IEEE Transactions on Multimedia

Article	Citations
Self-Mining the Confident Prototypes for Source-Free Unsupervised Domain Adaptation in Image Segmentation	577
Focusing on Subtle Differences: A Feature Disentanglement Model for Series Photo Selection	330
Weakly-Supervised Video Object Grounding via Learning Uni-Modal Associations	292
Optimal Transport-Based Patch Matching for Image Style Transfer	216
Adaptive Weight Generator for Multi-Task Image Recognition by Task Grouping Prompt	214
Semi-Supervised Domain Adaptation via Joint Transductive and Inductive Subspace Learning	198
Improving Pre-Trained Model-Based Speech Emotion Recognition From a Low-Level Speech Feature Perspective	189
Rethinking Video Sentence Grounding From a Tracking Perspective With Memory Network and Masked Attention	182
Disaggregation Distillation for Person Search	165
Multi-Level Transitional Contrast Learning for Personalized Image Aesthetics Assessment	164
Guided Image-to-Image Translation by Discriminator-Generator Communication	151
One-shot Human Motion Transfer via Occlusion-Robust Flow Prediction and Neural Texturing	140
SGG-Nets: Generic Rotation-Invariant Plugin Networks for Point Cloud Analysis	136
Siamese Alignment Network for Weakly Supervised Video Moment Retrieval	126
Towards Fast and Robust Real Image Denoising With Attentive Neural Network and PID Controller	126
PhotoHelper: Portrait Photographing Guidance Via Deep Feature Retrieval and Fusion	125
Robust Multi-stage Tracking via Multi-scale and Multi-level Representation Learning	112
Semantic-Aware Triplet Loss for Image Classification	112
Improving Vision Anomaly Detection With the Guidance of Language Modality	110
MGKsite: Multi-Modal Knowledge-Driven Site Selection via Intra and Inter-Modal Graph Fusion	109
Few-Shot Generative Model Adaptation via Style-Guided Prompt	107
SCSP: An Unsupervised Image-to-Image Translation Network Based on Semantic Cooperative Shape Perception	105
Pixel Bleach Network for Detecting Face Forgery Under Compression	104
MHRN: A Multimodal Hierarchical Reasoning Network for Topic Detection	104
Rethinking Affine Transform for Efficient Image Enhancement: A Color Space Perspective	104

Dynamic Contrastive Distillation for Image-Text Retrieval	103
Bias-Correction Feature Learner for Semi-Supervised Instance Segmentation	103
Semi-Supervised Domain Adaptation for Major Depressive Disorder Detection	102
Hear Me, See Me, Understand Me: Audio-Visual Autism Behavior Recognition	101
Disentangled Graph Variational Auto-Encoder for Multimodal Recommendation With Interpretability	100
Asymptotics-Aware Multi-View Subspace Clustering	95
Unsupervised Learning-Based Framework for Deepfake Video Detection	95
Ensemble Prototype Networks for Unsupervised Cross-Modal Hashing With Cross-Task Consistency	94
BMB: Balanced Memory Bank for Long-Tailed Semi-Supervised Learning	90
A Comprehensive Study on Deep Learning-Based Methods for Sign Language Recognition	90
Feature First: Advancing Image-Text Retrieval Through Improved Visual Features	89
Efficient Cross-Modal Video Retrieval With Meta-Optimized Frames	85
Vulnerability of Feature Extractors in 2D Image-Based 3D Object Retrieval	85
Dual-task Mutual Reinforcing Embedded Joint Video Paragraph Retrieval and Grounding	84
SkyML: A MLaaS Federation Design for Multicloud-Based Multimedia Analytics	82
Exploring Kernel Transformations for Implicit Neural Representations	82
Hierarchical Equalization Loss for Long-Tailed Instance Segmentation	82
Adaptive HEVC Video Steganography With High Performance Based on Attention-Net and PU Partition Modes	78
Bidirectional Translation Between UHD-HDR and HD-SDR Videos	77
ICE: Interactive 3D Game Character Facial Editing via Dialogue	76
Structured Attention Network for Referring Image Segmentation	75
Total Generate: Cycle in Cycle Generative Adversarial Networks for Generating Human Faces, Hands, Bodies, and Natural Scenes	75
Online Low-Light Sand-Dust Video Enhancement Using Adaptive Dynamic Brightness Correction and a Rolling Guidance Filter	74
Quality Assessment for DIBR-Synthesized Views Based on Wavelet Transform and Gradient Magnitude Similarity	74
Deep Semantic-consistent Penalizing Hashing for Cross-modal Retrieval	74
Progressive Local Filter Pruning for Image Retrieval Acceleration	74
Perceptual Image Hashing Using Feature Fusion of Orthogonal Moments	74
Semi-Supervised Contrastive Learning With Similarity Co-Calibration	74
A Total Variation With Joint Norms For Infrared and Visible Image Fusion	73
AMS-Net: Adaptive Multi-Scale Network for Image Compressive Sensing	72
FoodSAM: Any Food Segmentation	72
Annealing Genetic GAN for Imbalanced Web Data Learning	71
Skeleton-Based Action Recognition With Select-Assemble-Normalize Graph Convolutional Networks	70
Late Fusion Multiple Kernel Clustering With Local Kernel Alignment Maximization	70
Neighborhood Contrastive Transformer for Change Captioning	69
Interpretable Graph Convolutional Network for Multi-View Semi-Supervised Learning	69
Cps-STS: Bridging the Gap Between Content and Position for Coarse-Point-Supervised Scene Text Spotter	67
DREAMT: Diversity Enlarged Mutual Teaching for Unsupervised Domain Adaptive Person Re-Identification	67
Benchmark Dataset and Pair-Wise Ranking Method for Quality Evaluation of Night-Time Image Enhancement	66
Unsupervised Image and Text Fusion for Travel Information Enhancement	66
Show, Tell and Rephrase: Diverse Video Captioning via Two-Stage Progressive Training	66
Multimodal Progressive Modulation Network for Micro-Video Multi-Label Classification	64
CariMe: Unpaired Caricature Generation With Multiple Exaggerations	64
Human-Centric Behavior Description in Videos: New Benchmark and Model	62
Dynamic Strategy Prompt Reasoning for Emotional Support Conversation	61
SDE2D: Semantic-Guided Discriminability Enhancement Feature Detector and Descriptor	61
Cooperative Bargaining Game Based Adaptive Video Multicast Over Mobile Edge Networks	60
Multi-Localized Sensitive Autoencoder-Attention-LSTM For Skeleton-based Action Recognition	60
IEIRNet: Inconsistency Exploiting Based Identity Rectification for Face Forgery Detection	60
Employing Bilinear Fusion and Saliency Prior Information for RGB-D Salient Object Detection	58

Knowledge Distillation-Based Domain-Invariant Representation Learning for Domain Generalization	58
GLFF: Global and Local Feature Fusion for AI-Synthesized Image Detection	58
Semi-Supervised Authentically Distorted Image Quality Assessment With Consistency-Preserving Dual-Branch Convolutional Neural Network	58
Deep Unfolding Network for Image Compressed Sensing by Content-Adaptive Gradient Updating and Deformation-Invariant Non-Local Modeling	57
Prototypical Bidirectional Adaptation and Learning for Cross-Domain Semantic Segmentation	57
No-Reference Bitstream-Layer Model for Perceptual Quality Assessment of V-PCC Encoded Point Clouds	56
Enhanced Context Mining and Filtering for Learned Video Compression	55
Exploring Local and Global Consistent Correlation on Hypergraph for Rotation Invariant Point Cloud Analysis	55
Primary Code Guided Targeted Attack against Cross-modal Hashing Retrieval	55
Video Instance Segmentation by Instance Flow Assembly	54
Towards Neural Codec-Empowered 360$^\circ$ Video Streaming: A Saliency-Aided Synergistic Approach	54
Reconstructed Graph Constrained Auto-Encoders for Multi-View Representation Learning	54
Investigating the Effective Dynamic Information of Spectral Shapes for Audio Classification	54
VOLTER: Visual Collaboration and Dual-Stream Fusion for Scene Text Recognition	53
One-Shot Image-to-Image Translation via Part-Global Learning With a Multi-Adversarial Framework	53
Image-Based Structured Vehicle Behavior Analysis Inspired by Interactive Cognition	53
FedSH: Towards Privacy-Preserving Text-Based Person Re-Identification	52
Pedestrian Trajectory Prediction Based on Social Interactions Learning With Random Weights	52
Style-Agnostic Representation Learning for Visible-Infrared Person Re-Identification	52
Test-Time Model Adaptation for Visual Question Answering With Debiased Self-Supervisions	52
Improving Fine-Grained Image Classification With Multimodal Information	52
High Fidelity Face-Swapping With Style ConvTransformer and Latent Space Selection	51
STNet: Scale Tree Network With Multi-Level Auxiliator for Crowd Counting	51
Towards Temporal Event Detection: A Dataset, Benchmarks and Challenges	51
EPM-Net: Efficient Feature Extraction, Point-Pair Feature Matching for Robust 6-D Pose Estimation	51
Underwater Image Enhancement With Cascaded Contrastive Learning	51
Modeling Sequential Listening Behaviors With Attentive Temporal Point Process for Next and Next New Music Recommendation	51
Exploiting EfficientSAM and Temporal Coherence for Audio-Visual Segmentation	50
Sentiment-Enhanced Graph-Based Sarcasm Explanation in Dialogue	50
Spatial-Temporal Saliency Guided Unbiased Contrastive Learning for Video Scene Graph Generation	50
Motion Direction Awareness: A Biomimetic Dynamic Capture Mechanism for Video Prediction	50
Multi-View User Preference Modeling for Personalized Text-to-Image Generation	50
Motion Deblur by Learning Residual From Events	50
RSNet: Relation Separation Network for Few-Shot Similar Class Recognition	50
DA-Net: Density-Aware 3D Object Detection Network for Point Clouds	50
Synthesize Boundaries: A Boundary-Aware Self-Consistent Framework for Weakly Supervised Salient Object Detection	50
A Two-Stream Hybrid Convolution-Transformer Network Architecture for Clothing-Change Person Re-Identification	49
Universal Infrared Image Nonuniformity Correction via Stripe-Aware Attention Network	49
Personalized Fashion Recommendation With Discrete Content-Based Tensor Factorization	49
Exploring Kernel-Based Texture Transfer for Pose-Guided Person Image Generation	48
DEHand: Deformable Encoding for Photo-realistic Free-view and Free-pose Hand Rendering	48
Can Machines Generate Personalized Music? A Hybrid Favorite-Aware Method for User Preference Music Transfer	48
BVI-DVC: A Training Database for Deep Video Compression	47
Video-to-Music Recommendation Using Temporal Alignment of Segments	47
FFFN: Frame-By-Frame Feedback Fusion Network for Video Super-Resolution	46
Look&listen: Multi-Modal Correlation Learning for Active Speaker Detection and Speech Enhancement	46
Low-Light Image Enhancement via Self-Reinforced Retinex Projection Model	46
Reordered $k$-Means: A New Baseline for View-Unaligned Multi-View Clustering	45
Cross-Domain Sample Relationship Learning for Facial Expression Recognition	45
TPE-ADE: Thumbnail-Preserving Encryption Based on Adaptive Deviation Embedding for JPEG Images	45
Multimodal Sentiment Analysis With Image-Text Interaction Network	45
Towards a Multi-Granulated Statistical Framework for Human–Machine Collaboration in Image Classification	45
Rate-Adaptive Neural Network for Image Compressive Sensing	45
Blind Video Quality Assessment at the Edge	44
TR-Adapter: Parameter-Efficient Transfer Learning for Video Question Answering	44
Toward General Cross-Modal Signal Reconstruction for Robotic Teleoperation	44
Make Graph-Based Referring Expression Comprehension Great Again Through Expression-Guided Dynamic Gating and Regression	44
FGDNet: Fine-Grained Detection Network Towards Face Anti-Spoofing	44
Hierarchical Motion-Enhanced Matching Framework for Few-Shot Action Recognition	44
Dense Video Captioning With Early Linguistic Information Fusion	44
Toward Intelligent Design: An AI-Based Fashion Designer Using Generative Adversarial Networks Aided by Sketch and Rendering Generators	43
Multimodal Evidential Learning for Open-World Weakly-Supervised Video Anomaly Detection	43
Face De-Occlusion With Deep Cascade Guidance Learning	43
VatLM: Visual-Audio-Text Pre-Training With Unified Masked Prediction for Speech Representation Learning	43
Learning Semantic Polymorphic Mapping for Text-Based Person Retrieval	43
CenterTube: Tracking Multiple 3D Objects With 4D Tubelets in Dynamic Point Clouds	42
Manifold-Based Incomplete Multi-View Clustering via Bi-Consistency Guidance	42
EISNet: A Multi-Modal Fusion Network for Semantic Segmentation With Events and Images	42
Decoupled Prototype Learning for Reliable Test-Time Adaptation	42
Progressive Learning Model for Big Data Analysis Using Subnetwork and Moore-Penrose Inverse	42
Neuromorphic Similarity Measurement of Tactile Stimuli in Human–Machine Interface	42
MVL-Net: Pairwise Learning for Multi-View Multiple People Labelling	42
Edge-Assisted Massive Video Delivery Over Cell-Free Massive MIMO	42
Graph Convolutional Network With Unknown Class Number	41
Bidirectional Maximum Entropy Training With Word Co-Occurrence for Video Captioning	41
SSPNet: Predicting Visual Saliency Shifts	40
Category-Contrastive Fine-Grained Crowd Counting and Beyond	40
Prune and Merge: Efficient Token Compression for Vision Transformer with Spatial Information Preserved	40
Auxiliary Representation Guided Network for Visible-Infrared Person Re-Identification	40
Tensorformer: Normalized Matrix Attention Transformer for High-Quality Point Cloud Reconstruction	40

Joint Intra & Inter-Grained Reasoning: A New Look Into Semantic Consistency of Image-Text Retrieval	40
Cross-Scatter Sparse Dictionary Pair Learning for Cross-Domain Classification	40
A Real-Time Semi-Supervised Deep Tone Mapping Network	39
Unleashing Knowledge Potential of Source Hypothesis for Source-Free Domain Adaptation	39
AFANet: Adaptive Frequency-Aware Network for Weakly-Supervised Few-Shot Semantic Segmentation	39
Augment One With Others: Generalizing to Unforeseen Variations for Visual Tracking	39
MPPM: A Mobile-Efficient Part Model for Object re-ID	39
STFE: A Comprehensive Video-Based Person Re-Identification Network Based on Spatio-Temporal Feature Enhancement	38
Action-Semantic Consistent Knowledge for Weakly-Supervised Action Localization	38
Point Cloud Soft Multicast for Untethered XR Users	38
Speaker-Independent Speech Animation Using Perceptual Loss Functions and Synthetic Data	38
Collaborative Learning With a Multi-Branch Framework for Feature Enhancement	38
LININ: Logic Integrated Neural Inference Network for Explanatory Visual Question Answering	37
Textual Enhanced Adaptive Meta-Fusion for Few-Shot Visual Recognition	37
Compression of Plenoptic Point Cloud Attributes Using 6-D Point Clouds and 6-D Transforms	37
Flow Guidance Deformable Compensation Network for Video Frame Interpolation	37
Ensemble Learning With Manifold-Based Data Splitting for Noisy Label Correction	37
Unleash the Power of Vision-Language Models by Visual Attention Prompt and Multimodal Interaction	36
VRTNet: Vector Rectifier Transformer for Two-View Correspondence Learning	36
Compact-yet-Separate: Proto-centric Multi-modal Hashing with Pronounced Category Differences for Multi-modal Retrieval	36
Going the Extra Mile in Face Image Quality Assessment: A Novel Database and Model	36
Simultaneously Training and Compressing Vision-and-Language Pre-Training Model	36
Underwater Adaptive Video Transmissions Using MIMO-Based Software-Defined Acoustic Modems	36
EraW-Net: Enhance-Refine-Align W-Net for Scene-Associated Driver Attention Estimation	36
OpenSlot: Mixed Open-Set Recognition with Object-Centric Learning	36
Semantics Alternating Enhancement and Bidirectional Aggregation for Referring Video Object Segmentation	36
Instruction-Driven 3D Facial Expression Generation and Transition	36
Inexactly Matched Referring Expression Comprehension With Rationale	36
Improving Visual Object Tracking Through Visual Prompting	36
Differentiable Spatial Regression: A Novel Method for 3D Hand Pose Estimation	35
USD: Uncertainty-Based One-Phase Learning to Enhance Pseudo-Label Reliability for Semi-Supervised Object Detection	35
View-Invariant Human Action Recognition Via View Transformation Network (VTN)	35
Heterogeneous Hierarchical Feature Aggregation Network for Personalized Micro-Video Recommendation	35
Retinex-Based Variational Framework for Low-Light Image Enhancement and Denoising	35
Uncertainty-Aware Unsupervised Domain Adaptation in Object Detection	35
LARNet: Towards Lightweight, Accurate and Real-Time Salient Object Detection	35
RaFPN: Relation-Aware Feature Pyramid Network for Dense Image Prediction	35
DIP: Diffusion Learning of Inconsistency Pattern for General DeepFake Detection	35
A Pixel Distribution Remapping and Multi-Prior Retinex Variational Model for Underwater Image Enhancement	35
Develop Then Rival: A Human Vision-Inspired Framework for Superimposed Image Decomposition	35
Low-Light Image Enhancement With SAM-Based Structure Priors and Guidance	35
Semi-Supervised Knowledge Distillation for Cross-Modal Hashing	35
Noise Imitation Based Adversarial Training for Robust Multimodal Sentiment Analysis	35
Downstream-Pretext Domain Knowledge Traceback for Active Learning	34
Adaptive Recurrent Forward Network for Dense Point Cloud Completion	34
Self-Supervised Face Image Manipulation by Conditioning GAN on Face Decomposition	34
Exploiting Informative Video Segments for Temporal Action Localization	34
TaoHighlight: Commodity-Aware Multi-Modal Video Highlight Detection in E-Commerce	34
Editorial	34
Aggregation-Based Graph Convolutional Hashing for Unsupervised Cross-Modal Retrieval	34
Weakly Supervised Distribution Discrepancy Minimization Learning With State Information for Person Re-Identification	34
Soft Warping Based Unsupervised Domain Adaptation for Stereo Matching	34
Self-Supervised Graph Convolutional Network for Multi-View Clustering	34
Dual Stream Relation Learning Network for Image-Text Retrieval	34
Frefusion: Frequency Domain Transformer for Infrared and Visible Image Fusion	33
End-to-End Blind Video Quality Assessment Based on Visual and Memory Attention Modeling	33
MorphNeRF: Text-Guided 3D-Aware Editing via Morphing Generative Neural Radiance Fields	33
Spatial-Temporal Aware-based Unsupervised Network for Infrared Small Target Detection	33
Multi-Modal Context Propagation for Person Re-Identification With Wireless Positioning	33
Weakly Supervised Few-Shot Semantic Segmentation via Pseudo Mask Enhancement and Meta Learning	33
Deep Object Co-Segmentation and Co-Saliency Detection via High-Order Spatial-Semantic Network Modulation	33
Weakly Supervised Regional and Temporal Learning for Facial Action Unit Recognition	33
A Novel Human Image Sequence Synthesis Method by Pose-Shape-Content Inference	33
IEEE Transactions on Multimedia Publication Information	33
Free$\rm ^{3}$Net: Gliding Free, Orientation Free, and Anchor Free Network for Oriented Object Detection	33
Dual-Guided Frequency Prototype Network for Few-Shot Semantic Segmentation	33
Frequency-Based Matcher for Long-Tailed Semantic Segmentation	33
Dual-Level Masked Semantic Inference for Semi-Supervised Semantic Segmentation	33
Detection and Localization of Video Transcoding From AVC to HEVC Based on Deep Representations of Decoded Frames and PU Maps	33
Exploit the Best of Both End-to-End and Map-Based Methods for Multi-Focus Image Fusion	33
An Information Compensation Framework for Zero-Shot Skeleton-based Action Recognition	33
Video Compressed Sensing Via Wavelet Residual Sampling and Dual-Domain Fusion	33
Align and Retrieve: Composition and Decomposition Learning in Image Retrieval With Text Feedback	33
Zero-Shot Video Event Detection With High-Order Semantic Concept Discovery and Matching	33
Fast and Effective: Progressive Hierarchical Fusion Classification for Remote Sensing Images	32
DiffUIE: Learning Latent Global Priors in Diffusion Models for Underwater Image Enhancement	32
Hash Bit Selection With Reinforcement Learning for Image Retrieval	32
EgoFish3D: Egocentric 3D Pose Estimation From a Fisheye Camera via Self-Supervised Learning	32
De-END: Decoder-Driven Watermarking Network	32
DetailRecon: Focusing on Detailed Regions for Online Monocular 3D Reconstruction	32
Design of a 5G Multimedia Broadcast Application Function Supporting Adaptive Error Recovery	32
Domain-Oriented Knowledge Transfer for Cross-Domain Recommendation	32
Feature Weakening, Contextualization, and Discrimination for Weakly Supervised Temporal Action Localization	32
An Active Multi-Target Domain Adaptation Strategy: Progressive Class Prototype Rectification	32
Multi-Scale Grid Network for Image Deblurring With High-Frequency Guidance	32
Mutual Dual-Task Generator With Adaptive Attention Fusion for Image Inpainting	32
HGAN: Hierarchical Graph Alignment Network for Image-Text Retrieval	32
Registration of Multiview Point Clouds With Unknown Overlap	32
Privacy-Preserving Image Acquisition for Neural Vision Systems	31
Learning to Learn With Variational Inference for Cross-Domain Image Classification	31
A Super-Resolution Flexible Video Coding Solution for Improving Live Streaming Quality	31
Semantic Distance Adversarial Learning for Text-to-Image Synthesis	31
Cross-Receptive Focused Inference Network for Lightweight Image Super-Resolution	31
Utilizing Greedy Nature for Multimodal Conditional Image Synthesis in Transformers	31
Lifelong Fine-Grained Image Retrieval	31