IEEE Transactions on Multimedia

Article	Citations
Focusing on Subtle Differences: A Feature Disentanglement Model for Series Photo Selection	639
Weakly-Supervised Video Object Grounding via Learning Uni-Modal Associations	361
Optimal Transport-Based Patch Matching for Image Style Transfer	310
Adaptive Weight Generator for Multi-Task Image Recognition by Task Grouping Prompt	234
Semi-Supervised Domain Adaptation via Joint Transductive and Inductive Subspace Learning	229
Rethinking Video Sentence Grounding From a Tracking Perspective With Memory Network and Masked Attention	223
Disaggregation Distillation for Person Search	204
Multi-Level Transitional Contrast Learning for Personalized Image Aesthetics Assessment	201
Semantic-Aware Triplet Loss for Image Classification	193
Robust Multi-stage Tracking via Multi-scale and Multi-level Representation Learning	177
Improving Vision Anomaly Detection With the Guidance of Language Modality	155
Towards Fast and Robust Real Image Denoising With Attentive Neural Network and PID Controller	150
Self-Mining the Confident Prototypes for Source-Free Unsupervised Domain Adaptation in Image Segmentation	147
Improving Pre-Trained Model-Based Speech Emotion Recognition From a Low-Level Speech Feature Perspective	140
One-Shot Human Motion Transfer via Occlusion-Robust Flow Prediction and Neural Texturing	135
Quality Assessment for DIBR-Synthesized Views Based on Wavelet Transform and Gradient Magnitude Similarity	131
Few-Shot Generative Model Adaptation via Style-Guided Prompt	129
MHRN: A Multimodal Hierarchical Reasoning Network for Topic Detection	124
Pixel Bleach Network for Detecting Face Forgery Under Compression	123
Rethinking Affine Transform for Efficient Image Enhancement: A Color Space Perspective	122
Bias-Correction Feature Learner for Semi-Supervised Instance Segmentation	118
Asymptotics-Aware Multi-View Subspace Clustering	117
Ensemble Prototype Networks for Unsupervised Cross-Modal Hashing With Cross-Task Consistency	115
BMB: Balanced Memory Bank for Long-Tailed Semi-Supervised Learning	114
Semi-Supervised Domain Adaptation for Major Depressive Disorder Detection	111

MGKsite: Multi-Modal Knowledge-Driven Site Selection via Intra and Inter-Modal Graph Fusion	111
Annealing Genetic GAN for Imbalanced Web Data Learning	110
Adaptive HEVC Video Steganography With High Performance Based on Attention-Net and PU Partition Modes	110
Perceptual Image Hashing Using Feature Fusion of Orthogonal Moments	110
Feature First: Advancing Image-Text Retrieval Through Improved Visual Features	108
Deep Semantic-Consistent Penalizing Hashing for Cross-Modal Retrieval	107
XMusic: Towards a Generalized and Controllable Symbolic Music Generation Framework	107
Dual-task Mutual Reinforcing Embedded Joint Video Paragraph Retrieval and Grounding	103
Exploring Kernel Transformations for Implicit Neural Representations	100
SkyML: A MLaaS Federation Design for Multicloud-Based Multimedia Analytics	98
ICE: Interactive 3D Game Character Facial Editing via Dialogue	96
Total Generate: Cycle in Cycle Generative Adversarial Networks for Generating Human Faces, Hands, Bodies, and Natural Scenes	96
Online Low-Light Sand-Dust Video Enhancement Using Adaptive Dynamic Brightness Correction and a Rolling Guidance Filter	94
Unsupervised Learning-Based Framework for Deepfake Video Detection	92
Semi-Supervised Contrastive Learning With Similarity Co-Calibration	91
Scale Up Composed Image Retrieval Learning via Modification Text Generation	89
Weakly-Supervised 3D Visual Grounding based on Visual Language Alignment	88
Hear Me, See Me, Understand Me: Audio-Visual Autism Behavior Recognition	87
Efficient Cross-Modal Video Retrieval With Meta-Optimized Frames	87
Late Fusion Multiple Kernel Clustering With Local Kernel Alignment Maximization	85
Siamese Alignment Network for Weakly Supervised Video Moment Retrieval	84
Vulnerability of Feature Extractors in 2D Image-Based 3D Object Retrieval	84
SCSP: An Unsupervised Image-to-Image Translation Network Based on Semantic Cooperative Shape Perception	84
Interpretable Graph Convolutional Network for Multi-View Semi-Supervised Learning	83
AMS-Net: Adaptive Multi-Scale Network for Image Compressive Sensing	83
Disentangled Graph Variational Auto-Encoder for Multimodal Recommendation With Interpretability	83
Bidirectional Translation Between UHD-HDR and HD-SDR Videos	82
Neighborhood Contrastive Transformer for Change Captioning	81
SGG-Nets: Generic Rotation-Invariant Plugin Networks for Point Cloud Analysis	81
Structured Attention Network for Referring Image Segmentation	80
A Comprehensive Study on Deep Learning-Based Methods for Sign Language Recognition	80
Progressive Local Filter Pruning for Image Retrieval Acceleration	78
FoodSAM: Any Food Segmentation	76
Hierarchical Equalization Loss for Long-Tailed Instance Segmentation	75
Guided Image-to-Image Translation by Discriminator-Generator Communication	75
A Total Variation With Joint Norms For Infrared and Visible Image Fusion	75
Skeleton-Based Action Recognition With Select-Assemble-Normalize Graph Convolutional Networks	75
PhotoHelper: Portrait Photographing Guidance Via Deep Feature Retrieval and Fusion	74
Dynamic Contrastive Distillation for Image-Text Retrieval	74
Cps-STS: Bridging the Gap Between Content and Position for Coarse-Point-Supervised Scene Text Spotter	73
SLCGC: A lightweight Self-supervised Low-pass Contrastive Graph Clustering Network for Hyperspectral Images	73
DREAMT: Diversity Enlarged Mutual Teaching for Unsupervised Domain Adaptive Person Re-Identification	73
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	67
Human-Centric Behavior Description in Videos: New Benchmark and Model	66
Semi-Supervised Authentically Distorted Image Quality Assessment With Consistency-Preserving Dual-Branch Convolutional Neural Network	65
Dynamic Strategy Prompt Reasoning for Emotional Support Conversation	65
SDE2D: Semantic-Guided Discriminability Enhancement Feature Detector and Descriptor	65

RSNet: Relation Separation Network for Few-Shot Similar Class Recognition	64
A Two-Stream Hybrid Convolution-Transformer Network Architecture for Clothing-Change Person Re-Identification	64
No-Reference Bitstream-Layer Model for Perceptual Quality Assessment of V-PCC Encoded Point Clouds	63
Rate-Adaptive Neural Network for Image Compressive Sensing	63
Multimodal Sentiment Analysis With Image-Text Interaction Network	62
Underwater Image Enhancement With Cascaded Contrastive Learning	62
Cooperative Bargaining Game Based Adaptive Video Multicast Over Mobile Edge Networks	62
High Fidelity Face-Swapping With Style ConvTransformer and Latent Space Selection	61
Video-to-Music Recommendation Using Temporal Alignment of Segments	61
Towards Neural Codec-Empowered 360$^\circ$ Video Streaming: A Saliency-Aided Synergistic Approach	60
STNet: Scale Tree Network With Multi-Level Auxiliator for Crowd Counting	60
Exploring Local and Global Consistent Correlation on Hypergraph for Rotation Invariant Point Cloud Analysis	60
Primary Code Guided Targeted Attack against Cross-modal Hashing Retrieval	60
Low-Light Image Enhancement via Self-Reinforced Retinex Projection Model	60
One-Shot Image-to-Image Translation via Part-Global Learning With a Multi-Adversarial Framework	59
Image-Based Structured Vehicle Behavior Analysis Inspired by Interactive Cognition	59
Style-Agnostic Representation Learning for Visible-Infrared Person Re-Identification	58
Test-Time Model Adaptation for Visual Question Answering With Debiased Self-Supervisions	58
Synthesize Boundaries: A Boundary-Aware Self-Consistent Framework for Weakly Supervised Salient Object Detection	58
Deep Unfolding Network for Image Compressed Sensing by Content-Adaptive Gradient Updating and Deformation-Invariant Non-Local Modeling	58
TPE-ADE: Thumbnail-Preserving Encryption Based on Adaptive Deviation Embedding for JPEG Images	58
Personalized Fashion Recommendation With Discrete Content-Based Tensor Factorization	57
Exploring Kernel-Based Texture Transfer for Pose-Guided Person Image Generation	57
CRSOT: Cross-Resolution Object Tracking Using Unaligned Frame and Event Cameras	56
Exploiting EfficientSAM and Temporal Coherence for Audio-Visual Segmentation	56
Motion Direction Awareness: A Biomimetic Dynamic Capture Mechanism for Video Prediction	56
DA-Net: Density-Aware 3D Object Detection Network for Point Clouds	56
Towards Temporal Event Detection: A Dataset, Benchmarks and Challenges	56
Multi-View User Preference Modeling for Personalized Text-to-Image Generation	56
Sentiment-Enhanced Graph-Based Sarcasm Explanation in Dialogue	55
Spatial-Temporal Saliency Guided Unbiased Contrastive Learning for Video Scene Graph Generation	55
Universal Infrared Image Nonuniformity Correction via Stripe-Aware Attention Network	55
Cross-Domain Sample Relationship Learning for Facial Expression Recognition	54
Can Machines Generate Personalized Music? A Hybrid Favorite-Aware Method for User Preference Music Transfer	54
Video Instance Segmentation by Instance Flow Assembly	54
Employing Bilinear Fusion and Saliency Prior Information for RGB-D Salient Object Detection	54
DEHand: Deformable Encoding for Photo-realistic Free-view and Free-pose Hand Rendering	54
Modeling Sequential Listening Behaviors With Attentive Temporal Point Process for Next and Next New Music Recommendation	54
Investigating the Effective Dynamic Information of Spectral Shapes for Audio Classification	54
Pedestrian Trajectory Prediction Based on Social Interactions Learning With Random Weights	53
Multimodal Progressive Modulation Network for Micro-Video Multi-Label Classification	53
IEIRNet: Inconsistency Exploiting Based Identity Rectification for Face Forgery Detection	52
EPM-Net: Efficient Feature Extraction, Point-Pair Feature Matching for Robust 6-D Pose Estimation	52
Enhanced Context Mining and Filtering for Learned Video Compression	52
BVI-DVC: A Training Database for Deep Video Compression	52
GLFF: Global and Local Feature Fusion for AI-Synthesized Image Detection	51
Prototypical Bidirectional Adaptation and Learning for Cross-Domain Semantic Segmentation	51
Reconstructed Graph Constrained Auto-Encoders for Multi-View Representation Learning	51
Knowledge Distillation-Based Domain-Invariant Representation Learning for Domain Generalization	50
FFFN: Frame-By-Frame Feedback Fusion Network for Video Super-Resolution	50
Improving Fine-Grained Image Classification With Multimodal Information	49
Motion Deblur by Learning Residual From Events	49
Look&listen: Multi-Modal Correlation Learning for Active Speaker Detection and Speech Enhancement	49
VOLTER: Visual Collaboration and Dual-Stream Fusion for Scene Text Recognition	48
Multi-Localized Sensitive Autoencoder-Attention-LSTM For Skeleton-based Action Recognition	48
FedSH: Towards Privacy-Preserving Text-Based Person Re-Identification	48
Reordered $k$-Means: A New Baseline for View-Unaligned Multi-View Clustering	47
Make Graph-Based Referring Expression Comprehension Great Again Through Expression-Guided Dynamic Gating and Regression	47
Towards a Multi-Granulated Statistical Framework for Human–Machine Collaboration in Image Classification	47
Hierarchical Motion-Enhanced Matching Framework for Few-Shot Action Recognition	47
Neuromorphic Similarity Measurement of Tactile Stimuli in Human–Machine Interface	46
Face De-Occlusion With Deep Cascade Guidance Learning	46
Multimodal Evidential Learning for Open-World Weakly-Supervised Video Anomaly Detection	46
TR-Adapter: Parameter-Efficient Transfer Learning for Video Question Answering	46
Decoupled Prototype Learning for Reliable Test-Time Adaptation	46
VatLM: Visual-Audio-Text Pre-Training With Unified Masked Prediction for Speech Representation Learning	46
Blind Video Quality Assessment at the Edge	46
Learning Semantic Polymorphic Mapping for Text-Based Person Retrieval	45
EISNet: A Multi-Modal Fusion Network for Semantic Segmentation With Events and Images	45
Semi-Supervised Knowledge Distillation for Cross-Modal Hashing	45
RaFPN: Relation-Aware Feature Pyramid Network for Dense Image Prediction	45
Cross-Scatter Sparse Dictionary Pair Learning for Cross-Domain Classification	45
AFANet: Adaptive Frequency-Aware Network for Weakly-Supervised Few-Shot Semantic Segmentation	45
Graph Convolutional Network With Unknown Class Number	44
Progressive Learning Model for Big Data Analysis Using Subnetwork and Moore-Penrose Inverse	44
Bidirectional Maximum Entropy Training With Word Co-Occurrence for Video Captioning	44
Edge-Assisted Massive Video Delivery Over Cell-Free Massive MIMO	44
SSPNet: Predicting Visual Saliency Shifts	43
Augment One With Others: Generalizing to Unforeseen Variations for Visual Tracking	43
STFE: A Comprehensive Video-Based Person Re-Identification Network Based on Spatio-Temporal Feature Enhancement	43

Tensorformer: Normalized Matrix Attention Transformer for High-Quality Point Cloud Reconstruction	43
Auxiliary Representation Guided Network for Visible-Infrared Person Re-Identification	43
Collaborative Learning With a Multi-Branch Framework for Feature Enhancement	43
Category-Contrastive Fine-Grained Crowd Counting and Beyond	43
MPPM: A Mobile-Efficient Part Model for Object re-ID	43
Unleashing Knowledge Potential of Source Hypothesis for Source-Free Domain Adaptation	43
Compression of Plenoptic Point Cloud Attributes Using 6-D Point Clouds and 6-D Transforms	42
Instruction-Driven 3D Facial Expression Generation and Transition	42
VRTNet: Vector Rectifier Transformer for Two-View Correspondence Learning	42
Flow Guidance Deformable Compensation Network for Video Frame Interpolation	42
Action-Semantic Consistent Knowledge for Weakly-Supervised Action Localization	42
Unleash the Power of Vision-Language Models by Visual Attention Prompt and Multimodal Interaction	42
LININ: Logic Integrated Neural Inference Network for Explanatory Visual Question Answering	42
Ensemble Learning With Manifold-Based Data Splitting for Noisy Label Correction	42
Inexactly Matched Referring Expression Comprehension With Rationale	42
EraW-Net: Enhance-Refine-Align W-Net for Scene-Associated Driver Attention Estimation	42
Semantics Alternating Enhancement and Bidirectional Aggregation for Referring Video Object Segmentation	41
A Blockchain and Improved Perception Hash Based Copyright Protection Scheme for Purely Chromatic Background Images	41
Simultaneously Training and Compressing Vision-and-Language Pre-Training Model	41
Toward General Cross-Modal Signal Reconstruction for Robotic Teleoperation	41
Self-Supervised Face Image Manipulation by Conditioning GAN on Face Decomposition	41
DIP: Diffusion Learning of Inconsistency Pattern for General DeepFake Detection	41
Speaker-Independent Speech Animation Using Perceptual Loss Functions and Synthetic Data	40
USD: Uncertainty-Based One-Phase Learning to Enhance Pseudo-Label Reliability for Semi-Supervised Object Detection	40
Low-Light Image Enhancement With SAM-Based Structure Priors and Guidance	40
Neural-Enhanced Rate Adaptation and Computation Distribution for Emerging Mmwave Multi-User 3D Video Streaming Systems	40
OpenSlot: Mixed Open-Set Recognition with Object-Centric Learning	40
Differentiable Spatial Regression: A Novel Method for 3D Hand Pose Estimation	40
Multi-Grained Vision-and-Language Model for Medical Image and Text Alignment	40
Improving Visual Object Tracking Through Visual Prompting	40
CenterTube: Tracking Multiple 3D Objects With 4D Tubelets in Dynamic Point Clouds	40
MVL-Net: Pairwise Learning for Multi-View Multiple People Labelling	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
Underwater Adaptive Video Transmissions Using MIMO-Based Software-Defined Acoustic Modems	39
Dense Video Captioning With Early Linguistic Information Fusion	39
Retinex-Based Variational Framework for Low-Light Image Enhancement and Denoising	38
Point Cloud Soft Multicast for Untethered XR Users	38
FGDNet: Fine-Grained Detection Network Towards Face Anti-Spoofing	38
Heterogeneous Hierarchical Feature Aggregation Network for Personalized Micro-Video Recommendation	38
View-Invariant Human Action Recognition Via View Transformation Network (VTN)	38
Joint Intra & Inter-Grained Reasoning: A New Look Into Semantic Consistency of Image-Text Retrieval	38
Uncertainty-Aware Unsupervised Domain Adaptation in Object Detection	38
Compact-Yet-Separate: Proto-Centric Multi-Modal Hashing With Pronounced Category Differences for Multi-Modal Retrieval	38
Noise Imitation Based Adversarial Training for Robust Multimodal Sentiment Analysis	38
Toward Intelligent Design: An AI-Based Fashion Designer Using Generative Adversarial Networks Aided by Sketch and Rendering Generators	38
A Real-Time Semi-Supervised Deep Tone Mapping Network	38
Develop Then Rival: A Human Vision-Inspired Framework for Superimposed Image Decomposition	38
Aggregation-Based Graph Convolutional Hashing for Unsupervised Cross-Modal Retrieval	37
Weakly Supervised Distribution Discrepancy Minimization Learning With State Information for Person Re-Identification	37
Soft Warping Based Unsupervised Domain Adaptation for Stereo Matching	37
A Novel Human Image Sequence Synthesis Method by Pose-Shape-Content Inference	37
LARNet: Towards Lightweight, Accurate and Real-Time Salient Object Detection	37
Prune and Merge: Efficient Token Compression for Vision Transformer With Spatial Information Preserved	37
Manifold-Based Incomplete Multi-View Clustering via Bi-Consistency Guidance	37
Editorial	37
A Pixel Distribution Remapping and Multi-Prior Retinex Variational Model for Underwater Image Enhancement	37
Self-Supervised Graph Convolutional Network for Multi-View Clustering	37
TaoHighlight: Commodity-Aware Multi-Modal Video Highlight Detection in E-Commerce	37
Weakly Supervised Regional and Temporal Learning for Facial Action Unit Recognition	37
Dual-Guided Frequency Prototype Network for Few-Shot Semantic Segmentation	36
DSLL-Face: Distributed Supervision-Integrated Framework for Low-Light Face Detection	36
Video Compressed Sensing Via Wavelet Residual Sampling and Dual-Domain Fusion	36
An Information Compensation Framework for Zero-Shot Skeleton-Based Action Recognition	36
IEEE Transactions on Multimedia Publication Information	36
Zero-Shot Video Event Detection With High-Order Semantic Concept Discovery and Matching	36
Spatial-Temporal Aware-Based Unsupervised Network for Infrared Small Target Detection	36
Dual-Level Masked Semantic Inference for Semi-Supervised Semantic Segmentation	36
Weakly Supervised Few-Shot Semantic Segmentation via Pseudo Mask Enhancement and Meta Learning	36
Multi-modal Depression Detection in Interview via Exploring Emotional Distribution Information	36
Exploit the Best of Both End-to-End and Map-Based Methods for Multi-Focus Image Fusion	36
GITANet: Group Interactive Threshold-Based Attention Network for Hyperspectral Image Classification	36
MorphNeRF: Text-Guided 3D-Aware Editing via Morphing Generative Neural Radiance Fields	36
Feature Weakening, Contextualization, and Discrimination for Weakly Supervised Temporal Action Localization	35
Semantic Distance Adversarial Learning for Text-to-Image Synthesis	35
Learning Sparse and Discriminative Multimodal Feature Codes for Finger Recognition	35
Free$\rm ^{3}$Net: Gliding Free, Orientation Free, and Anchor Free Network for Oriented Object Detection	35
Design of a 5G Multimedia Broadcast Application Function Supporting Adaptive Error Recovery	35
Align and Retrieve: Composition and Decomposition Learning in Image Retrieval With Text Feedback	35
Dual Stream Relation Learning Network for Image-Text Retrieval	35
HGAN: Hierarchical Graph Alignment Network for Image-Text Retrieval	35
DetailRecon: Focusing on Detailed Regions for Online Monocular 3D Reconstruction	35
Privacy-Preserving Image Acquisition for Neural Vision Systems	35
DiffUIE: Learning Latent Global Priors in Diffusion Models for Underwater Image Enhancement	35
Utilizing Greedy Nature for Multimodal Conditional Image Synthesis in Transformers	35
Uncertainty Modeling for Robust Domain Adaptation Under Noisy Environments	34
Detection and Localization of Video Transcoding From AVC to HEVC Based on Deep Representations of Decoded Frames and PU Maps	34
Hash Bit Selection With Reinforcement Learning for Image Retrieval	34
Learning to Learn With Variational Inference for Cross-Domain Image Classification	34
OAFTracker: One-stage Associative Multiple Object Tracking with Fine-grained Orthogonal Representation	34
Multi-Scale Grid Network for Image Deblurring With High-Frequency Guidance	34
Multi-Channel Weight-Sharing Autoencoder Based on Cascade Multi-Head Attention for Multimodal Emotion Recognition	34
An Active Multi-Target Domain Adaptation Strategy: Progressive Class Prototype Rectification	34
Lifelong Fine-Grained Image Retrieval	34
Deep Object Co-Segmentation and Co-Saliency Detection via High-Order Spatial-Semantic Network Modulation	34