IEEE Transactions on Multimedia

Article	Citations
AMS-Net: Adaptive Multi-Scale Network for Image Compressive Sensing	514
Self-Mining the Confident Prototypes for Source-Free Unsupervised Domain Adaptation in Image Segmentation	288
Focusing on Subtle Differences: A Feature Disentanglement Model for Series Photo Selection	273
Semantic-Aware Triplet Loss for Image Classification	206
Bias-Correction Feature Learner for Semi-Supervised Instance Segmentation	200
Weakly-Supervised Video Object Grounding via Learning Uni-Modal Associations	194
Optimal Transport-Based Patch Matching for Image Style Transfer	171
Adaptive Weight Generator for Multi-Task Image Recognition by Task Grouping Prompt	171
Semi-Supervised Domain Adaptation via Joint Transductive and Inductive Subspace Learning	154
Improving Pre-Trained Model-Based Speech Emotion Recognition From a Low-Level Speech Feature Perspective	147
Efficient Cross-Modal Video Retrieval With Meta-Optimized Frames	133
Rethinking Video Sentence Grounding From a Tracking Perspective With Memory Network and Masked Attention	132
Rethinking Affine Transform for Efficient Image Enhancement: A Color Space Perspective	127
Perceptual Image Hashing Using Feature Fusion of Orthogonal Moments	120
SkyML: A MLaaS Federation Design for Multicloud-based Multimedia Analytics	114
Disaggregation Distillation for Person Search	113
Multi-Level Transitional Contrast Learning for Personalized Image Aesthetics Assessment	108
Online Low-Light Sand-Dust Video Enhancement Using Adaptive Dynamic Brightness Correction and a Rolling Guidance Filter	101
Guided Image-to-Image Translation by Discriminator-Generator Communication	101
Pixel Bleach Network for Detecting Face Forgery Under Compression	100
Vulnerability of Feature Extractors in 2D Image-Based 3D Object Retrieval	99
One-shot Human Motion Transfer via Occlusion-Robust Flow Prediction and Neural Texturing	98
A Total Variation With Joint Norms For Infrared and Visible Image Fusion	98
Adaptive HEVC Video Steganography With High Performance Based on Attention-Net and PU Partition Modes	98
SGG-Nets: Generic Rotation-Invariant Plugin Networks for Point Cloud Analysis	97

Feature First: Advancing Image-Text Retrieval Through Improved Visual Features	96
Improving Vision Anomaly Detection With the Guidance of Language Modality	94
BMB: Balanced Memory Bank for Long-Tailed Semi-Supervised Learning	92
Ensemble Prototype Networks for Unsupervised Cross-modal Hashing with Cross-Task Consistency	91
Asymptotics-Aware Multi-View Subspace Clustering	90
Deep Semantic-consistent Penalizing Hashing for Cross-modal Retrieval	89
Neighborhood Contrastive Transformer for Change Captioning	87
Annealing Genetic GAN for Imbalanced Web Data Learning	85
Unsupervised Learning-Based Framework for Deepfake Video Detection	81
Late Fusion Multiple Kernel Clustering With Local Kernel Alignment Maximization	80
ICE: Interactive 3D Game Character Facial Editing via Dialogue	78
Structured Attention Network for Referring Image Segmentation	77
MGKsite: Multi-Modal Knowledge-Driven Site Selection via Intra and Inter-Modal Graph Fusion	77
Dynamic Contrastive Distillation for Image-Text Retrieval	77
SCSP: An Unsupervised Image-to-Image Translation Network Based on Semantic Cooperative Shape Perception	74
Disentangled Graph Variational Auto-Encoder for Multimodal Recommendation With Interpretability	73
Bidirectional Translation Between UHD-HDR and HD-SDR Videos	72
MHRN: A Multimodal Hierarchical Reasoning Network for Topic Detection	72
Progressive Local Filter Pruning for Image Retrieval Acceleration	72
Few-Shot Generative Model Adaptation via Style-Guided Prompt	72
Towards Fast and Robust Real Image Denoising With Attentive Neural Network and PID Controller	70
Semi-Supervised Contrastive Learning With Similarity Co-Calibration	69
Siamese Alignment Network for Weakly Supervised Video Moment Retrieval	68
PhotoHelper: Portrait Photographing Guidance Via Deep Feature Retrieval and Fusion	67
A Comprehensive Study on Deep Learning-Based Methods for Sign Language Recognition	66
Semi-Supervised Domain Adaptation for Major Depressive Disorder Detection	66
Skeleton-Based Action Recognition With Select-Assemble-Normalize Graph Convolutional Networks	65
Hierarchical Equalization Loss for Long-Tailed Instance Segmentation	64
Interpretable Graph Convolutional Network for Multi-View Semi-Supervised Learning	64
Total Generate: Cycle in Cycle Generative Adversarial Networks for Generating Human Faces, Hands, Bodies, and Natural Scenes	64
Dual-task Mutual Reinforcing Embedded Joint Video Paragraph Retrieval and Grounding	63
Quality Assessment for DIBR-Synthesized Views Based on Wavelet Transform and Gradient Magnitude Similarity	63
Hear Me, See Me, Understand Me: Audio-Visual Autism Behavior Recognition	63
Exploring Kernel Transformations for Implicit Neural Representations	63
STNet: Scale Tree Network With Multi-Level Auxiliator for Crowd Counting	62
FoodSAM: Any Food Segmentation	62
Exploring Kernel-Based Texture Transfer for Pose-Guided Person Image Generation	60
Knowledge Distillation-Based Domain-Invariant Representation Learning for Domain Generalization	60
Semi-Supervised Authentically Distorted Image Quality Assessment With Consistency-Preserving Dual-Branch Convolutional Neural Network	60
Look&listen: Multi-Modal Correlation Learning for Active Speaker Detection and Speech Enhancement	59
DREAMT: Diversity Enlarged Mutual Teaching for Unsupervised Domain Adaptive Person Re-Identification	58
Style-Agnostic Representation Learning for Visible-Infrared Person Re-Identification	58
Cps-STS: Bridging the Gap Between Content and Position for Coarse-Point-Supervised Scene Text Spotter	57
Motion Deblur by Learning Residual From Events	56
Exploiting EfficientSAM and Temporal Coherence for Audio-Visual Segmentation	56
EPM-Net: Efficient Feature Extraction, Point-Pair Feature Matching for Robust 6-D Pose Estimation	56
Unsupervised Image and Text Fusion for Travel Information Enhancement	55
Benchmark Dataset and Pair-Wise Ranking Method for Quality Evaluation of Night-Time Image Enhancement	54
Show, Tell and Rephrase: Diverse Video Captioning via Two-Stage Progressive Training	54
Multimodal Progressive Modulation Network for Micro-Video Multi-Label Classification	53

Human-Centric Behavior Description in Videos: New Benchmark and Model	53
CariMe: Unpaired Caricature Generation With Multiple Exaggerations	53
SDE2D: Semantic-Guided Discriminability Enhancement Feature Detector and Descriptor	52
IEIRNet: Inconsistency Exploiting Based Identity Rectification for Face Forgery Detection	52
Dynamic Strategy Prompt Reasoning for Emotional Support Conversation	52
Video-to-Music Recommendation Using Temporal Alignment of Segments	51
GLFF: Global and Local Feature Fusion for AI-Synthesized Image Detection	51
Towards Temporal Event Detection: A Dataset, Benchmarks and Challenges	51
Multi-view User Preference Modeling for Personalized Text-to-Image Generation	51
TPE-ADE: Thumbnail-Preserving Encryption Based on Adaptive Deviation Embedding for JPEG Images	51
Can Machines Generate Personalized Music? A Hybrid Favorite-Aware Method for User Preference Music Transfer	51
Personalized Fashion Recommendation With Discrete Content-Based Tensor Factorization	51
Cooperative Bargaining Game Based Adaptive Video Multicast Over Mobile Edge Networks	50
Employing Bilinear Fusion and Saliency Prior Information for RGB-D Salient Object Detection	50
A Two-Stream Hybrid Convolution-Transformer Network Architecture for Clothing-Change Person Re-Identification	50
Multi-Localized Sensitive Autoencoder-Attention-LSTM For Skeleton-based Action Recognition	50
Deep Unfolding Network for Image Compressed Sensing by Content-Adaptive Gradient Updating and Deformation-Invariant Non-Local Modeling	50
Universal Infrared Image Nonuniformity Correction via Stripe-aware Attention Network	49
DA-Net: Density-Aware 3D Object Detection Network for Point Clouds	49
Towards Neural Codec-Empowered 360$^\circ$ Video Streaming: A Saliency-Aided Synergistic Approach	48
Reconstructed Graph Constrained Auto-Encoders for Multi-View Representation Learning	48
Underwater Image Enhancement With Cascaded Contrastive Learning	48
Prototypical Bidirectional Adaptation and Learning for Cross-Domain Semantic Segmentation	48
Exploring Local and Global Consistent Correlation on Hypergraph for Rotation Invariant Point Cloud Analysis	48
Primary Code Guided Targeted Attack against Cross-modal Hashing Retrieval	48
Investigating the Effective Dynamic Information of Spectral Shapes for Audio Classification	48
Test-Time Model Adaptation for Visual Question Answering With Debiased Self-Supervisions	47
Video Instance Segmentation by Instance Flow Assembly	47
VOLTER: Visual Collaboration and Dual-Stream Fusion for Scene Text Recognition	46
No-Reference Bitstream-Layer Model for Perceptual Quality Assessment of V-PCC Encoded Point Clouds	46
FedSH: Towards Privacy-Preserving Text-Based Person Re-Identification	46
Rate-Adaptive Neural Network for Image Compressive Sensing	46
Cross-Domain Sample Relationship Learning for Facial Expression Recognition	46
Spatial-Temporal Saliency Guided Unbiased Contrastive Learning for Video Scene Graph Generation	45
One-Shot Image-to-Image Translation via Part-Global Learning With a Multi-Adversarial Framework	45
Synthesize Boundaries: A Boundary-Aware Self-Consistent Framework for Weakly Supervised Salient Object Detection	45
Image-Based Structured Vehicle Behavior Analysis Inspired by Interactive Cognition	45
Improving Fine-Grained Image Classification With Multimodal Information	44
Low-Light Image Enhancement via Self-Reinforced Retinex Projection Model	44
High Fidelity Face-Swapping With Style ConvTransformer and Latent Space Selection	44
Modeling Sequential Listening Behaviors With Attentive Temporal Point Process for Next and Next New Music Recommendation	44
Multimodal Sentiment Analysis With Image-Text Interaction Network	44
Enhanced Context Mining and Filtering for Learned Video Compression	44
BVI-DVC: A Training Database for Deep Video Compression	43
RSNet: Relation Separation Network for Few-Shot Similar Class Recognition	43
FFFN: Frame-By-Frame Feedback Fusion Network for Video Super-Resolution	43
Pedestrian Trajectory Prediction Based on Social Interactions Learning With Random Weights	43
Retinex-Based Variational Framework for Low-Light Image Enhancement and Denoising	43
Motion Direction Awareness: A Biomimetic Dynamic Capture Mechanism for Video Prediction	43
Underwater Adaptive Video Transmissions Using MIMO-Based Software-Defined Acoustic Modems	42
Multimodal Evidential Learning for Open-World Weakly-Supervised Video Anomaly Detection	42
RaFPN: Relation-Aware Feature Pyramid Network for Dense Image Prediction	42
Semantics Alternating Enhancement and Bidirectional Aggregation for Referring Video Object Segmentation	42
Low-Light Image Enhancement With SAM-Based Structure Priors and Guidance	42
Towards a Multi-Granulated Statistical Framework for Human–Machine Collaboration in Image Classification	41
DIP: Diffusion Learning of Inconsistency Pattern for General DeepFake Detection	41
FGDNet: Fine-Grained Detection Network Towards Face Anti-Spoofing	41
Make Graph-Based Referring Expression Comprehension Great Again Through Expression-Guided Dynamic Gating and Regression	41
Reordered $k$-Means: A New Baseline for View-Unaligned Multi-View Clustering	41
View-Invariant Human Action Recognition Via View Transformation Network (VTN)	40
Uncertainty-Aware Unsupervised Domain Adaptation in Object Detection	40
Heterogeneous Hierarchical Feature Aggregation Network for Personalized Micro-Video Recommendation	39
Inexactly Matched Referring Expression Comprehension With Rationale	39
Self-Supervised Graph Convolutional Network for Multi-View Clustering	39
Face De-Occlusion With Deep Cascade Guidance Learning	39
Differentiable Spatial Regression: A Novel Method for 3D Hand Pose Estimation	38
MVL-Net: Pairwise Learning for Multi-View Multiple People Labelling	38
A Pixel Distribution Remapping and Multi-Prior Retinex Variational Model for Underwater Image Enhancement	38
EISNet: A Multi-Modal Fusion Network for Semantic Segmentation With Events and Images	38
Dense Video Captioning With Early Linguistic Information Fusion	38
Going the Extra Mile in Face Image Quality Assessment: A Novel Database and Model	38
Neuromorphic Similarity Measurement of Tactile Stimuli in Human–Machine Interface	37
Toward General Cross-Modal Signal Reconstruction for Robotic Teleoperation	37
Edge-Assisted Massive Video Delivery Over Cell-Free Massive MIMO	37
Bidirectional Maximum Entropy Training With Word Co-Occurrence for Video Captioning	37
Progressive Learning Model for Big Data Analysis Using Subnetwork and Moore-Penrose Inverse	37
VRTNet: Vector Rectifier Transformer for Two-View Correspondence Learning	36
Tensorformer: Normalized Matrix Attention Transformer for High-Quality Point Cloud Reconstruction	36
Graph Convolutional Network With Unknown Class Number	36
Joint Intra & Inter-Grained Reasoning: A New Look Into Semantic Consistency of Image-Text Retrieval	36

SSPNet: Predicting Visual Saliency Shifts	36
Prune and Merge: Efficient Token Compression for Vision Transformer with Spatial Information Preserved	36
Auxiliary Representation Guided Network for Visible-Infrared Person Re-Identification	35
Augment One With Others: Generalizing to Unforeseen Variations for Visual Tracking	35
USD: Uncertainty-Based One-Phase Learning to Enhance Pseudo-Label Reliability for Semi-Supervised Object Detection	35
Unleashing Knowledge Potential of Source Hypothesis for Source-Free Domain Adaptation	35
Cross-Scatter Sparse Dictionary Pair Learning for Cross-Domain Classification	35
AFANet: Adaptive Frequency-Aware Network for Weakly-Supervised Few-Shot Semantic Segmentation	35
Develop Then Rival: A Human Vision-Inspired Framework for Superimposed Image Decomposition	35
STFE: A Comprehensive Video-Based Person Re-Identification Network Based on Spatio-Temporal Feature Enhancement	35
Category-Contrastive Fine-Grained Crowd Counting and Beyond	35
A Real-Time Semi-Supervised Deep Tone Mapping Network	35
MPPM: A Mobile-Efficient Part Model for Object re-ID	35
Self-Supervised Face Image Manipulation by Conditioning GAN on Face Decomposition	35
Decoupled Prototype Learning for Reliable Test-Time Adaptation	35
Simultaneously Training and Compressing Vision-and-Language Pre-Training Model	34
Ensemble Learning With Manifold-Based Data Splitting for Noisy Label Correction	34
Compression of Plenoptic Point Cloud Attributes Using 6-D Point Clouds and 6-D Transforms	34
Point Cloud Soft Multicast for Untethered XR Users	34
Action-Semantic Consistent Knowledge for Weakly-Supervised Action Localization	34
TR-Adapter: Parameter-Efficient Transfer Learning for Video Question Answering	34
Speaker-Independent Speech Animation Using Perceptual Loss Functions and Synthetic Data	34
Collaborative Learning With a Multi-Branch Framework for Feature Enhancement	34
Learning Semantic Polymorphic Mapping for Text-Based Person Retrieval	34
CenterTube: Tracking Multiple 3D Objects With 4D Tubelets in Dynamic Point Clouds	34
Blind Video Quality Assessment at the Edge	34
Hierarchical Motion-Enhanced Matching Framework for Few-shot Action Recognition	33
Flow Guidance Deformable Compensation Network for Video Frame Interpolation	33
VatLM: Visual-Audio-Text Pre-Training With Unified Masked Prediction for Speech Representation Learning	33
LININ: Logic Integrated Neural Inference Network for Explanatory Visual Question Answering	33
Improving Visual Object Tracking through Visual Prompting	33
Unleash the Power of Vision-Language Models by Visual Attention Prompt and Multi-modal Interaction	33
Instruction-Driven 3D Facial Expression Generation and Transition	33
Weakly Supervised Distribution Discrepancy Minimization Learning With State Information for Person Re-Identification	32
Noise Imitation Based Adversarial Training for Robust Multimodal Sentiment Analysis	32
Toward Intelligent Design: An AI-Based Fashion Designer Using Generative Adversarial Networks Aided by Sketch and Rendering Generators	32
Exploiting Informative Video Segments for Temporal Action Localization	32
Lifelong Fine-Grained Image Retrieval	32
Manifold-Based Incomplete Multi-View Clustering via Bi-Consistency Guidance	32
Semi-Supervised Knowledge Distillation for Cross-Modal Hashing	32
Aggregation-Based Graph Convolutional Hashing for Unsupervised Cross-Modal Retrieval	32
Hash Bit Selection With Reinforcement Learning for Image Retrieval	32
LARNet: Towards Lightweight, Accurate and Real-Time Salient Object Detection	32
Compact-yet-Separate: Proto-centric Multi-modal Hashing with Pronounced Category Differences for Multi-modal Retrieval	32
Textual Enhanced Adaptive Meta-Fusion for Few-Shot Visual Recognition	32
Dual Stream Relation Learning Network for Image-Text Retrieval	32
Domain-Oriented Knowledge Transfer for Cross-Domain Recommendation	31
Zero-Shot Video Event Detection With High-Order Semantic Concept Discovery and Matching	31
Fast and Effective: Progressive Hierarchical Fusion Classification for Remote Sensing Images	31
TaoHighlight: Commodity-Aware Multi-Modal Video Highlight Detection in E-Commerce	31
Downstream-Pretext Domain Knowledge Traceback for Active Learning	31
Discover Micro-Influencers for Brands via Better Understanding	30
Feature Weakening, Contextualization, and Discrimination for Weakly Supervised Temporal Action Localization	30
Multi-Channel Weight-Sharing Autoencoder Based on Cascade Multi-Head Attention for Multimodal Emotion Recognition	30
Learning to Learn With Variational Inference for Cross-Domain Image Classification	30
Soft Warping Based Unsupervised Domain Adaptation for Stereo Matching	30
DiffUIE: Learning Latent Global Priors in Diffusion Models for Underwater Image Enhancement	30
Utilizing Greedy Nature for Multimodal Conditional Image Synthesis in Transformers	30
Semantic Distance Adversarial Learning for Text-to-Image Synthesis	30
Adaptive Recurrent Forward Network for Dense Point Cloud Completion	30
Editorial	30
Weakly Supervised Regional and Temporal Learning for Facial Action Unit Recognition	30
GITANet: Group Interactive Threshold-based Attention Network for Hyperspectral Image Classification	29
Design of a 5G Multimedia Broadcast Application Function Supporting Adaptive Error Recovery	29
MorphNeRF: Text-Guided 3D-Aware Editing via Morphing Generative Neural Radiance Fields	29
An Information Compensation Framework for Zero-Shot Skeleton-based Action Recognition	29
A Novel Human Image Sequence Synthesis Method by Pose-Shape-Content Inference	29
DetailRecon: Focusing on Detailed Regions for Online Monocular 3D Reconstruction	29
Video Compressed Sensing Via Wavelet Residual Sampling and Dual-Domain Fusion	29
A Super-Resolution Flexible Video Coding Solution for Improving Live Streaming Quality	29
Detection and Localization of Video Transcoding From AVC to HEVC Based on Deep Representations of Decoded Frames and PU Maps	29
Uncertainty Modeling for Robust Domain Adaptation Under Noisy Environments	29
Frefusion: Frequency Domain Transformer for Infrared and Visible Image Fusion	29
Dual-Level Masked Semantic Inference for Semi-Supervised Semantic Segmentation	29
Multi-Modal Context Propagation for Person Re-Identification With Wireless Positioning	29
Spatial-Temporal Aware-based Unsupervised Network for Infrared Small Target Detection	29
IEEE Transactions on Multimedia Publication Information	29
Exploit the Best of Both End-to-End and Map-Based Methods for Multi-Focus Image Fusion	29
End-to-End Blind Video Quality Assessment Based on Visual and Memory Attention Modeling	29
Registration of Multiview Point Clouds With Unknown Overlap	29
De-END: Decoder-Driven Watermarking Network	28
Weakly Supervised Few-Shot Semantic Segmentation via Pseudo Mask Enhancement and Meta Learning	28
Category-Aware Multimodal Attention Network for Fashion Compatibility Modeling	28
An Active Multi-Target Domain Adaptation Strategy: Progressive Class Prototype Rectification	28
Frequency-Based Matcher for Long-Tailed Semantic Segmentation	28
Mutual Dual-Task Generator With Adaptive Attention Fusion for Image Inpainting	28
CCAFNet: Crossflow and Cross-Scale Adaptive Fusion Network for Detecting Salient Objects in RGB-D Images	28
User-Generated Video Quality Assessment: A Subjective and Objective Study	28
HGAN: Hierarchical Graph Alignment Network for Image-Text Retrieval	28
Long and Recent Preference Learning with Recent-k Items Distribution for Recommender System	28
Privacy-Preserving Image Acquisition for Neural Vision Systems	28
Align and Retrieve: Composition and Decomposition Learning in Image Retrieval With Text Feedback	28
Cross-Receptive Focused Inference Network for Lightweight Image Super-Resolution	28
Knowledge-Enhanced Causal Reinforcement Learning Model for Interactive Recommendation	28
USID-Net: Unsupervised Single Image Dehazing Network via Disentangled Representations	28