IEEE Transactions on Multimedia

Article	Citations
Improving Vision Anomaly Detection With the Guidance of Language Modality	1006
Focusing on Subtle Differences: A Feature Disentanglement Model for Series Photo Selection	547
Rethinking Video Sentence Grounding From a Tracking Perspective With Memory Network and Masked Attention	398
Rethinking Affine Transform for Efficient Image Enhancement: A Color Space Perspective	366
FoodSAM: Any Food Segmentation	261
Online Low-Light Sand-Dust Video Enhancement Using Adaptive Dynamic Brightness Correction and a Rolling Guidance Filter	228
Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization	207
SGG-Nets: Generic Rotation-Invariant Plugin Networks for Point Cloud Analysis	204
ViDR-GNN: Vision Implicit Discriminative Reorganization Graph Neural Networks	202
Dual-Task Mutual Reinforcing Embedded Joint Video Paragraph Retrieval and Grounding	196
Few-Shot Generative Model Adaptation via Style-Guided Prompt	195
Weakly-Supervised Video Object Grounding via Learning Uni-Modal Associations	191
Towards Substation Semantic Segmentation: A benchmark dataset and a cross-attention embedded hierarchical network	184
HRVFusion: Video-based Long-Term Heart Rate Variability Measurement with Conditional Diffusion Models	168
Revisiting the Adversarial Transferability: Towards a Perspective of Semantic Preservation	162
Exploring Kernel Transformations for Implicit Neural Representations	160
Posture-Movement-Frequency-Enhanced Graph Convolutional Network for Gait Emotion Recognition	158
Mask-Aware Kernel Learning for Action Recognition	156
LMAgent: A Large-scale Multimodal Agents Society for Multi-user Simulation	156
Bias-Correction Feature Learner for Semi-Supervised Instance Segmentation	155
Mix-Based Training Strategies for Learning Implicit Neural Representations	154
Bidirectional Translation Between UHD-HDR and HD-SDR Videos	153
Optimal Transport-Based Patch Matching for Image Style Transfer	151
Neighborhood Contrastive Transformer for Change Captioning	151
Robust Multi-Stage Tracking via Multi-Scale and Multi-Level Representation Learning	144

Watch Where You Move: Region-Aware Dynamic Aggregation and Excitation for Gait Recognition	142
PropMambaSR: Lightweight Image Super-Resolution with Propagation State Space Model	139
Adaptive Weight Generator for Multi-Task Image Recognition by Task Grouping Prompt	138
Semantic-Aware Triplet Loss for Image Classification	136
Semantic Dual-Adversarial Network for Blended-Target Domain Adaptation	136
DWSF-Net: A Dynamic Wavelet-based Spatial-frequency Fusion Network for Multispectral Object Detection	135
AMS-Net: Adaptive Multi-Scale Network for Image Compressive Sensing	135
Late Fusion Multiple Kernel Clustering With Local Kernel Alignment Maximization	134
Disaggregation Distillation for Person Search	132
Rényi Entropy Induced Efficient and Balanced One-Step Multi-View Clustering	132
Vision-Controllable Language Model for Image-Guided Story Ending Generation	128
Multi-Level Transitional Contrast Learning for Personalized Image Aesthetics Assessment	125
Semi-Supervised Contrastive Learning With Similarity Co-Calibration	123
Distributed Deep Point Cloud Feature Compression for Vehicle-to-Vehicle Cooperative Perception	120
Guided Image-to-Image Translation by Discriminator-Generator Communication	119
Weakly-Supervised 3D Visual Grounding Based on Visual Language Alignment	119
One-Shot Human Motion Transfer via Occlusion-Robust Flow Prediction and Neural Texturing	118
MHRN: A Multimodal Hierarchical Reasoning Network for Topic Detection	115
SCSP: An Unsupervised Image-to-Image Translation Network Based on Semantic Cooperative Shape Perception	115
BMB: Balanced Memory Bank for Long-Tailed Semi-Supervised Learning	114
Unsupervised Learning-Based Framework for Deepfake Video Detection	114
Long Video Understanding With Learnable Retrieval in Video-Language Models	113
Efficient Cross-Modal Video Retrieval With Meta-Optimized Frames	112
Transferable Backdoor Attack on Any CLIP Model With Any Target Class by Pre-Trained Hack Network	111
Quality Assessment for DIBR-Synthesized Views Based on Wavelet Transform and Gradient Magnitude Similarity	111
Asymptotics-Aware Multi-View Subspace Clustering	110
Structured Graph Reasoning for Traffic Anomaly Detection	108
Self-Guided Discriminative Locality Preserving Projections	107
Vulnerability of Feature Extractors in 2D Image-Based 3D Object Retrieval	105
Dynamic Mosaics: Saliency-Guided Adaptive Masking for Occluded Person Re-Identification	104
MGKsite: Multi-Modal Knowledge-Driven Site Selection via Intra and Inter-Modal Graph Fusion	104
Beyond Simple Extraction: Unleashing the Potential of Encoder Interaction in Few-Shot Segmentation	103
Interpretable Graph Convolutional Network for Multi-View Semi-Supervised Learning	102
TFBF: Temporal-Frequency Bidirectional Fusion for Action Quality Assessment	100
Outliers Adaptation Exploration and Centroids Matching Label Refinement for Unsupervised Person Re-Identification	100
GLCT: A Novel Global-Local Constraint for Unpaired Image-to-Image Translation	100
SkyML: A MLaaS Federation Design for Multicloud-Based Multimedia Analytics	98
Cross-modal Semantic Relevance is An Efficient Gatekeeper for Audio-Visual Video Parsing	98
ICE: Interactive 3D Game Character Facial Editing via Dialogue	97
Ensemble Prototype Networks for Unsupervised Cross-Modal Hashing With Cross-Task Consistency	96
Siamese Alignment Network for Weakly Supervised Video Moment Retrieval	96
MVPC-CLIP: Multi-Granularity Visual Prompt Co-Operative for Aerial Video Recognition	96
Anomaly-Led Prompting Learning Caption Generating Model and Benchmark	96
Distilling Multi-View Diffusion Models Into 3D Generators	94
Skeleton-Based Action Recognition With Select-Assemble-Normalize Graph Convolutional Networks	94
Adversarial 3D-to-Real Watermarking: Revealing Invisible Messages Hidden in Complexly Distorted Surfaces	93
BASNet: Boundary Assisted Network for Image Splicing Forgery Detection	91
Scale Up Composed Image Retrieval Learning via Modification Text Generation	91
Pixel Bleach Network for Detecting Face Forgery Under Compression	90
Self-Mining the Confident Prototypes for Source-Free Unsupervised Domain Adaptation in Image Segmentation	90

3D-SceneQ: Empowering 3D LLM With Query-Guided Adaptive Pruning and Multi-Modal Feature Enhancement	88
$\rm {M}^{2}\rm {C-EvDet}$: Multi-Domain Multi-Order Cross-Modal Knowledge Distillation for Event-based Object Detection	88
Progressive Local Filter Pruning for Image Retrieval Acceleration	87
XMusic: Towards a Generalized and Controllable Symbolic Music Generation Framework	86
Disentangled Graph Variational Auto-Encoder for Multimodal Recommendation With Interpretability	85
Semi-Supervised Domain Adaptation for Major Depressive Disorder Detection	84
Dynamic Contrastive Distillation for Image-Text Retrieval	83
Feature First: Advancing Image-Text Retrieval Through Improved Visual Features	83
Deep Semantic-Consistent Penalizing Hashing for Cross-Modal Retrieval	82
Improving Pre-Trained Model-Based Speech Emotion Recognition From a Low-Level Speech Feature Perspective	82
Semi-Supervised Domain Adaptation via Joint Transductive and Inductive Subspace Learning	82
Perceptual Image Hashing Using Feature Fusion of Orthogonal Moments	80
CVKD-UDA: Cross-View Knowledge Distillation for 3D Unsupervised Domain Adaptive Segmentation	79
Hear Me, See Me, Understand Me: Audio-Visual Autism Behavior Recognition	79
Hierarchical Equalization Loss for Long-Tailed Instance Segmentation	78
SLCGC: A lightweight Self-supervised Low-Pass Contrastive Graph Clustering Network for Hyperspectral Images	77
Adaptive HEVC Video Steganography With High Performance Based on Attention-Net and PU Partition Modes	77
PhotoHelper: Portrait Photographing Guidance Via Deep Feature Retrieval and Fusion	77
Towards Temporal Event Detection: A Dataset, Benchmarks and Challenges	74
Towards Neural Codec-Empowered 360$^\circ$ Video Streaming: A Saliency-Aided Synergistic Approach	74
Image-Based Structured Vehicle Behavior Analysis Inspired by Interactive Cognition	73
Cps-STS: Bridging the Gap Between Content and Position for Coarse-Point-Supervised Scene Text Spotter	72
ALCER3D: Adaptive Learning Constraints for Enhanced Retrieval of Complex Indoor 3D Scenarios	72
Supervised Contrastive Learning for Indoor Point Cloud Oversegmentation	71
DEHand: Deformable Encoding for Photo-Realistic Free-View and Free-Pose Hand Rendering	70
RefHCM: A Unified Model for Referring Perceptions in Human-Centric Scenarios	70
Cross-Domain Sample Relationship Learning for Facial Expression Recognition	68
Semi-Supervised Authentically Distorted Image Quality Assessment With Consistency-Preserving Dual-Branch Convolutional Neural Network	68
JPEG AI Compressed Domain Face Detection: A Multi-Scale Bridging Perspective	68
Reconstructed Graph Constrained Auto-Encoders for Multi-View Representation Learning	68
Foodfusion: A Novel Approach for Food Image Composition via Diffusion Models	67
Motion Direction Awareness: A Biomimetic Dynamic Capture Mechanism for Video Prediction	67
Depth Map Super-Resolution via Deep Cross-Modality and Cross-Scale Guidance	67
High Specificity Guided Cross-Domain Few-Shot Segmentation	66
Vulnerabilities in AI-Generated Image Detection: The Challenge of Adversarial Attacks	66
RUL: Region Uncertainty Learning for Robust Face Recognition	66
Rate-Adaptive Neural Network for Image Compressive Sensing	66
Improving Out-of-Distribution Generalization on Point Clouds with Cross-Domain Adversarial Distillation	65
Boosting Universal Adversarial Attack on Deep Neural Networks	65
Enhanced Context Mining and Filtering for Learned Video Compression	65
Investigating the Effective Dynamic Information of Spectral Shapes for Audio Classification	65
Reliable Multi-View Clustering with Graph Neural Network	64
Video Instance Segmentation by Instance Flow Assembly	64
Saliency-Aware Adversarial Attacks on Visual Trackers	63
Human-Centric Behavior Description in Videos: New Benchmark and Model	63
Cooperative Bargaining Game Based Adaptive Video Multicast Over Mobile Edge Networks	63
Denoised Semantic Features for Local Consistent No-Reference Image Quality Assessment	62
Personalized Fashion Recommendation With Discrete Content-Based Tensor Factorization	62
EPM-Net: Efficient Feature Extraction, Point-Pair Feature Matching for Robust 6-D Pose Estimation	62
A Multidimensional Media Adaptation Framework for Live Holographic Communication	61
Multimodal Progressive Modulation Network for Micro-Video Multi-Label Classification	61
Spatial-Temporal Saliency Guided Unbiased Contrastive Learning for Video Scene Graph Generation	61
CMANet: Context-Aware Mutual Attention Network for Referring Image Segmentation	60
SDE2D: Semantic-Guided Discriminability Enhancement Feature Detector and Descriptor	60
Exploring Kernel-Based Texture Transfer for Pose-Guided Person Image Generation	60
Enhancing Representation Inversion and Alignment for Zero-Shot Composed Image Retrieval	60
Can Machines Generate Personalized Music? A Hybrid Favorite-Aware Method for User Preference Music Transfer	60
MMIFN: A Multi-Modal Interactive Fusion Network for Omnidirectional Image Quality Assessment	60
DREAMT: Diversity Enlarged Mutual Teaching for Unsupervised Domain Adaptive Person Re-Identification	59
Wavelet-Domain Masked Image Modeling for Color-Consistent HDR Video Reconstruction	59
Look&listen: Multi-Modal Correlation Learning for Active Speaker Detection and Speech Enhancement	58
Compositional Text-to-Image Synthesis With Training-Free Layout-Guided Diffusion	58
Velocity First? Rethinking 3D Object Detection with 4D Millimeter Wave Radar	58
Show, Tell and Rephrase: Diverse Video Captioning via Two-Stage Progressive Training	58
Dynamic Strategy Prompt Reasoning for Emotional Support Conversation	58
Exploring Basic Expression Representation for Compound Facial Expression Recognition	58
Prototypical Bidirectional Adaptation and Learning for Cross-Domain Semantic Segmentation	57
Generalizing Beyond Patterns: Dynamic Moment Query Recalibrating for Out-of-Distribution Video Temporal Localization	57
Bidirectional Prototype-Reward Co-Evolution for Test-Time Adaptation of Vision-Language Models	57
Exploring Local and Global Consistent Correlation on Hypergraph for Rotation Invariant Point Cloud Analysis	56
TPE-ADE: Thumbnail-Preserving Encryption Based on Adaptive Deviation Embedding for JPEG Images	56
VOLTER: Visual Collaboration and Dual-Stream Fusion for Scene Text Recognition	55
Motion Deblur by Learning Residual From Events	55
HP-C4D: A Fast Camera and 4D Radar Fusion Framework With Height Prediction for 3D Object Detection	55
UniCrossGait: Unified Cross-Modal Gait Recognition Based on Knowledge Distillation	55
A Two-Stream Hybrid Convolution-Transformer Network Architecture for Clothing-Change Person Re-Identification	54
RetinexGS: Enhancing 3D Gaussian Splatting for Low-Light Scenes Via Retinex-Guided Decomposition	54
Deep Unfolding Network for Image Compressed Sensing by Content-Adaptive Gradient Updating and Deformation-Invariant Non-Local Modeling	54
STNet: Scale Tree Network With Multi-Level Auxiliator for Crowd Counting	54
HSV-Driven Illumination-Aware Iterative Network for Unsupervised Low-Light Enhancement	54

FedSH: Towards Privacy-Preserving Text-Based Person Re-Identification	54
CRSOT: Cross-Resolution Object Tracking Using Unaligned Frame and Event Cameras	54
Sparse Transformer for Ultra-Sparse Sampled Video Compressive Sensing	54
Universal Infrared Image Nonuniformity Correction via Stripe-Aware Attention Network	54
RA-SSU: Towards Fine-Grained Audio-Visual Learning with Region-Aware Sound Source Understanding	54
Ocean's Duality: Physics-Driven Dual-Branch Framework for Underwater Vision Enhancement	53
Twin Tensor Learning for Consistency and Inconsistency: A Unified Affinity Learning Framework for Multi-View Clustering	53
RSNet: Relation Separation Network for Few-Shot Similar Class Recognition	53
Sounding Depressed? Personalized Deep Learning Model for Depression Detection From Speech and Text	53
Primary Code Guided Targeted Attack against Cross-modal Hashing Retrieval	53
Sentiment-Enhanced Graph-Based Sarcasm Explanation in Dialogue	53
No-Reference Bitstream-Layer Model for Perceptual Quality Assessment of V-PCC Encoded Point Clouds	52
Video-to-Music Recommendation Using Temporal Alignment of Segments	52
Action-Responsive Contrastive Network for Fine-Grained Skeleton-Based Action Recognition	52
RA-SCIC: Region-Aware Screen Content Image Coding Towards Fidelity and Efficiency	52
Multi-View User Preference Modeling for Personalized Text-to-Image Generation	52
Pedestrian Trajectory Prediction Based on Social Interactions Learning With Random Weights	52
IEIRNet: Inconsistency Exploiting Based Identity Rectification for Face Forgery Detection	51
Probabilistic Temporal Masked Attention for Cross-View Online Action Detection	51
Style-Agnostic Representation Learning for Visible-Infrared Person Re-Identification	51
Synthesize Boundaries: A Boundary-Aware Self-Consistent Framework for Weakly Supervised Salient Object Detection	51
Test-Time Model Adaptation for Visual Question Answering With Debiased Self-Supervisions	51
FFFN: Frame-By-Frame Feedback Fusion Network for Video Super-Resolution	50
Dual Representation Aggregation Network for Blind Image Super-Resolution via Iterative Bi-level Optimization	50
C-CTX: Cubic-Checkerboard Context Entropy Model for Learned Image Compression	50
Knowledge Distillation-Based Domain-Invariant Representation Learning for Domain Generalization	50
REDEditing: Relationship-Driven Precise Backdoor Poisoning on Text-to-Image Diffusion Models	50
High Fidelity Face-Swapping With Style ConvTransformer and Latent Space Selection	50
SegTrans: Transferable Adversarial Examples for Segmentation Models	50
Anchor-Guided Discrete Multi-View Clustering	50
Exploiting EfficientSAM and Temporal Coherence for Audio-Visual Segmentation	49
Underwater Image Enhancement With Cascaded Contrastive Learning	49
DA-Net: Density-Aware 3D Object Detection Network for Point Clouds	49
Benchmark Dataset and Pair-Wise Ranking Method for Quality Evaluation of Night-Time Image Enhancement	49
RD-VTA: Rule-Data Guided Video-to-Audio Generation for Fine-Grained Footstep Sound	49
Improving Fine-Grained Image Classification With Multimodal Information	49
GLFF: Global and Local Feature Fusion for AI-Synthesized Image Detection	49
Multimodal Sentiment Analysis With Image-Text Interaction Network	49
Low-Light Image Enhancement via Self-Reinforced Retinex Projection Model	49
Towards Region-Aware Finer Self-Supervised Learning for Fine-Grained Visual Recognition	48
FGDNet: Fine-Grained Detection Network Towards Face Anti-Spoofing	48
Reordered $k$-Means: A New Baseline for View-Unaligned Multi-View Clustering	48
MGHead: Motion-Aware Animated Gaussian Head Avatars With Anchored Skeletal Structures	48
Augment One With Others: Generalizing to Unforeseen Variations for Visual Tracking	48
OpenSlot: Mixed Open-Set Recognition With Object-Centric Learning	48
Bridging the Short-Term and Long-Term Gap: A Cross-Task Continuous Learning Person Re-Identification Problem	47
Multi-View Depth Estimation With Uncertainty Constraints for Virtual-Real Occlusion	47
Semantics Alternating Enhancement and Bidirectional Aggregation for Referring Video Object Segmentation	47
Rethinking the Role of Vector Quantization for Blind Image Restoration	47
FOF-X: Towards Real-time Detailed Human Reconstruction from a Single Image	47
DDGA: Domain Distance Guided Active Domain Adaptation for Unpaired Super-Resolution	47
Dense Video Captioning With Early Linguistic Information Fusion	47
Blind Video Quality Assessment at the Edge	47
Unleash the Power of Vision-Language Models by Visual Attention Prompt and Multimodal Interaction	47
Flow Guidance Deformable Compensation Network for Video Frame Interpolation	47
DIP: Diffusion Learning of Inconsistency Pattern for General DeepFake Detection	47
CenterTube: Tracking Multiple 3D Objects With 4D Tubelets in Dynamic Point Clouds	47
Underwater Adaptive Video Transmissions Using MIMO-Based Software-Defined Acoustic Modems	46
SSPNet: Predicting Visual Saliency Shifts	46
Edge-Assisted Massive Video Delivery Over Cell-Free Massive MIMO	46
Towards a Multi-Granulated Statistical Framework for Human–Machine Collaboration in Image Classification	46
Tensorformer: Normalized Matrix Attention Transformer for High-Quality Point Cloud Reconstruction	46
Graph Convolutional Network With Unknown Class Number	46
RaFPN: Relation-Aware Feature Pyramid Network for Dense Image Prediction	46
Unsupervised Deepfake Detection via Camera Source Clustering and Temporal-Spatial Features	46
Exploring Cross-Modal Mutual Prompt Learning for Video Quality Assessment	46
VRTNet: Vector Rectifier Transformer for Two-View Correspondence Learning	46
Compression of Plenoptic Point Cloud Attributes Using 6-D Point Clouds and 6-D Transforms	46
SwimVG: Step-Wise Multimodal Fusion and Adaption for Visual Grounding	46
Category-Contrastive Fine-Grained Crowd Counting and Beyond	46
Cross-Modality Feature Fusion for Forward-Looking Sonar Image Segmentation in Complex Underwater Environments	46
Simultaneously Training and Compressing Vision-and-Language Pre-Training Model	46
Inexactly Matched Referring Expression Comprehension With Rationale	46
Scene Graph Knowledge Enhanced Hashing with Contrastive Learning for Image-Text Retrieval	46
Soundscape Captioning Using Sound Affective Quality Network and Large Language Model	46
Progressive Learning of Instance-Level Proxy Semantics for Few-Shot Action Recognition	45
CMI-Net: Cross-View Message Token Interaction Network for 3D Shape Recognition	45
Progressive Learning Model for Big Data Analysis Using Subnetwork and Moore-Penrose Inverse	45
Point Cloud Soft Multicast for Untethered XR Users	45
Visibility-Based Geometry Pruning of Neural Plenoptic Scene Representations	45
Instruction-Driven 3D Facial Expression Generation and Transition	45
Noise Aware Audio-Visual Speech Denoising	45
MVL-Net: Pairwise Learning for Multi-View Multiple People Labelling	45
Tuning-Free High-Resolution Video Diffusion With Spatial-Temporal Latent Grouping	45
Interpretable Multi-View Representation Learning Towards Complex Scenes: From Homogeneity to Heterogeneity	45
Question Understanding and Temporality Guiding for Video Question Answering	45
MPPM: A Mobile-Efficient Part Model for Object re-ID	44
Low-Light Image Enhancement With SAM-Based Structure Priors and Guidance	44
Face De-Occlusion With Deep Cascade Guidance Learning	44
CNIE: Content-Aware Non-Transferable Information Extraction for Fine-Grained Visual Categorization	44
Neural-Enhanced Rate Adaptation and Computation Distribution for Emerging mmWave Multi-User 3D Video Streaming Systems	44
CLCT: Complementary Local Consensus Transformer for Two-View Correspondence Pruning	44
Bidirectional Maximum Entropy Training With Word Co-Occurrence for Video Captioning	44
Indistinguishability Analysis of JPEG Image Encryption Schemes	44
Develop Then Rival: A Human Vision-Inspired Framework for Superimposed Image Decomposition	44