IEEE Transactions on Multimedia

Article	Citations
Improving Vision Anomaly Detection With the Guidance of Language Modality	931
Focusing on Subtle Differences: A Feature Disentanglement Model for Series Photo Selection	509
Vulnerability of Feature Extractors in 2D Image-Based 3D Object Retrieval	365
SkyML: A MLaaS Federation Design for Multicloud-Based Multimedia Analytics	336
Rethinking Video Sentence Grounding From a Tracking Perspective With Memory Network and Masked Attention	248
Rethinking Affine Transform for Efficient Image Enhancement: A Color Space Perspective	200
FoodSAM: Any Food Segmentation	191
Online Low-Light Sand-Dust Video Enhancement Using Adaptive Dynamic Brightness Correction and a Rolling Guidance Filter	184
Semi-Supervised Domain Adaptation via Joint Transductive and Inductive Subspace Learning	183
Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization	180
SGG-Nets: Generic Rotation-Invariant Plugin Networks for Point Cloud Analysis	176
ViDR-GNN: Vision Implicit Discriminative Reorganization Graph Neural Networks	175
Dual-Task Mutual Reinforcing Embedded Joint Video Paragraph Retrieval and Grounding	157
Ensemble Prototype Networks for Unsupervised Cross-Modal Hashing With Cross-Task Consistency	153
Late Fusion Multiple Kernel Clustering With Local Kernel Alignment Maximization	153
Few-Shot Generative Model Adaptation via Style-Guided Prompt	150
Outliers Adaptation Exploration and Centroids Matching Label Refinement for Unsupervised Person Re-identification	149
Feature First: Advancing Image-Text Retrieval Through Improved Visual Features	144
Weakly-Supervised Video Object Grounding via Learning Uni-Modal Associations	144
Quality Assessment for DIBR-Synthesized Views Based on Wavelet Transform and Gradient Magnitude Similarity	143
Towards Substation Semantic Segmentation: A benchmark dataset and a cross-attention embedded hierarchical network	141
HRVFusion: Video-based Long-Term Heart Rate Variability Measurement with Conditional Diffusion Models	139
ICE: Interactive 3D Game Character Facial Editing via Dialogue	135
Revisiting the Adversarial Transferability: Towards a Perspective of Semantic Preservation	133
Hear Me, See Me, Understand Me: Audio-Visual Autism Behavior Recognition	132

Exploring Kernel Transformations for Implicit Neural Representations	130
Posture-Movement-Frequency-Enhanced Graph Convolutional Network for Gait Emotion Recognition	127
Mask-Aware Kernel Learning for Action Recognition	126
XMusic: Towards a Generalized and Controllable Symbolic Music Generation Framework	125
Siamese Alignment Network for Weakly Supervised Video Moment Retrieval	125
Anomaly-Led Prompting Learning Caption Generating Model and Benchmark	124
BMB: Balanced Memory Bank for Long-Tailed Semi-Supervised Learning	123
LMAgent: A Large-scale Multimodal Agents Society for Multi-user Simulation	120
Hierarchical Equalization Loss for Long-Tailed Instance Segmentation	119
BASNet: Boundary Assisted Network for Image Splicing Forgery Detection	116
Bias-Correction Feature Learner for Semi-Supervised Instance Segmentation	116
Mix-Based Training Strategies for Learning Implicit Neural Representations	113
Pixel Bleach Network for Detecting Face Forgery Under Compression	113
Skeleton-Based Action Recognition With Select-Assemble-Normalize Graph Convolutional Networks	111
Bidirectional Translation Between UHD-HDR and HD-SDR Videos	110
Neighborhood Contrastive Transformer for Change Captioning	109
Scale Up Composed Image Retrieval Learning via Modification Text Generation	107
Optimal Transport-Based Patch Matching for Image Style Transfer	105
Robust Multi-Stage Tracking via Multi-Scale and Multi-Level Representation Learning	104
Long Video Understanding with Learnable Retrieval in Video-Language Models	103
Transferable Backdoor Attack on Any CLIP Model With Any Target Class by Pre-Trained Hack Network	101
Watch Where You Move: Region-Aware Dynamic Aggregation and Excitation for Gait Recognition	100
Efficient Cross-Modal Video Retrieval With Meta-Optimized Frames	100
DWSF-Net: A Dynamic Wavelet-based Spatial-frequency Fusion Network for Multispectral Object Detection	97
Perceptual Image Hashing Using Feature Fusion of Orthogonal Moments	97
PropMambaSR: Lightweight Image Super-Resolution with Propagation State Space Model	97
3D-SceneQ: Empowering 3D LLM with Query-Guided Adaptive Pruning and Multi-modal Feature Enhancement	97
MVPC-CLIP: Multi-Granularity Visual Prompt Co-Operative for Aerial Video Recognition	96
Adaptive Weight Generator for Multi-Task Image Recognition by Task Grouping Prompt	96
MHRN: A Multimodal Hierarchical Reasoning Network for Topic Detection	96
Semi-Supervised Contrastive Learning With Similarity Co-Calibration	95
Semantic Dual-Adversarial Network for Blended-Target Domain Adaptation	95
Deep Semantic-Consistent Penalizing Hashing for Cross-Modal Retrieval	95
Self-Guided Discriminative Locality Preserving Projections	94
Semantic-Aware Triplet Loss for Image Classification	94
SCSP: An Unsupervised Image-to-Image Translation Network Based on Semantic Cooperative Shape Perception	94
Improving Pre-Trained Model-Based Speech Emotion Recognition From a Low-Level Speech Feature Perspective	93
Adaptive HEVC Video Steganography With High Performance Based on Attention-Net and PU Partition Modes	91
Distributed Deep Point Cloud Feature Compression for Vehicle-to-Vehicle Cooperative Perception	90
Self-Mining the Confident Prototypes for Source-Free Unsupervised Domain Adaptation in Image Segmentation	89
Unsupervised Learning-Based Framework for Deepfake Video Detection	89
AMS-Net: Adaptive Multi-Scale Network for Image Compressive Sensing	89
Progressive Local Filter Pruning for Image Retrieval Acceleration	88
Interpretable Graph Convolutional Network for Multi-View Semi-Supervised Learning	87
Guided Image-to-Image Translation by Discriminator-Generator Communication	84
Weakly-Supervised 3D Visual Grounding Based on Visual Language Alignment	84
Disentangled Graph Variational Auto-Encoder for Multimodal Recommendation With Interpretability	82
Dynamic Contrastive Distillation for Image-Text Retrieval	82
Multi-Level Transitional Contrast Learning for Personalized Image Aesthetics Assessment	82
PhotoHelper: Portrait Photographing Guidance Via Deep Feature Retrieval and Fusion	81

SLCGC: A lightweight Self-supervised Low-Pass Contrastive Graph Clustering Network for Hyperspectral Images	80
Asymptotics-Aware Multi-View Subspace Clustering	79
Semi-Supervised Domain Adaptation for Major Depressive Disorder Detection	78
One-Shot Human Motion Transfer via Occlusion-Robust Flow Prediction and Neural Texturing	78
Rényi Entropy Induced Efficient and Balanced One-Step Multi-View Clustering	77
Vision-Controllable Language Model for Image-Guided Story Ending Generation	77
Disaggregation Distillation for Person Search	76
Towards Neural Codec-Empowered 360$^\circ$ Video Streaming: A Saliency-Aided Synergistic Approach	75
MGKsite: Multi-Modal Knowledge-Driven Site Selection via Intra and Inter-Modal Graph Fusion	75
Towards Temporal Event Detection: A Dataset, Benchmarks and Challenges	74
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	72
ALCER3D: Adaptive Learning Constraints for Enhanced Retrieval of Complex Indoor 3D Scenarios	71
Cps-STS: Bridging the Gap Between Content and Position for Coarse-Point-Supervised Scene Text Spotter	71
Dual Representation Aggregation Network for Blind Image Super-Resolution via Iterative Bi-level Optimization	71
Synthesize Boundaries: A Boundary-Aware Self-Consistent Framework for Weakly Supervised Salient Object Detection	70
C-CTX: Cubic-Checkerboard Context Entropy Model for Learned Image Compression	69
Primary Code Guided Targeted Attack against Cross-modal Hashing Retrieval	69
Supervised Contrastive Learning for Indoor Point Cloud Oversegmentation	69
Style-Agnostic Representation Learning for Visible-Infrared Person Re-Identification	67
No-Reference Bitstream-Layer Model for Perceptual Quality Assessment of V-PCC Encoded Point Clouds	66
RefHCM: A Unified Model for Referring Perceptions in Human-Centric Scenarios	66
SegTrans: Transferable Adversarial Examples for Segmentation Models	65
DEHand: Deformable Encoding for Photo-Realistic Free-View and Free-Pose Hand Rendering	65
Twin Tensor Learning for Consistency and Inconsistency: A Unified Affinity Learning Framework for Multi-View Clustering	64
Improving Fine-Grained Image Classification With Multimodal Information	63
DA-Net: Density-Aware 3D Object Detection Network for Point Clouds	63
JPEG AI Compressed Domain Face Detection: A Multi-Scale Bridging Perspective	63
Cross-Domain Sample Relationship Learning for Facial Expression Recognition	62
Can Machines Generate Personalized Music? A Hybrid Favorite-Aware Method for User Preference Music Transfer	62
Deep Unfolding Network for Image Compressed Sensing by Content-Adaptive Gradient Updating and Deformation-Invariant Non-Local Modeling	62
Semi-Supervised Authentically Distorted Image Quality Assessment With Consistency-Preserving Dual-Branch Convolutional Neural Network	62
FedSH: Towards Privacy-Preserving Text-Based Person Re-Identification	61
Reconstructed Graph Constrained Auto-Encoders for Multi-View Representation Learning	61
Action-Responsive Contrastive Network for Fine-Grained Skeleton-Based Action Recognition	60
Motion Direction Awareness: A Biomimetic Dynamic Capture Mechanism for Video Prediction	60
Test-Time Model Adaptation for Visual Question Answering With Debiased Self-Supervisions	59
RUL: Region Uncertainty Learning for Robust Face Recognition	59
Foodfusion: A Novel Approach for Food Image Composition via Diffusion Models	59
Investigating the Effective Dynamic Information of Spectral Shapes for Audio Classification	59
Multi-View User Preference Modeling for Personalized Text-to-Image Generation	59
High Specificity Guided Cross-Domain Few-Shot Segmentation	59
Depth Map Super-Resolution via Deep Cross-Modality and Cross-Scale Guidance	59
Knowledge Distillation-Based Domain-Invariant Representation Learning for Domain Generalization	58
Dynamic Strategy Prompt Reasoning for Emotional Support Conversation	58
Exploiting EfficientSAM and Temporal Coherence for Audio-Visual Segmentation	58
Video Instance Segmentation by Instance Flow Assembly	57
A Two-Stream Hybrid Convolution-Transformer Network Architecture for Clothing-Change Person Re-Identification	57
Generalizing Beyond Patterns: Dynamic Moment Query Recalibrating for Out-of-Distribution Video Temporal Localization	57
STNet: Scale Tree Network With Multi-Level Auxiliator for Crowd Counting	57
Velocity First? Rethinking 3D Object Detection with 4D Millimeter Wave Radar	57
Video-to-Music Recommendation Using Temporal Alignment of Segments	56
Sentiment-Enhanced Graph-Based Sarcasm Explanation in Dialogue	54
Rate-Adaptive Neural Network for Image Compressive Sensing	54
Vulnerabilities in AI-Generated Image Detection: The Challenge of Adversarial Attacks	54
IEIRNet: Inconsistency Exploiting Based Identity Rectification for Face Forgery Detection	54
TPE-ADE: Thumbnail-Preserving Encryption Based on Adaptive Deviation Embedding for JPEG Images	53
Reliable Multi-View Clustering with Graph Neural Network	53
Boosting Universal Adversarial Attack on Deep Neural Networks	53
GLFF: Global and Local Feature Fusion for AI-Synthesized Image Detection	53
Enhanced Context Mining and Filtering for Learned Video Compression	53
Improving Out-of-Distribution Generalization on Point Clouds with Cross-Domain Adversarial Distillation	53
Exploring Local and Global Consistent Correlation on Hypergraph for Rotation Invariant Point Cloud Analysis	52
VOLTER: Visual Collaboration and Dual-Stream Fusion for Scene Text Recognition	52
EPM-Net: Efficient Feature Extraction, Point-Pair Feature Matching for Robust 6-D Pose Estimation	52
Compositional Text-to-Image Synthesis with Training-Free Layout-Guided Diffusion	52
Prototypical Bidirectional Adaptation and Learning for Cross-Domain Semantic Segmentation	52
Sparse Transformer for Ultra-Sparse Sampled Video Compressive Sensing	52
Cooperative Bargaining Game Based Adaptive Video Multicast Over Mobile Edge Networks	52
Saliency-Aware Adversarial Attacks on Visual Trackers	52
Anchor-guided Discrete Multi-view Clustering	52
Human-Centric Behavior Description in Videos: New Benchmark and Model	52
CRSOT: Cross-Resolution Object Tracking Using Unaligned Frame and Event Cameras	52
Sounding Depressed? Personalized Deep Learning Model for Depression Detection from Speech and Text	52
Spatial-Temporal Saliency Guided Unbiased Contrastive Learning for Video Scene Graph Generation	51
Probabilistic Temporal Masked Attention for Cross-View Online Action Detection	51
Denoised Semantic Features for Local Consistent No-Reference Image Quality Assessment	51
Universal Infrared Image Nonuniformity Correction via Stripe-Aware Attention Network	51
RSNet: Relation Separation Network for Few-Shot Similar Class Recognition	51
Personalized Fashion Recommendation With Discrete Content-Based Tensor Factorization	51

A Multidimensional Media Adaptation Framework for Live Holographic Communication	50
DREAMT: Diversity Enlarged Mutual Teaching for Unsupervised Domain Adaptive Person Re-Identification	50
Multimodal Progressive Modulation Network for Micro-Video Multi-Label Classification	50
CMANet: Context-Aware Mutual Attention Network for Referring Image Segmentation	50
High Fidelity Face-Swapping With Style ConvTransformer and Latent Space Selection	50
HP-C4D: A Fast Camera and 4D Radar Fusion Framework with Height Prediction For 3D Object Detection	49
FFFN: Frame-By-Frame Feedback Fusion Network for Video Super-Resolution	49
Show, Tell and Rephrase: Diverse Video Captioning via Two-Stage Progressive Training	49
Exploring Kernel-Based Texture Transfer for Pose-Guided Person Image Generation	49
UniCrossGait: Unified Cross-modal Gait Recognition Based on Knowledge Distillation	49
SDE2D: Semantic-Guided Discriminability Enhancement Feature Detector and Descriptor	49
Bidirectional Prototype-Reward co-Evolution for Test-Time Adaptation of Vision-Language Models	49
Multimodal Sentiment Analysis With Image-Text Interaction Network	48
Motion Deblur by Learning Residual From Events	48
Look&listen: Multi-Modal Correlation Learning for Active Speaker Detection and Speech Enhancement	48
Underwater Image Enhancement With Cascaded Contrastive Learning	48
Low-Light Image Enhancement via Self-Reinforced Retinex Projection Model	48
Pedestrian Trajectory Prediction Based on Social Interactions Learning With Random Weights	48
Flow Guidance Deformable Compensation Network for Video Frame Interpolation	47
CenterTube: Tracking Multiple 3D Objects With 4D Tubelets in Dynamic Point Clouds	47
Dense Video Captioning With Early Linguistic Information Fusion	47
USD: Uncertainty-Based One-Phase Learning to Enhance Pseudo-Label Reliability for Semi-Supervised Object Detection	46
Rethinking the Role of Vector Quantization for Blind Image Restoration	46
VatLM: Visual-Audio-Text Pre-Training With Unified Masked Prediction for Speech Representation Learning	46
Unleashing Knowledge Potential of Source Hypothesis for Source-Free Domain Adaptation	46
Semi-Supervised Knowledge Distillation for Cross-Modal Hashing	46
Going the Extra Mile in Face Image Quality Assessment: A Novel Database and Model	46
DIP: Diffusion Learning of Inconsistency Pattern for General DeepFake Detection	46
RaFPN: Relation-Aware Feature Pyramid Network for Dense Image Prediction	45
Augment One With Others: Generalizing to Unforeseen Variations for Visual Tracking	45
Underwater Adaptive Video Transmissions Using MIMO-Based Software-Defined Acoustic Modems	45
Semantics Alternating Enhancement and Bidirectional Aggregation for Referring Video Object Segmentation	45
Blind Video Quality Assessment at the Edge	45
OpenSlot: Mixed Open-Set Recognition With Object-Centric Learning	45
Decoupled Prototype Learning for Reliable Test-Time Adaptation	45
Prune and Merge: Efficient Token Compression for Vision Transformer With Spatial Information Preserved	45
SwimVG: Step-Wise Multimodal Fusion and Adaption for Visual Grounding	45
LININ: Logic Integrated Neural Inference Network for Explanatory Visual Question Answering	45
Graph Convolutional Network With Unknown Class Number	45
Geometric Continuity and Consistency Learning for Self-Supervised Point Cloud Completion	45
Category-Contrastive Fine-Grained Crowd Counting and Beyond	45
SSPNet: Predicting Visual Saliency Shifts	44
Soundscape Captioning Using Sound Affective Quality Network and Large Language Model	44
Auxiliary Representation Guided Network for Visible-Infrared Person Re-Identification	44
Unsupervised Deepfake Detection via Camera Source Clustering and Temporal-Spatial Features	44
Cross-Modality Feature Fusion for Forward-Looking Sonar Image Segmentation in Complex Underwater Environments	44
Geometry-Aware 3D Gaussian Representation for Real-Time Rendering of Large-Scale Scenes	44
Scene Graph Knowledge Enhanced Hashing with Contrastive Learning for Image-Text Retrieval	44
Simultaneously Training and Compressing Vision-and-Language Pre-Training Model	43
VRTNet: Vector Rectifier Transformer for Two-View Correspondence Learning	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
Cross-Scatter Sparse Dictionary Pair Learning for Cross-Domain Classification	43
Toward General Cross-Modal Signal Reconstruction for Robotic Teleoperation	43
A Blockchain and Improved Perception Hash Based Copyright Protection Scheme for Purely Chromatic Background Images	43
Inexactly Matched Referring Expression Comprehension With Rationale	43
Progressive Learning of Instance-Level Proxy Semantics for Few-Shot Action Recognition	43
Exploring Cross-Modal Mutual Prompt Learning for Video Quality Assessment	43
Towards a Multi-Granulated Statistical Framework for Human–Machine Collaboration in Image Classification	43
TR-Adapter: Parameter-Efficient Transfer Learning for Video Question Answering	43
Tensorformer: Normalized Matrix Attention Transformer for High-Quality Point Cloud Reconstruction	43
YACT-Net: Asymmetric YUV Color Transfer for Reference-Based Colorization	43
Interpretable Multi-View Representation Learning Towards Complex Scenes: From Homogeneity to Heterogeneity	42
Instruction-Driven 3D Facial Expression Generation and Transition	42
Visibility-Based Geometry Pruning of Neural Plenoptic Scene Representations	42
CMI-Net: Cross-View Message Token Interaction Network for 3D Shape Recognition	42
Harnessing Attention Weight Tables for Computationally Efficient Multiple Object Tracking With Transformers	42
Tuning-Free High-Resolution Video Diffusion With Spatial-Temporal Latent Grouping	42
Action-Semantic Consistent Knowledge for Weakly-Supervised Action Localization	42
MGHead: Motion-Aware Animated Gaussian Head Avatars with Anchored Skeletal Structures	42
Geo-SelfSSC: Integrating Dense Geometric Priors for Enhanced Self-Supervised Semantic Scene Completion	41
Noise Aware Audio-Visual Speech Denoising	41
Point Cloud Soft Multicast for Untethered XR Users	41
FGDNet: Fine-Grained Detection Network Towards Face Anti-Spoofing	41
Joint Intra & Inter-Grained Reasoning: A New Look Into Semantic Consistency of Image-Text Retrieval	41
STFE: A Comprehensive Video-Based Person Re-Identification Network Based on Spatio-Temporal Feature Enhancement	41
TrackletGait: A Robust Framework for Gait Recognition in the Wild	41
MVL-Net: Pairwise Learning for Multi-View Multiple People Labelling	41
Question Understanding and Temporality Guiding for Video Question Answering	41
Reordered $k$-Means: A New Baseline for View-Unaligned Multi-View Clustering	41
Make Graph-Based Referring Expression Comprehension Great Again Through Expression-Guided Dynamic Gating and Regression	41
Towards Structure-Aware Model for Multi-Modal Knowledge Graph Completion	41
ESG-Net: Event-Aware Semantic Guided Network for Dense Audio-Visual Event Localization	41
Progressive Learning Model for Big Data Analysis Using Subnetwork and Moore-Penrose Inverse	41
Bidirectional Maximum Entropy Training With Word Co-Occurrence for Video Captioning	41
EraW-Net: Enhance-Refine-Align W-Net for Scene-Associated Driver Attention Estimation	41
MPPM: A Mobile-Efficient Part Model for Object re-ID	41
CNIE: Content-Aware Non-Transferable Information Extraction for Fine-Grained Visual Categorization	41
Multimodal Evidential Learning for Open-World Weakly-Supervised Video Anomaly Detection	40
Face De-Occlusion With Deep Cascade Guidance Learning	40
Manifold-Based Incomplete Multi-View Clustering via Bi-Consistency Guidance	40
A Pixel Distribution Remapping and Multi-Prior Retinex Variational Model for Underwater Image Enhancement	40
Hierarchical Motion-Enhanced Matching Framework for Few-Shot Action Recognition	40
Low-Light Image Enhancement With SAM-Based Structure Priors and Guidance	40
Learning Semantic Polymorphic Mapping for Text-Based Person Retrieval	40