for Deepfake Video Detection	77
Feature First: Advancing Image-Text Retrieval Through Improved Visual Features	77
Progressive Local Filter Pruning for Image Retrieval Acceleration	76
AMS-Net: Adaptive Multi-Scale Network for Image Compressive Sensing	75
Deep Semantic-Consistent Penalizing Hashing for Cross-Modal Retrieval	75
PhotoHelper: Portrait Photographing Guidance Via Deep Feature Retrieval and Fusion	74
Adaptive HEVC Video Steganography With High Performance Based on Attention-Net and PU Partition Modes	74
Neighborhood Contrastive Transformer for Change Captioning	73
Skeleton-Based Action Recognition With Select-Assemble-Normalize Graph Convolutional Networks	73
DREAMT: Diversity Enlarged Mutual Teaching for Unsupervised Domain Adaptive Person Re-Identification	71
Cps-STS: Bridging the Gap Between Content and Position for Coarse-Point-Supervised Scene Text Spotter	71
Guided Image-to-Image Translation by Discriminator-Generator Communication	71
Unsupervised Image and Text Fusion for Travel Information Enhancement	70
Show, Tell and Rephrase: Diverse Video Captioning via Two-Stage Progressive Training	68
Benchmark Dataset and Pair-Wise Ranking Method for Quality Evaluation of Night-Time Image Enhancement	68
CariMe: Unpaired Caricature Generation With Multiple Exaggerations	65
Human-Centric Behavior Description in Videos: New Benchmark and Model	65
Multimodal Progressive Modulation Network for Micro-Video Multi-Label Classification	65
Dynamic Strategy Prompt Reasoning for Emotional Support Conversation	64
SDE2D: Semantic-Guided Discriminability Enhancement Feature Detector and Descriptor	64
Cooperative Bargaining Game Based Adaptive Video Multicast Over Mobile Edge Networks	63
Semi-Supervised Authentically Distorted Image Quality Assessment With Consistency-Preserving Dual-Branch Convolutional Neural Network	62
IEIRNet: Inconsistency Exploiting Based Identity Rectification for Face Forgery Detection	62

Video-to-Music Recommendation Using Temporal Alignment of Segments	61
FedSH: Towards Privacy-Preserving Text-Based Person Re-Identification	61
Prototypical Bidirectional Adaptation and Learning for Cross-Domain Semantic Segmentation	61
EPM-Net: Efficient Feature Extraction, Point-Pair Feature Matching for Robust 6-D Pose Estimation	61
Knowledge Distillation-Based Domain-Invariant Representation Learning for Domain Generalization	60
A Two-Stream Hybrid Convolution-Transformer Network Architecture for Clothing-Change Person Re-Identification	59
RSNet: Relation Separation Network for Few-Shot Similar Class Recognition	59
Cross-Domain Sample Relationship Learning for Facial Expression Recognition	59
Enhanced Context Mining and Filtering for Learned Video Compression	58
FFFN: Frame-By-Frame Feedback Fusion Network for Video Super-Resolution	58
High Fidelity Face-Swapping With Style ConvTransformer and Latent Space Selection	58
Pedestrian Trajectory Prediction Based on Social Interactions Learning With Random Weights	58
Image-Based Structured Vehicle Behavior Analysis Inspired by Interactive Cognition	57
Exploring Local and Global Consistent Correlation on Hypergraph for Rotation Invariant Point Cloud Analysis	57
Reconstructed Graph Constrained Auto-Encoders for Multi-View Representation Learning	57
Primary Code Guided Targeted Attack against Cross-modal Hashing Retrieval	57
Towards Neural Codec-Empowered 360$^\circ$ Video Streaming: A Saliency-Aided Synergistic Approach	57
Towards Temporal Event Detection: A Dataset, Benchmarks and Challenges	56
Style-Agnostic Representation Learning for Visible-Infrared Person Re-Identification	56
One-Shot Image-to-Image Translation via Part-Global Learning With a Multi-Adversarial Framework	56
DA-Net: Density-Aware 3D Object Detection Network for Point Clouds	54
Multi-View User Preference Modeling for Personalized Text-to-Image Generation	54
Motion Direction Awareness: A Biomimetic Dynamic Capture Mechanism for Video Prediction	54
Exploiting EfficientSAM and Temporal Coherence for Audio-Visual Segmentation	54
DEHand: Deformable Encoding for Photo-realistic Free-view and Free-pose Hand Rendering	53
Sentiment-Enhanced Graph-Based Sarcasm Explanation in Dialogue	53
Can Machines Generate Personalized Music? A Hybrid Favorite-Aware Method for User Preference Music Transfer	53
Spatial-Temporal Saliency Guided Unbiased Contrastive Learning for Video Scene Graph Generation	53
Investigating the Effective Dynamic Information of Spectral Shapes for Audio Classification	53
Universal Infrared Image Nonuniformity Correction via Stripe-Aware Attention Network	53
Deep Unfolding Network for Image Compressed Sensing by Content-Adaptive Gradient Updating and Deformation-Invariant Non-Local Modeling	52
STNet: Scale Tree Network With Multi-Level Auxiliator for Crowd Counting	52
Test-Time Model Adaptation for Visual Question Answering With Debiased Self-Supervisions	52
Video Instance Segmentation by Instance Flow Assembly	52
Modeling Sequential Listening Behaviors With Attentive Temporal Point Process for Next and Next New Music Recommendation	52
Multi-Localized Sensitive Autoencoder-Attention-LSTM For Skeleton-based Action Recognition	51
TPE-ADE: Thumbnail-Preserving Encryption Based on Adaptive Deviation Embedding for JPEG Images	51
Look&listen: Multi-Modal Correlation Learning for Active Speaker Detection and Speech Enhancement	51
GLFF: Global and Local Feature Fusion for AI-Synthesized Image Detection	51
Synthesize Boundaries: A Boundary-Aware Self-Consistent Framework for Weakly Supervised Salient Object Detection	51
VOLTER: Visual Collaboration and Dual-Stream Fusion for Scene Text Recognition	51
BVI-DVC: A Training Database for Deep Video Compression	50
Rate-Adaptive Neural Network for Image Compressive Sensing	50
Underwater Image Enhancement With Cascaded Contrastive Learning	50
Multimodal Sentiment Analysis With Image-Text Interaction Network	49
Personalized Fashion Recommendation With Discrete Content-Based Tensor Factorization	49
Employing Bilinear Fusion and Saliency Prior Information for RGB-D Salient Object Detection	48
Motion Deblur by Learning Residual From Events	48
Exploring Kernel-Based Texture Transfer for Pose-Guided Person Image Generation	48
Low-Light Image Enhancement via Self-Reinforced Retinex Projection Model	48
No-Reference Bitstream-Layer Model for Perceptual Quality Assessment of V-PCC Encoded Point Clouds	48
Improving Fine-Grained Image Classification With Multimodal Information	47
Reordered $k$-Means: A New Baseline for View-Unaligned Multi-View Clustering	47
TR-Adapter: Parameter-Efficient Transfer Learning for Video Question Answering	46
Make Graph-Based Referring Expression Comprehension Great Again Through Expression-Guided Dynamic Gating and Regression	46
Blind Video Quality Assessment at the Edge	46
Towards a Multi-Granulated Statistical Framework for Human–Machine Collaboration in Image Classification	46
Face De-Occlusion With Deep Cascade Guidance Learning	46
Hierarchical Motion-Enhanced Matching Framework for Few-Shot Action Recognition	46
Multimodal Evidential Learning for Open-World Weakly-Supervised Video Anomaly Detection	45
VatLM: Visual-Audio-Text Pre-Training With Unified Masked Prediction for Speech Representation Learning	45
Decoupled Prototype Learning for Reliable Test-Time Adaptation	45
Neuromorphic Similarity Measurement of Tactile Stimuli in Human–Machine Interface	45
Cross-Scatter Sparse Dictionary Pair Learning for Cross-Domain Classification	44
Toward Intelligent Design: An AI-Based Fashion Designer Using Generative Adversarial Networks Aided by Sketch and Rendering Generators	44
Semi-Supervised Knowledge Distillation for Cross-Modal Hashing	44
Neural-Enhanced Rate Adaptation and Computation Distribution for Emerging Mmwave Multi-User 3D Video Streaming Systems	44
Develop Then Rival: A Human Vision-Inspired Framework for Superimposed Image Decomposition	44
Multi-Grained Vision-and-Language Model for Medical Image and Text Alignment	44
RaFPN: Relation-Aware Feature Pyramid Network for Dense Image Prediction	43
EISNet: A Multi-Modal Fusion Network for Semantic Segmentation With Events and Images	43
AFANet: Adaptive Frequency-Aware Network for Weakly-Supervised Few-Shot Semantic Segmentation	43
Progressive Learning Model for Big Data Analysis Using Subnetwork and Moore-Penrose Inverse	43
Noise Imitation Based Adversarial Training for Robust Multimodal Sentiment Analysis	43
Learning Semantic Polymorphic Mapping for Text-Based Person Retrieval	43
Aggregation-Based Graph Convolutional Hashing for Unsupervised Cross-Modal Retrieval	43
Bidirectional Maximum Entropy Training With Word Co-Occurrence for Video Captioning	42
SSPNet: Predicting Visual Saliency Shifts	42
Edge-Assisted Massive Video Delivery Over Cell-Free Massive MIMO	42
Graph Convolutional Network With Unknown Class Number	42

Tensorformer: Normalized Matrix Attention Transformer for High-Quality Point Cloud Reconstruction	41
Augment One With Others: Generalizing to Unforeseen Variations for Visual Tracking	41
Category-Contrastive Fine-Grained Crowd Counting and Beyond	41
Joint Intra & Inter-Grained Reasoning: A New Look Into Semantic Consistency of Image-Text Retrieval	41
Auxiliary Representation Guided Network for Visible-Infrared Person Re-Identification	41
Compression of Plenoptic Point Cloud Attributes Using 6-D Point Clouds and 6-D Transforms	40
Collaborative Learning With a Multi-Branch Framework for Feature Enhancement	40
MPPM: A Mobile-Efficient Part Model for Object re-ID	40
Ensemble Learning With Manifold-Based Data Splitting for Noisy Label Correction	40
Point Cloud Soft Multicast for Untethered XR Users	40
Unleashing Knowledge Potential of Source Hypothesis for Source-Free Domain Adaptation	40
Action-Semantic Consistent Knowledge for Weakly-Supervised Action Localization	40
STFE: A Comprehensive Video-Based Person Re-Identification Network Based on Spatio-Temporal Feature Enhancement	40
Inexactly Matched Referring Expression Comprehension With Rationale	39
Flow Guidance Deformable Compensation Network for Video Frame Interpolation	39
Compact-yet-Separate: Proto-centric Multi-modal Hashing with Pronounced Category Differences for Multi-modal Retrieval	39
Going the Extra Mile in Face Image Quality Assessment: A Novel Database and Model	39
Textual Enhanced Adaptive Meta-Fusion for Few-Shot Visual Recognition	39
LININ: Logic Integrated Neural Inference Network for Explanatory Visual Question Answering	39
EraW-Net: Enhance-Refine-Align W-Net for Scene-Associated Driver Attention Estimation	39
Instruction-Driven 3D Facial Expression Generation and Transition	39
Simultaneously Training and Compressing Vision-and-Language Pre-Training Model	38
A Blockchain and Improved Perception Hash Based Copyright Protection Scheme for Purely Chromatic Background Images	38
View-Invariant Human Action Recognition Via View Transformation Network (VTN)	38
VRTNet: Vector Rectifier Transformer for Two-View Correspondence Learning	38
Self-Supervised Face Image Manipulation by Conditioning GAN on Face Decomposition	38
LARNet: Towards Lightweight, Accurate and Real-Time Salient Object Detection	38
Unleash the Power of Vision-Language Models by Visual Attention Prompt and Multimodal Interaction	38
Semantics Alternating Enhancement and Bidirectional Aggregation for Referring Video Object Segmentation	38
DIP: Diffusion Learning of Inconsistency Pattern for General DeepFake Detection	38
Toward General Cross-Modal Signal Reconstruction for Robotic Teleoperation	37
A Real-Time Semi-Supervised Deep Tone Mapping Network	37
USD: Uncertainty-Based One-Phase Learning to Enhance Pseudo-Label Reliability for Semi-Supervised Object Detection	37
MVL-Net: Pairwise Learning for Multi-View Multiple People Labelling	37
Low-Light Image Enhancement With SAM-Based Structure Priors and Guidance	37
Differentiable Spatial Regression: A Novel Method for 3D Hand Pose Estimation	37
OpenSlot: Mixed Open-Set Recognition with Object-Centric Learning	37
Speaker-Independent Speech Animation Using Perceptual Loss Functions and Synthetic Data	37
CenterTube: Tracking Multiple 3D Objects With 4D Tubelets in Dynamic Point Clouds	37
Retinex-Based Variational Framework for Low-Light Image Enhancement and Denoising	37
Uncertainty-Aware Unsupervised Domain Adaptation in Object Detection	37
Improving Visual Object Tracking Through Visual Prompting	37
FGDNet: Fine-Grained Detection Network Towards Face Anti-Spoofing	36
Self-Supervised Graph Convolutional Network for Multi-View Clustering	36
Exploiting Informative Video Segments for Temporal Action Localization	36
Prune and Merge: Efficient Token Compression for Vision Transformer With Spatial Information Preserved	36
Heterogeneous Hierarchical Feature Aggregation Network for Personalized Micro-Video Recommendation	36
Weakly Supervised Distribution Discrepancy Minimization Learning With State Information for Person Re-Identification	36
Dense Video Captioning With Early Linguistic Information Fusion	36
A Pixel Distribution Remapping and Multi-Prior Retinex Variational Model for Underwater Image Enhancement	36
Underwater Adaptive Video Transmissions Using MIMO-Based Software-Defined Acoustic Modems	36
Manifold-Based Incomplete Multi-View Clustering via Bi-Consistency Guidance	36
Dual-Guided Frequency Prototype Network for Few-Shot Semantic Segmentation	35
GITANet: Group Interactive Threshold-Based Attention Network for Hyperspectral Image Classification	35
Accurate Head Pose Estimation Using Image Rectification and a Lightweight Convolutional Neural Network	35
TaoHighlight: Commodity-Aware Multi-Modal Video Highlight Detection in E-Commerce	35
Editorial	35
A Novel Human Image Sequence Synthesis Method by Pose-Shape-Content Inference	35
Frefusion: Frequency Domain Transformer for Infrared and Visible Image Fusion	35
Weakly Supervised Few-Shot Semantic Segmentation via Pseudo Mask Enhancement and Meta Learning	35
IEEE Transactions on Multimedia Publication Information	35
Soft Warping Based Unsupervised Domain Adaptation for Stereo Matching	35
Weakly Supervised Regional and Temporal Learning for Facial Action Unit Recognition	35
MorphNeRF: Text-Guided 3D-Aware Editing via Morphing Generative Neural Radiance Fields	35
Spatial-Temporal Aware-based Unsupervised Network for Infrared Small Target Detection	35
Multi-Modal Context Propagation for Person Re-Identification With Wireless Positioning	35
Downstream-Pretext Domain Knowledge Traceback for Active Learning	35
Adaptive Recurrent Forward Network for Dense Point Cloud Completion	35
End-to-End Blind Video Quality Assessment Based on Visual and Memory Attention Modeling	35
Frequency-Based Matcher for Long-Tailed Semantic Segmentation	34
Domain-Oriented Knowledge Transfer for Cross-Domain Recommendation	34
DetailRecon: Focusing on Detailed Regions for Online Monocular 3D Reconstruction	34
Privacy-Preserving Image Acquisition for Neural Vision Systems	34
Zero-Shot Video Event Detection With High-Order Semantic Concept Discovery and Matching	34
Feature Weakening, Contextualization, and Discrimination for Weakly Supervised Temporal Action Localization	34
Design of a 5G Multimedia Broadcast Application Function Supporting Adaptive Error Recovery	34
Lifelong Fine-Grained Image Retrieval	34
Hash Bit Selection With Reinforcement Learning for Image Retrieval	34
Fast and Effective: Progressive Hierarchical Fusion Classification for Remote Sensing Images	34
Uncertainty Modeling for Robust Domain Adaptation Under Noisy Environments	34
Learning Sparse and Discriminative Multimodal Feature Codes for Finger Recognition	33
DSLL-Face: Distributed Supervision-Integrated Framework for Low-Light Face Detection	33
Dual Stream Relation Learning Network for Image-Text Retrieval	33
Utilizing Greedy Nature for Multimodal Conditional Image Synthesis in Transformers	33
EgoFish3D: Egocentric 3D Pose Estimation From a Fisheye Camera via Self-Supervised Learning	33
Category-Aware Multimodal Attention Network for Fashion Compatibility Modeling	33
Knowledge-Enhanced Causal Reinforcement Learning Model for Interactive Recommendation	33
Discover Micro-Influencers for Brands via Better Understanding	33
Deep Object Co-Segmentation and Co-Saliency Detection via High-Order Spatial-Semantic Network Modulation	33
De-END: Decoder-Driven Watermarking Network	33
Semantic Distance Adversarial Learning for Text-to-Image Synthesis	33
Detection and Localization of Video Transcoding From AVC to HEVC Based on Deep Representations of Decoded Frames and PU Maps	33
An Active Multi-Target Domain Adaptation Strategy: Progressive Class Prototype Rectification	33
Co-Saliency Detection Guided by Group Weakly Supervised Learning	33
Align and Retrieve: Composition and Decomposition Learning in Image Retrieval With Text Feedback	33