IEEE Transactions on Multimedia

Article	Citations
AMS-Net: Adaptive Multi-Scale Network for Image Compressive Sensing	545
Self-Mining the Confident Prototypes for Source-Free Unsupervised Domain Adaptation in Image Segmentation	305
Focusing on Subtle Differences: A Feature Disentanglement Model for Series Photo Selection	282
Semantic-Aware Triplet Loss for Image Classification	213
Weakly-Supervised Video Object Grounding via Learning Uni-Modal Associations	206
Optimal Transport-Based Patch Matching for Image Style Transfer	198
Adaptive Weight Generator for Multi-Task Image Recognition by Task Grouping Prompt	183
Semi-Supervised Domain Adaptation via Joint Transductive and Inductive Subspace Learning	177
Improving Pre-Trained Model-Based Speech Emotion Recognition From a Low-Level Speech Feature Perspective	158
Perceptual Image Hashing Using Feature Fusion of Orthogonal Moments	149
Rethinking Video Sentence Grounding From a Tracking Perspective With Memory Network and Masked Attention	149
Disaggregation Distillation for Person Search	139
Multi-Level Transitional Contrast Learning for Personalized Image Aesthetics Assessment	133
Guided Image-to-Image Translation by Discriminator-Generator Communication	123
Online Low-Light Sand-Dust Video Enhancement Using Adaptive Dynamic Brightness Correction and a Rolling Guidance Filter	121
One-shot Human Motion Transfer via Occlusion-Robust Flow Prediction and Neural Texturing	118
SGG-Nets: Generic Rotation-Invariant Plugin Networks for Point Cloud Analysis	109
Improving Vision Anomaly Detection With the Guidance of Language Modality	105
Feature First: Advancing Image-Text Retrieval Through Improved Visual Features	105
Ensemble Prototype Networks for Unsupervised Cross-modal Hashing with Cross-Task Consistency	103
BMB: Balanced Memory Bank for Long-Tailed Semi-Supervised Learning	103
Asymptotics-Aware Multi-View Subspace Clustering	102
MGKsite: Multi-Modal Knowledge-Driven Site Selection via Intra and Inter-Modal Graph Fusion	101
Neighborhood Contrastive Transformer for Change Captioning	101
Few-Shot Generative Model Adaptation via Style-Guided Prompt	99

Disentangled Graph Variational Auto-Encoder for Multimodal Recommendation With Interpretability	99
MHRN: A Multimodal Hierarchical Reasoning Network for Topic Detection	98
SCSP: An Unsupervised Image-to-Image Translation Network Based on Semantic Cooperative Shape Perception	98
Towards Fast and Robust Real Image Denoising With Attentive Neural Network and PID Controller	97
Skeleton-Based Action Recognition With Select-Assemble-Normalize Graph Convolutional Networks	95
Pixel Bleach Network for Detecting Face Forgery Under Compression	94
Semi-Supervised Contrastive Learning With Similarity Co-Calibration	90
Bias-Correction Feature Learner for Semi-Supervised Instance Segmentation	88
Dynamic Contrastive Distillation for Image-Text Retrieval	87
Siamese Alignment Network for Weakly Supervised Video Moment Retrieval	83
Rethinking Affine Transform for Efficient Image Enhancement: A Color Space Perspective	83
Efficient Cross-Modal Video Retrieval With Meta-Optimized Frames	81
Vulnerability of Feature Extractors in 2D Image-Based 3D Object Retrieval	81
Dual-task Mutual Reinforcing Embedded Joint Video Paragraph Retrieval and Grounding	80
Exploring Kernel Transformations for Implicit Neural Representations	79
Deep Semantic-consistent Penalizing Hashing for Cross-modal Retrieval	78
Hear Me, See Me, Understand Me: Audio-Visual Autism Behavior Recognition	76
SkyML: A MLaaS Federation Design for Multicloud-Based Multimedia Analytics	74
Unsupervised Learning-Based Framework for Deepfake Video Detection	74
Quality Assessment for DIBR-Synthesized Views Based on Wavelet Transform and Gradient Magnitude Similarity	73
Adaptive HEVC Video Steganography With High Performance Based on Attention-Net and PU Partition Modes	73
Progressive Local Filter Pruning for Image Retrieval Acceleration	73
Annealing Genetic GAN for Imbalanced Web Data Learning	73
Bidirectional Translation Between UHD-HDR and HD-SDR Videos	72
FoodSAM: Any Food Segmentation	70
A Total Variation With Joint Norms For Infrared and Visible Image Fusion	69
Hierarchical Equalization Loss for Long-Tailed Instance Segmentation	69
Structured Attention Network for Referring Image Segmentation	68
ICE: Interactive 3D Game Character Facial Editing via Dialogue	68
A Comprehensive Study on Deep Learning-Based Methods for Sign Language Recognition	68
Late Fusion Multiple Kernel Clustering With Local Kernel Alignment Maximization	67
Semi-Supervised Domain Adaptation for Major Depressive Disorder Detection	67
Interpretable Graph Convolutional Network for Multi-View Semi-Supervised Learning	66
PhotoHelper: Portrait Photographing Guidance Via Deep Feature Retrieval and Fusion	65
Total Generate: Cycle in Cycle Generative Adversarial Networks for Generating Human Faces, Hands, Bodies, and Natural Scenes	65
DREAMT: Diversity Enlarged Mutual Teaching for Unsupervised Domain Adaptive Person Re-Identification	64
Cps-STS: Bridging the Gap Between Content and Position for Coarse-Point-Supervised Scene Text Spotter	64
EPM-Net: Efficient Feature Extraction, Point-Pair Feature Matching for Robust 6-D Pose Estimation	63
Unsupervised Image and Text Fusion for Travel Information Enhancement	63
Show, Tell and Rephrase: Diverse Video Captioning via Two-Stage Progressive Training	62
Benchmark Dataset and Pair-Wise Ranking Method for Quality Evaluation of Night-Time Image Enhancement	62
CariMe: Unpaired Caricature Generation With Multiple Exaggerations	61
Human-Centric Behavior Description in Videos: New Benchmark and Model	60
Multimodal Progressive Modulation Network for Micro-Video Multi-Label Classification	60
IEIRNet: Inconsistency Exploiting Based Identity Rectification for Face Forgery Detection	59
SDE2D: Semantic-Guided Discriminability Enhancement Feature Detector and Descriptor	59
Dynamic Strategy Prompt Reasoning for Emotional Support Conversation	58
Cooperative Bargaining Game Based Adaptive Video Multicast Over Mobile Edge Networks	57
Multi-Localized Sensitive Autoencoder-Attention-LSTM For Skeleton-based Action Recognition	57
Can Machines Generate Personalized Music? A Hybrid Favorite-Aware Method for User Preference Music Transfer	57

High Fidelity Face-Swapping With Style ConvTransformer and Latent Space Selection	56
Pedestrian Trajectory Prediction Based on Social Interactions Learning With Random Weights	56
Look&listen: Multi-Modal Correlation Learning for Active Speaker Detection and Speech Enhancement	55
Underwater Image Enhancement With Cascaded Contrastive Learning	55
Primary Code Guided Targeted Attack against Cross-modal Hashing Retrieval	54
Exploring Local and Global Consistent Correlation on Hypergraph for Rotation Invariant Point Cloud Analysis	54
Investigating the Effective Dynamic Information of Spectral Shapes for Audio Classification	54
Towards Neural Codec-Empowered 360$^\circ$ Video Streaming: A Saliency-Aided Synergistic Approach	54
Test-Time Model Adaptation for Visual Question Answering With Debiased Self-Supervisions	53
Video Instance Segmentation by Instance Flow Assembly	53
Reconstructed Graph Constrained Auto-Encoders for Multi-View Representation Learning	53
FedSH: Towards Privacy-Preserving Text-Based Person Re-Identification	52
Cross-Domain Sample Relationship Learning for Facial Expression Recognition	52
VOLTER: Visual Collaboration and Dual-Stream Fusion for Scene Text Recognition	52
No-Reference Bitstream-Layer Model for Perceptual Quality Assessment of V-PCC Encoded Point Clouds	52
Rate-Adaptive Neural Network for Image Compressive Sensing	51
One-Shot Image-to-Image Translation via Part-Global Learning With a Multi-Adversarial Framework	51
Style-Agnostic Representation Learning for Visible-Infrared Person Re-Identification	51
Image-Based Structured Vehicle Behavior Analysis Inspired by Interactive Cognition	51
Universal Infrared Image Nonuniformity Correction via Stripe-aware Attention Network	51
Prototypical Bidirectional Adaptation and Learning for Cross-Domain Semantic Segmentation	50
Motion Direction Awareness: A Biomimetic Dynamic Capture Mechanism for Video Prediction	50
Modeling Sequential Listening Behaviors With Attentive Temporal Point Process for Next and Next New Music Recommendation	50
Towards Temporal Event Detection: A Dataset, Benchmarks and Challenges	50
Enhanced Context Mining and Filtering for Learned Video Compression	49
RSNet: Relation Separation Network for Few-Shot Similar Class Recognition	49
TPE-ADE: Thumbnail-Preserving Encryption Based on Adaptive Deviation Embedding for JPEG Images	48
Improving Fine-Grained Image Classification With Multimodal Information	48
Sentiment-Enhanced Graph-Based Sarcasm Explanation in Dialogue	48
Semi-Supervised Authentically Distorted Image Quality Assessment With Consistency-Preserving Dual-Branch Convolutional Neural Network	48
Synthesize Boundaries: A Boundary-Aware Self-Consistent Framework for Weakly Supervised Salient Object Detection	48
Motion Deblur by Learning Residual From Events	48
Employing Bilinear Fusion and Saliency Prior Information for RGB-D Salient Object Detection	47
Knowledge Distillation-Based Domain-Invariant Representation Learning for Domain Generalization	47
A Two-Stream Hybrid Convolution-Transformer Network Architecture for Clothing-Change Person Re-Identification	47
Video-to-Music Recommendation Using Temporal Alignment of Segments	47
STNet: Scale Tree Network With Multi-Level Auxiliator for Crowd Counting	47
Exploring Kernel-Based Texture Transfer for Pose-Guided Person Image Generation	47
BVI-DVC: A Training Database for Deep Video Compression	47
Personalized Fashion Recommendation With Discrete Content-Based Tensor Factorization	46
FFFN: Frame-By-Frame Feedback Fusion Network for Video Super-Resolution	46
Deep Unfolding Network for Image Compressed Sensing by Content-Adaptive Gradient Updating and Deformation-Invariant Non-Local Modeling	45
Multi-View User Preference Modeling for Personalized Text-to-Image Generation	45
Low-Light Image Enhancement via Self-Reinforced Retinex Projection Model	45
Exploiting EfficientSAM and Temporal Coherence for Audio-Visual Segmentation	45
DA-Net: Density-Aware 3D Object Detection Network for Point Clouds	45
Reordered $k$-Means: A New Baseline for View-Unaligned Multi-View Clustering	44
GLFF: Global and Local Feature Fusion for AI-Synthesized Image Detection	44
RaFPN: Relation-Aware Feature Pyramid Network for Dense Image Prediction	44
Multimodal Sentiment Analysis With Image-Text Interaction Network	44
Low-Light Image Enhancement With SAM-Based Structure Priors and Guidance	44
Spatial-Temporal Saliency Guided Unbiased Contrastive Learning for Video Scene Graph Generation	44
DIP: Diffusion Learning of Inconsistency Pattern for General DeepFake Detection	43
Towards a Multi-Granulated Statistical Framework for Human–Machine Collaboration in Image Classification	43
Make Graph-Based Referring Expression Comprehension Great Again Through Expression-Guided Dynamic Gating and Regression	43
View-Invariant Human Action Recognition Via View Transformation Network (VTN)	43
Differentiable Spatial Regression: A Novel Method for 3D Hand Pose Estimation	42
Blind Video Quality Assessment at the Edge	42
Face De-Occlusion With Deep Cascade Guidance Learning	42
Hierarchical Motion-Enhanced Matching Framework for Few-Shot Action Recognition	42
EISNet: A Multi-Modal Fusion Network for Semantic Segmentation With Events and Images	41
Neuromorphic Similarity Measurement of Tactile Stimuli in Human–Machine Interface	41
TR-Adapter: Parameter-Efficient Transfer Learning for Video Question Answering	41
Progressive Learning Model for Big Data Analysis Using Subnetwork and Moore-Penrose Inverse	41
MVL-Net: Pairwise Learning for Multi-View Multiple People Labelling	41
Edge-Assisted Massive Video Delivery Over Cell-Free Massive MIMO	41
Bidirectional Maximum Entropy Training With Word Co-Occurrence for Video Captioning	40
Toward General Cross-Modal Signal Reconstruction for Robotic Teleoperation	40
AFANet: Adaptive Frequency-Aware Network for Weakly-Supervised Few-Shot Semantic Segmentation	39
SSPNet: Predicting Visual Saliency Shifts	39
Prune and Merge: Efficient Token Compression for Vision Transformer with Spatial Information Preserved	39
Category-Contrastive Fine-Grained Crowd Counting and Beyond	39
A Real-Time Semi-Supervised Deep Tone Mapping Network	39
Joint Intra & Inter-Grained Reasoning: A New Look Into Semantic Consistency of Image-Text Retrieval	39
Decoupled Prototype Learning for Reliable Test-Time Adaptation	39
Auxiliary Representation Guided Network for Visible-Infrared Person Re-Identification	39
Graph Convolutional Network With Unknown Class Number	39
Tensorformer: Normalized Matrix Attention Transformer for High-Quality Point Cloud Reconstruction	39
Cross-Scatter Sparse Dictionary Pair Learning for Cross-Domain Classification	39
Develop Then Rival: A Human Vision-Inspired Framework for Superimposed Image Decomposition	38

Augment One With Others: Generalizing to Unforeseen Variations for Visual Tracking	38
Unleashing Knowledge Potential of Source Hypothesis for Source-Free Domain Adaptation	38
USD: Uncertainty-Based One-Phase Learning to Enhance Pseudo-Label Reliability for Semi-Supervised Object Detection	37
Collaborative Learning With a Multi-Branch Framework for Feature Enhancement	37
Self-Supervised Face Image Manipulation by Conditioning GAN on Face Decomposition	37
Point Cloud Soft Multicast for Untethered XR Users	37
MPPM: A Mobile-Efficient Part Model for Object re-ID	37
STFE: A Comprehensive Video-Based Person Re-Identification Network Based on Spatio-Temporal Feature Enhancement	37
CenterTube: Tracking Multiple 3D Objects With 4D Tubelets in Dynamic Point Clouds	36
Ensemble Learning With Manifold-Based Data Splitting for Noisy Label Correction	36
Textual Enhanced Adaptive Meta-Fusion for Few-Shot Visual Recognition	36
Learning Semantic Polymorphic Mapping for Text-Based Person Retrieval	36
LININ: Logic Integrated Neural Inference Network for Explanatory Visual Question Answering	36
Compression of Plenoptic Point Cloud Attributes Using 6-D Point Clouds and 6-D Transforms	36
Action-Semantic Consistent Knowledge for Weakly-Supervised Action Localization	36
Speaker-Independent Speech Animation Using Perceptual Loss Functions and Synthetic Data	36
Flow Guidance Deformable Compensation Network for Video Frame Interpolation	36
A Pixel Distribution Remapping and Multi-Prior Retinex Variational Model for Underwater Image Enhancement	35
Instruction-Driven 3D Facial Expression Generation and Transition	35
OpenSlot: Mixed Open-Set Recognition with Object-Centric Learning	35
Aggregation-Based Graph Convolutional Hashing for Unsupervised Cross-Modal Retrieval	35
Unleash the Power of Vision-Language Models by Visual Attention Prompt and Multimodal Interaction	35
Improving Visual Object Tracking Through Visual Prompting	35
Compact-yet-Separate: Proto-centric Multi-modal Hashing with Pronounced Category Differences for Multi-modal Retrieval	35
Inexactly Matched Referring Expression Comprehension With Rationale	35
Going the Extra Mile in Face Image Quality Assessment: A Novel Database and Model	35
LARNet: Towards Lightweight, Accurate and Real-Time Salient Object Detection	35
Underwater Adaptive Video Transmissions Using MIMO-Based Software-Defined Acoustic Modems	35
EraW-Net: Enhance-Refine-Align W-Net for Scene-Associated Driver Attention Estimation	35
VRTNet: Vector Rectifier Transformer for Two-View Correspondence Learning	35
FGDNet: Fine-Grained Detection Network Towards Face Anti-Spoofing	35
Retinex-Based Variational Framework for Low-Light Image Enhancement and Denoising	34
Multimodal Evidential Learning for Open-World Weakly-Supervised Video Anomaly Detection	34
VatLM: Visual-Audio-Text Pre-Training With Unified Masked Prediction for Speech Representation Learning	34
Noise Imitation Based Adversarial Training for Robust Multimodal Sentiment Analysis	34
Simultaneously Training and Compressing Vision-and-Language Pre-Training Model	34
Semantics Alternating Enhancement and Bidirectional Aggregation for Referring Video Object Segmentation	34
Manifold-Based Incomplete Multi-View Clustering via Bi-Consistency Guidance	34
Semi-Supervised Knowledge Distillation for Cross-Modal Hashing	34
Dense Video Captioning With Early Linguistic Information Fusion	34
Heterogeneous Hierarchical Feature Aggregation Network for Personalized Micro-Video Recommendation	34
TaoHighlight: Commodity-Aware Multi-Modal Video Highlight Detection in E-Commerce	33
Uncertainty-Aware Unsupervised Domain Adaptation in Object Detection	33
Toward Intelligent Design: An AI-Based Fashion Designer Using Generative Adversarial Networks Aided by Sketch and Rendering Generators	33
Soft Warping Based Unsupervised Domain Adaptation for Stereo Matching	33
Weakly Supervised Regional and Temporal Learning for Facial Action Unit Recognition	33
Self-Supervised Graph Convolutional Network for Multi-View Clustering	33
Downstream-Pretext Domain Knowledge Traceback for Active Learning	33
Adaptive Recurrent Forward Network for Dense Point Cloud Completion	33
Detection and Localization of Video Transcoding From AVC to HEVC Based on Deep Representations of Decoded Frames and PU Maps	33
Weakly Supervised Distribution Discrepancy Minimization Learning With State Information for Person Re-Identification	33
Dual Stream Relation Learning Network for Image-Text Retrieval	33
Exploiting Informative Video Segments for Temporal Action Localization	33
Editorial	33
A Novel Human Image Sequence Synthesis Method by Pose-Shape-Content Inference	32
IEEE Transactions on Multimedia Publication Information	32
DetailRecon: Focusing on Detailed Regions for Online Monocular 3D Reconstruction	32
Exploit the Best of Both End-to-End and Map-Based Methods for Multi-Focus Image Fusion	32
An Information Compensation Framework for Zero-Shot Skeleton-based Action Recognition	32
Frefusion: Frequency Domain Transformer for Infrared and Visible Image Fusion	32
End-to-End Blind Video Quality Assessment Based on Visual and Memory Attention Modeling	32
MorphNeRF: Text-Guided 3D-Aware Editing via Morphing Generative Neural Radiance Fields	32
Spatial-Temporal Aware-based Unsupervised Network for Infrared Small Target Detection	32
Dual-Guided Frequency Prototype Network for Few-Shot Semantic Segmentation	31
Video Compressed Sensing Via Wavelet Residual Sampling and Dual-Domain Fusion	31
Deep Object Co-Segmentation and Co-Saliency Detection via High-Order Spatial-Semantic Network Modulation	31
Discover Micro-Influencers for Brands via Better Understanding	31
Dual-Level Masked Semantic Inference for Semi-Supervised Semantic Segmentation	31
Multi-Modal Context Propagation for Person Re-Identification With Wireless Positioning	31
Align and Retrieve: Composition and Decomposition Learning in Image Retrieval With Text Feedback	31
Frequency-Based Matcher for Long-Tailed Semantic Segmentation	31
Privacy-Preserving Image Acquisition for Neural Vision Systems	31
Weakly Supervised Few-Shot Semantic Segmentation via Pseudo Mask Enhancement and Meta Learning	31
GITANet: Group Interactive Threshold-based Attention Network for Hyperspectral Image Classification	31
Design of a 5G Multimedia Broadcast Application Function Supporting Adaptive Error Recovery	31
HGAN: Hierarchical Graph Alignment Network for Image-Text Retrieval	31
Zero-Shot Video Event Detection With High-Order Semantic Concept Discovery and Matching	31
Utilizing Greedy Nature for Multimodal Conditional Image Synthesis in Transformers	31
Registration of Multiview Point Clouds With Unknown Overlap	31
A Super-Resolution Flexible Video Coding Solution for Improving Live Streaming Quality	30
An Active Multi-Target Domain Adaptation Strategy: Progressive Class Prototype Rectification	30
Learning to Learn With Variational Inference for Cross-Domain Image Classification	30
Category-Aware Multimodal Attention Network for Fashion Compatibility Modeling	30
Lifelong Fine-Grained Image Retrieval	30
Semantic Distance Adversarial Learning for Text-to-Image Synthesis	30
Learning Sparse and Discriminative Multimodal Feature Codes for Finger Recognition	30
EgoFish3D: Egocentric 3D Pose Estimation From a Fisheye Camera via Self-Supervised Learning	30
Multi-Scale Grid Network for Image Deblurring With High-Frequency Guidance	30
DiffUIE: Learning Latent Global Priors in Diffusion Models for Underwater Image Enhancement	30
De-END: Decoder-Driven Watermarking Network	30
Feature Weakening, Contextualization, and Discrimination for Weakly Supervised Temporal Action Localization	30
Mutual Dual-Task Generator With Adaptive Attention Fusion for Image Inpainting	30
Centra-Net: A Centralized Network for Visual Localization Spanning Multiple Scenes	29
Domain-Oriented Knowledge Transfer for Cross-Domain Recommendation	29
Long and Recent Preference Learning with Recent-k Items Distribution for Recommender System	29