IEEE Transactions on Multimedia

Article	Citations
Improving Vision Anomaly Detection With the Guidance of Language Modality	904
Focusing on Subtle Differences: A Feature Disentanglement Model for Series Photo Selection	497
Weakly-Supervised 3D Visual Grounding Based on Visual Language Alignment	353
SkyML: A MLaaS Federation Design for Multicloud-Based Multimedia Analytics	325
Self-Mining the Confident Prototypes for Source-Free Unsupervised Domain Adaptation in Image Segmentation	243
BASNet: Boundary Assisted Network for Image Splicing Forgery Detection	192
Pixel Bleach Network for Detecting Face Forgery Under Compression	181
Mix-Based Training Strategies for Learning Implicit Neural Representations	181
Semantic-Aware Triplet Loss for Image Classification	176
Ensemble Prototype Networks for Unsupervised Cross-Modal Hashing With Cross-Task Consistency	175
Semantic Dual-Adversarial Network for Blended-Target Domain Adaptation	173
Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization	172
Vision-Controllable Language Model for Image-Guided Story Ending Generation	154
FoodSAM: Any Food Segmentation	149
Online Low-Light Sand-Dust Video Enhancement Using Adaptive Dynamic Brightness Correction and a Rolling Guidance Filter	146
Asymptotics-Aware Multi-View Subspace Clustering	143
Deep Semantic-Consistent Penalizing Hashing for Cross-Modal Retrieval	142
Semi-Supervised Domain Adaptation via Joint Transductive and Inductive Subspace Learning	142
Vulnerability of Feature Extractors in 2D Image-Based 3D Object Retrieval	140
Self-Guided Discriminative Locality Preserving Projections	136
Disaggregation Distillation for Person Search	135
Bias-Correction Feature Learner for Semi-Supervised Instance Segmentation	134
Disentangled Graph Variational Auto-Encoder for Multimodal Recommendation With Interpretability	134
BMB: Balanced Memory Bank for Long-Tailed Semi-Supervised Learning	130
Adaptive HEVC Video Steganography With High Performance Based on Attention-Net and PU Partition Modes	128

SLCGC: A lightweight Self-supervised Low-Pass Contrastive Graph Clustering Network for Hyperspectral Images	126
AMS-Net: Adaptive Multi-Scale Network for Image Compressive Sensing	126
LMAgent: A Large-scale Multimodal Agents Society for Multi-user Simulation	123
MGKsite: Multi-Modal Knowledge-Driven Site Selection via Intra and Inter-Modal Graph Fusion	123
Anomaly-Led Prompting Learning Caption Generating Model and Benchmark	122
Improving Pre-Trained Model-Based Speech Emotion Recognition From a Low-Level Speech Feature Perspective	121
Hierarchical Equalization Loss for Long-Tailed Instance Segmentation	117
Posture-Movement-Frequency-Enhanced Graph Convolutional Network for Gait Emotion Recognition	115
Mask-Aware Kernel Learning for Action Recognition	114
Skeleton-Based Action Recognition With Select-Assemble-Normalize Graph Convolutional Networks	111
Dynamic Contrastive Distillation for Image-Text Retrieval	111
XMusic: Towards a Generalized and Controllable Symbolic Music Generation Framework	110
Interpretable Graph Convolutional Network for Multi-View Semi-Supervised Learning	109
Bidirectional Translation Between UHD-HDR and HD-SDR Videos	109
Exploring Kernel Transformations for Implicit Neural Representations	107
Rethinking Affine Transform for Efficient Image Enhancement: A Color Space Perspective	105
One-Shot Human Motion Transfer via Occlusion-Robust Flow Prediction and Neural Texturing	104
Efficient Cross-Modal Video Retrieval With Meta-Optimized Frames	101
SCSP: An Unsupervised Image-to-Image Translation Network Based on Semantic Cooperative Shape Perception	101
Transferable Backdoor Attack on Any CLIP Model With Any Target Class by Pre-Trained Hack Network	99
Optimal Transport-Based Patch Matching for Image Style Transfer	98
Long Video Understanding with Learnable Retrieval in Video-Language Models	96
Feature First: Advancing Image-Text Retrieval Through Improved Visual Features	96
Rethinking Video Sentence Grounding From a Tracking Perspective With Memory Network and Masked Attention	96
Guided Image-to-Image Translation by Discriminator-Generator Communication	95
Multi-Level Transitional Contrast Learning for Personalized Image Aesthetics Assessment	94
Progressive Local Filter Pruning for Image Retrieval Acceleration	93
SGG-Nets: Generic Rotation-Invariant Plugin Networks for Point Cloud Analysis	93
Semi-Supervised Domain Adaptation for Major Depressive Disorder Detection	92
ViDR-GNN: Vision Implicit Discriminative Reorganization Graph Neural Networks	92
Late Fusion Multiple Kernel Clustering With Local Kernel Alignment Maximization	92
HRVFusion: Video-based Long-Term Heart Rate Variability Measurement with Conditional Diffusion Models	91
Dual-Task Mutual Reinforcing Embedded Joint Video Paragraph Retrieval and Grounding	91
ICE: Interactive 3D Game Character Facial Editing via Dialogue	90
Weakly-Supervised Video Object Grounding via Learning Uni-Modal Associations	89
PhotoHelper: Portrait Photographing Guidance Via Deep Feature Retrieval and Fusion	89
Towards Substation Semantic Segmentation: A benchmark dataset and a cross-attention embedded hierarchical network	89
Outliers Adaptation Exploration and Centroids Matching Label Refinement for Unsupervised Person Re-identification	87
Few-Shot Generative Model Adaptation via Style-Guided Prompt	87
Distributed Deep Point Cloud Feature Compression for Vehicle-to-Vehicle Cooperative Perception	86
Robust Multi-Stage Tracking via Multi-Scale and Multi-Level Representation Learning	86
Quality Assessment for DIBR-Synthesized Views Based on Wavelet Transform and Gradient Magnitude Similarity	86
MVPC-CLIP: Multi-Granularity Visual Prompt Co-Operative for Aerial Video Recognition	85
Semi-Supervised Contrastive Learning With Similarity Co-Calibration	85
Hear Me, See Me, Understand Me: Audio-Visual Autism Behavior Recognition	83
PropMambaSR: Lightweight Image Super-Resolution with Propagation State Space Model	81
DWSF-Net: A Dynamic Wavelet-based Spatial-frequency Fusion Network for Multispectral Object Detection	79
3D-SceneQ: Empowering 3D LLM with Query-Guided Adaptive Pruning and Multi-modal Feature Enhancement	78
Perceptual Image Hashing Using Feature Fusion of Orthogonal Moments	78
Adaptive Weight Generator for Multi-Task Image Recognition by Task Grouping Prompt	77

Revisiting the Adversarial Transferability: Towards a Perspective of Semantic Preservation	77
Watch Where You Move: Region-Aware Dynamic Aggregation and Excitation for Gait Recognition	76
MHRN: A Multimodal Hierarchical Reasoning Network for Topic Detection	76
Unsupervised Learning-Based Framework for Deepfake Video Detection	75
Neighborhood Contrastive Transformer for Change Captioning	75
Scale Up Composed Image Retrieval Learning via Modification Text Generation	75
Siamese Alignment Network for Weakly Supervised Video Moment Retrieval	74
Towards Neural Codec-Empowered 360$^\circ$ Video Streaming: A Saliency-Aided Synergistic Approach	74
Towards Temporal Event Detection: A Dataset, Benchmarks and Challenges	73
Image-Based Structured Vehicle Behavior Analysis Inspired by Interactive Cognition	73
Benchmark Dataset and Pair-Wise Ranking Method for Quality Evaluation of Night-Time Image Enhancement	70
Human-Centric Behavior Description in Videos: New Benchmark and Model	70
Sparse Transformer for Ultra-Sparse Sampled Video Compressive Sensing	70
Exploiting EfficientSAM and Temporal Coherence for Audio-Visual Segmentation	69
VOLTER: Visual Collaboration and Dual-Stream Fusion for Scene Text Recognition	68
Sounding Depressed? Personalized Deep Learning Model for Depression Detection from Speech and Text	68
Anchor-guided Discrete Multi-view Clustering	66
Compositional Text-to-Image Synthesis with Training-Free Layout-Guided Diffusion	66
EPM-Net: Efficient Feature Extraction, Point-Pair Feature Matching for Robust 6-D Pose Estimation	66
Exploring Local and Global Consistent Correlation on Hypergraph for Rotation Invariant Point Cloud Analysis	65
Prototypical Bidirectional Adaptation and Learning for Cross-Domain Semantic Segmentation	64
ALCER3D: Adaptive Learning Constraints for Enhanced Retrieval of Complex Indoor 3D Scenarios	64
High Specificity Guided Cross-Domain Few-Shot Segmentation	63
Cps-STS: Bridging the Gap Between Content and Position for Coarse-Point-Supervised Scene Text Spotter	63
RUL: Region Uncertainty Learning for Robust Face Recognition	63
Improving Fine-Grained Image Classification With Multimodal Information	62
Knowledge Distillation-Based Domain-Invariant Representation Learning for Domain Generalization	61
A Two-Stream Hybrid Convolution-Transformer Network Architecture for Clothing-Change Person Re-Identification	61
RefHCM: A Unified Model for Referring Perceptions in Human-Centric Scenarios	61
Supervised Contrastive Learning for Indoor Point Cloud Oversegmentation	59
Dynamic Strategy Prompt Reasoning for Emotional Support Conversation	59
Primary Code Guided Targeted Attack against Cross-modal Hashing Retrieval	59
Personalized Fashion Recommendation With Discrete Content-Based Tensor Factorization	58
Cooperative Bargaining Game Based Adaptive Video Multicast Over Mobile Edge Networks	58
TPE-ADE: Thumbnail-Preserving Encryption Based on Adaptive Deviation Embedding for JPEG Images	58
JPEG AI Compressed Domain Face Detection: A Multi-Scale Bridging Perspective	58
Denoised Semantic Features for Local Consistent No-Reference Image Quality Assessment	57
No-Reference Bitstream-Layer Model for Perceptual Quality Assessment of V-PCC Encoded Point Clouds	57
Universal Infrared Image Nonuniformity Correction via Stripe-Aware Attention Network	57
Probabilistic Temporal Masked Attention for Cross-View Online Action Detection	57
Style-Agnostic Representation Learning for Visible-Infrared Person Re-Identification	57
Motion Direction Awareness: A Biomimetic Dynamic Capture Mechanism for Video Prediction	56
Foodfusion: A Novel Approach for Food Image Composition via Diffusion Models	56
Investigating the Effective Dynamic Information of Spectral Shapes for Audio Classification	56
Multi-View User Preference Modeling for Personalized Text-to-Image Generation	56
DEHand: Deformable Encoding for Photo-Realistic Free-View and Free-Pose Hand Rendering	56
Action-Responsive Contrastive Network for Fine-Grained Skeleton-Based Action Recognition	56
Depth Map Super-Resolution via Deep Cross-Modality and Cross-Scale Guidance	56
DREAMT: Diversity Enlarged Mutual Teaching for Unsupervised Domain Adaptive Person Re-Identification	55
High Fidelity Face-Swapping With Style ConvTransformer and Latent Space Selection	54
Boosting Universal Adversarial Attack on Deep Neural Networks	54
Spatial-Temporal Saliency Guided Unbiased Contrastive Learning for Video Scene Graph Generation	53
Semi-Supervised Authentically Distorted Image Quality Assessment With Consistency-Preserving Dual-Branch Convolutional Neural Network	53
Reconstructed Graph Constrained Auto-Encoders for Multi-View Representation Learning	53
Exploring Kernel-Based Texture Transfer for Pose-Guided Person Image Generation	53
Show, Tell and Rephrase: Diverse Video Captioning via Two-Stage Progressive Training	53
UniCrossGait: Unified Cross-modal Gait Recognition Based on Knowledge Distillation	52
SDE2D: Semantic-Guided Discriminability Enhancement Feature Detector and Descriptor	52
Improving Out-of-Distribution Generalization on Point Clouds with Cross-Domain Adversarial Distillation	52
HP-C4D: A Fast Camera and 4D Radar Fusion Framework with Height Prediction For 3D Object Detection	52
GeneralizGeneralizing Beyond Patterns: Dynamic Moment Query Recalibrating for Out-of-Distribution Video Temporal Localizationing	51
Vulnerabilities in AI-Generated Image Detection: The Challenge of Adversarial Attacks	51
SegTrans: Transferable Adversarial Examples for Segmentation Models	51
C-CTX: Cubic-Checkerboard Context Entropy Model for Learned Image Compression	50
Look&listen: Multi-Modal Correlation Learning for Active Speaker Detection and Speech Enhancement	50
Can Machines Generate Personalized Music? A Hybrid Favorite-Aware Method for User Preference Music Transfer	50
Low-Light Image Enhancement via Self-Reinforced Retinex Projection Model	50
Test-Time Model Adaptation for Visual Question Answering With Debiased Self-Supervisions	50
Dual Representation Aggregation Network for Blind Image Super-Resolution via Iterative Bi-level Optimization	50
Twin Tensor Learning for Consistency and Inconsistency: A Unified Affinity Learning Framework for Multi-View Clustering	50
Synthesize Boundaries: A Boundary-Aware Self-Consistent Framework for Weakly Supervised Salient Object Detection	50
DA-Net: Density-Aware 3D Object Detection Network for Point Clouds	50
CMANet: Context-Aware Mutual Attention Network for Referring Image Segmentation	50
A Multidimensional Media Adaptation Framework for Live Holographic Communication	50
CRSOT: Cross-Resolution Object Tracking Using Unaligned Frame and Event Cameras	49
Motion Deblur by Learning Residual From Events	49
Deep Unfolding Network for Image Compressed Sensing by Content-Adaptive Gradient Updating and Deformation-Invariant Non-Local Modeling	49
Cross-Domain Sample Relationship Learning for Facial Expression Recognition	49
FFFN: Frame-By-Frame Feedback Fusion Network for Video Super-Resolution	49
Multimodal Progressive Modulation Network for Micro-Video Multi-Label Classification	49

Saliency-Aware Adversarial Attacks on Visual Trackers	49
Video Instance Segmentation by Instance Flow Assembly	49
RSNet: Relation Separation Network for Few-Shot Similar Class Recognition	49
Rate-Adaptive Neural Network for Image Compressive Sensing	48
Video-to-Music Recommendation Using Temporal Alignment of Segments	48
FedSH: Towards Privacy-Preserving Text-Based Person Re-Identification	48
GLFF: Global and Local Feature Fusion for AI-Synthesized Image Detection	48
Underwater Image Enhancement With Cascaded Contrastive Learning	48
STNet: Scale Tree Network With Multi-Level Auxiliator for Crowd Counting	48
IEIRNet: Inconsistency Exploiting Based Identity Rectification for Face Forgery Detection	48
Sentiment-Enhanced Graph-Based Sarcasm Explanation in Dialogue	47
Multimodal Sentiment Analysis With Image-Text Interaction Network	47
Enhanced Context Mining and Filtering for Learned Video Compression	47
Flow Guidance Deformable Compensation Network for Video Frame Interpolation	47
Pedestrian Trajectory Prediction Based on Social Interactions Learning With Random Weights	47
Blind Video Quality Assessment at the Edge	47
Dense Video Captioning With Early Linguistic Information Fusion	46
CenterTube: Tracking Multiple 3D Objects With 4D Tubelets in Dynamic Point Clouds	46
OpenSlot: Mixed Open-Set Recognition With Object-Centric Learning	46
Neural-Enhanced Rate Adaptation and Computation Distribution for Emerging mmWave Multi-User 3D Video Streaming Systems	46
Multi-Grained Vision-and-Language Model for Medical Image and Text Alignment	45
Augment One With Others: Generalizing to Unforeseen Variations for Visual Tracking	45
SwimVG: Step-Wise Multimodal Fusion and Adaption for Visual Grounding	45
Graph Convolutional Network With Unknown Class Number	45
Decoupled Prototype Learning for Reliable Test-Time Adaptation	45
Underwater Adaptive Video Transmissions Using MIMO-Based Software-Defined Acoustic Modems	45
Prune and Merge: Efficient Token Compression for Vision Transformer With Spatial Information Preserved	45
Compact-Yet-Separate: Proto-Centric Multi-Modal Hashing With Pronounced Category Differences for Multi-Modal Retrieval	45
Geometric Continuity and Consistency Learning for Self-Supervised Point Cloud Completion	45
Heterogeneous Multimodal Federated Learning with Missing Modality via Mask-Restoration and Self-Guidance	44
Semantics Alternating Enhancement and Bidirectional Aggregation for Referring Video Object Segmentation	44
A Blockchain and Improved Perception Hash Based Copyright Protection Scheme for Purely Chromatic Background Images	44
Develop Then Rival: A Human Vision-Inspired Framework for Superimposed Image Decomposition	44
YACT-Net: Asymmetric YUV Color Transfer for Reference-Based Colorization	44
VRTNet: Vector Rectifier Transformer for Two-View Correspondence Learning	44
Category-Contrastive Fine-Grained Crowd Counting and Beyond	44
Tuning-Free High-Resolution Video Diffusion With Spatial-Temporal Latent Grouping	43
Tensorformer: Normalized Matrix Attention Transformer for High-Quality Point Cloud Reconstruction	43
Visibility-Based Geometry Pruning of Neural Plenoptic Scene Representations	43
MGHead: Motion-Aware Animated Gaussian Head Avatars with Anchored Skeletal Structures	43
CMI-Net: Cross-View Message Token Interaction Network for 3D Shape Recognition	43
Edge-Assisted Massive Video Delivery Over Cell-Free Massive MIMO	43
Compression of Plenoptic Point Cloud Attributes Using 6-D Point Clouds and 6-D Transforms	43
TR-Adapter: Parameter-Efficient Transfer Learning for Video Question Answering	43
Action-Semantic Consistent Knowledge for Weakly-Supervised Action Localization	43
Inexactly Matched Referring Expression Comprehension With Rationale	43
Progressive Learning of Instance-Level Proxy Semantics for Few-Shot Action Recognition	43
Interpretable Multi-View Representation Learning Towards Complex Scenes: From Homogeneity to Heterogeneity	43
Instruction-Driven 3D Facial Expression Generation and Transition	42
ESG-Net: Event-Aware Semantic Guided Network for Dense Audio-Visual Event Localization	42
MVL-Net: Pairwise Learning for Multi-View Multiple People Labelling	42
Unleashing Knowledge Potential of Source Hypothesis for Source-Free Domain Adaptation	42
Face De-Occlusion With Deep Cascade Guidance Learning	42
Geo-SelfSSC: Integrating Dense Geometric Priors for Enhanced Self-Supervised Semantic Scene Completion	42
Neuromorphic Similarity Measurement of Tactile Stimuli in Human–Machine Interface	42
Harnessing Attention Weight Tables for Computationally Efficient Multiple Object Tracking With Transformers	42
LININ: Logic Integrated Neural Inference Network for Explanatory Visual Question Answering	42
SSPNet: Predicting Visual Saliency Shifts	42
Geometry-Aware 3D Gaussian Representation for Real-Time Rendering of Large-Scale Scenes	41
Cross-Modality Feature Fusion for Forward-Looking Sonar Image Segmentation in Complex Underwater Environments	41
Improving Visual Object Tracking Through Visual Prompting	41
Towards a Multi-Granulated Statistical Framework for Human–Machine Collaboration in Image Classification	41
Scene Graph Knowledge Enhanced Hashing with Contrastive Learning for Image-Text Retrieval	41
Soundscape Captioning Using Sound Affective Quality Network and Large Language Model	41
Exploring Cross-Modal Mutual Prompt Learning for Video Quality Assessment	41
Simultaneously Training and Compressing Vision-and-Language Pre-Training Model	41
AFANet: Adaptive Frequency-Aware Network for Weakly-Supervised Few-Shot Semantic Segmentation	41
Unsupervised Deepfake Detection via Camera Source Clustering and Temporal-Spatial Features	41
Auxiliary Representation Guided Network for Visible-Infrared Person Re-Identification	41
Cross-Scatter Sparse Dictionary Pair Learning for Cross-Domain Classification	41
Toward General Cross-Modal Signal Reconstruction for Robotic Teleoperation	41
Progressive Learning Model for Big Data Analysis Using Subnetwork and Moore-Penrose Inverse	41
Noise Aware Audio-Visual Speech Denoising	40
Point Cloud Soft Multicast for Untethered XR Users	40
TrackletGait: A Robust Framework for Gait Recognition in the Wild	40
Question Understanding and Temporality Guiding for Video Question Answering	40
Learning Semantic Polymorphic Mapping for Text-Based Person Retrieval	40
Reordered $k$-Means: A New Baseline for View-Unaligned Multi-View Clustering	40
Bidirectional Maximum Entropy Training With Word Co-Occurrence for Video Captioning	40
Hierarchical Motion-Enhanced Matching Framework for Few-Shot Action Recognition	40
Manifold-Based Incomplete Multi-View Clustering via Bi-Consistency Guidance	40
STFE: A Comprehensive Video-Based Person Re-Identification Network Based on Spatio-Temporal Feature Enhancement	39
FGDNet: Fine-Grained Detection Network Towards Face Anti-Spoofing	39
Multimodal Evidential Learning for Open-World Weakly-Supervised Video Anomaly Detection	39
CNIE: Content-Aware Non-Transferable Information Extraction for Fine-Grained Visual Categorization	39
Textual Enhanced Adaptive Meta-Fusion for Few-Shot Visual Recognition	39
Make Graph-Based Referring Expression Comprehension Great Again Through Expression-Guided Dynamic Gating and Regression	39
Towards Structure-Aware Model for Multi-Modal Knowledge Graph Completion	39
LARNet: Towards Lightweight, Accurate and Real-Time Salient Object Detection	39
MPPM: A Mobile-Efficient Part Model for Object re-ID	39
EraW-Net: Enhance-Refine-Align W-Net for Scene-Associated Driver Attention Estimation	39
Joint Intra & Inter-Grained Reasoning: A New Look Into Semantic Consistency of Image-Text Retrieval	39
CLCT: Complementary Local Consensus Transformer for Two-View Correspondence Pruning	39
Semi-Supervised Knowledge Distillation for Cross-Modal Hashing	39
Unleash the Power of Vision-Language Models by Visual Attention Prompt and Multimodal Interaction	38