ACM Transactions on Multimedia Computing Communications and Applicatio

Article	Citations
Hypercube Pooling for Visual Semantic Embedding	554
Self-Adaptive Representation Learning Model for Multi-Modal Sentiment and Sarcasm Joint Analysis	175
Category-Level Pose Estimation and Iterative Refinement for Monocular RGB-D Image	173
ForgeFinder: Perceptive Multimodal Deepfake Detection via Multi-grained Forgery Localization	127
Discriminative Action Snippet Propagation Network for Weakly Supervised Temporal Action Localization	113
Fine-Grained Text-to-Video Temporal Grounding from Coarse Boundary	91
Unsupervised Discovery and Manipulation of Continuous Disentangled Factors of Variation	87
Semi-supervised Learning for Mars Imagery Classification and Segmentation	86
AED-PADA: Improving Generalizability of Adversarial Example Detection via Principal Adversarial Domain Adaptation	86
Enhanced Video Super-Resolution Network towards Compressed Data	77
Psychology-Guided Environment Aware Network for Discovering Social Interaction Groups from Videos	70
Towards Intelligent Attack Detection Using DNA Computing	70
Establishing Trust and Security in Decentralized Metaverse: A Web 3.0 Approach	69
CVLP-NaVD: Contrastive Visual-language Pre-training Models for Non-annotated Visual Description	64
Upsampling Algorithm for V-PCC-Coded 3D Point Clouds	61
A Siamese Inverted Residuals Network Image Steganalysis Scheme based on Deep Learning	59
QuickCSGModeling: Quick CSG Operations Based on Fusing Signed Distance Fields for VR Modeling	59
Tensorial Evolutionary Optimization for Natural Image Matting	57
Exploring Talking Head Models with Adjacent Frame Prior for Speech-Preserving Facial Expression Manipulation	56
JDAN: Joint Detection and Association Network for Real-Time Online Multi-Object Tracking	55
High Feature Distinguishability for Adaptive Image-text Matching with Dual-stream Transformers	55
Image Cropping with Content and Composition Attribute-aware Global Relation Reasoning	52
Reconstruction-Free Image Compression for Machine Vision via Knowledge Transfer	52
Attentional Composition Networks for Long-Tailed Human Action Recognition	51
A Comprehensive Survey on Methods for Image Integrity	51

Backdoor Two-Stream Video Models on Federated Learning	49
LAM-MD: A Large Action Model Integrated Multi-Agent Reinforcement Learning Framework for NOMA Networks	48
Towards Generalizable Deepfake Detection by Primary Region Regularization	48
Disentangled Multimodal Tuning and Interaction for Human Perception Understanding	48
Quantum Fourier Convolutional Network	47
BiC-Net: Learning Efficient Spatio-temporal Relation for Text-Video Retrieval	47
Infrared and Visible Image Fusion via Text-Prior Guided Frequency-Domain Decomposition	47
SEADUNet: A Multilingual Ancient Document Image Binarization using EMCAM Attention Mechanism and SCP	47
From Recognition to Prediction: Leveraging Sequence Reasoning for Action Anticipation	44
Joint Mixing Data Augmentation for Skeleton-Based Action Recognition	44
Seeing in the Dark with Ambient Guidance	44
A novel image hashing with visual and structural feature maps for content authentication	43
HTTP Adaptive Streaming: A Review on Current Advances and Future Challenges	43
Point Cloud Quality Assessment: Dataset Construction and Learning-based No-reference Metric	42
New Metrics and Dataset for Biological Development Video Generation	41
Expanding-Window Zigzag Decodable Fountain Codes for Scalable Multimedia Transmission	40
Visual-linguistic-stylistic Triple Reward for Cross-lingual Image Captioning	40
CLOUD-CODEC : A New Way of Storing Traffic Camera Footage at Scale	39
Exploiting Instance-level Relationships in Weakly Supervised Text-to-Video Retrieval	37
A Self-Defense Copyright Protection Scheme for NFT Image Art Based on Information Embedding	37
Domain-Aware Semantic Alignment Hashing for Large-Scale Zero-Shot Image Retrieval	37
Joint-Dataset Learning and Cross-Consistent Regularization for Text-to-Motion Retrieval	36
DALD-PCAC: Density-Adaptive Learning Descriptor for Point Cloud Lossless Attribute Compression	36
Boosting Transferability of Adversarial Examples with Spatio-Temporal Context	36
Light Field Reconstruction Using Multi-orientation Epipolar Plane Images	34
Universal Relocalizer for Weakly Supervised Referring Expression Grounding	34
ViCoFace: Learning Disentangled Latent Motion Representations for Visual-Consistent Face Reenactment	33
VISCOUNTH: A Large-scale Multilingual Visual Question Answering Dataset for Cultural Heritage	33
HCMS: Hierarchical and Conditional Modality Selection for Efficient Video Recognition	32
Robust Video Stabilization based on Motion Decomposition	32
A Multi-Task Adversarial Attack against Face Authentication	32
(Compress and Restore) N : A Robust Defense Against Adversarial Attacks on Image Classification	31
Learned Image Compression with Frequency Feature Interaction and Non-local Cross-similarity Prior	31
Decoupling Deep Learning for Enhanced Image Recognition Interpretability	30
EiMOL: A Secure Medical Image Encryption Algorithm based on Optimization and the Lorenz System	30
Immersive Multimedia Service Caching in Edge Cloud with Renewable Energy	30
GANonymization: A GAN-Based Face Anonymization Framework for Preserving Emotional Expressions	29
Detection of Moving Object Using Superpixel Fusion Network	29
ER-Depth: Enhancing the Robustness of Self-Supervised Monocular Depth Estimation in Challenging Scenes	29
Using Four Hypothesis Probability Estimators for CABAC in Versatile Video Coding	29
SNIPPET: A Framework for Subjective Evaluation of Visual Explanations Applied to DeepFake Detection	29
CtxMIM: Context-Enhanced Masked Image Modeling for Remote Sensing Image Understanding	28
Boundary Attention-Guided Sparse Feature Learning for Underwater Object Tracking in Edge Computing	28
Multi-spectral Class Center Network for Face Manipulation Localization	27
Image Defogging Based on Regional Gradient Constrained Prior	27
The Price of Unlearning: Identifying Unlearning Risk in Edge Computing	26
A Quality of Experience and Visual Attention Evaluation for 360° Videos with Non-spatial and Spatial Audio	26
GMS-3DQA: Projection-Based Grid Mini-patch Sampling for 3D Model Quality Assessment	26
Source Information-Assisted UV-Space Transformation Network for Person Image Generation	25
Reversible Data Hiding in Shared JPEG Images	25

Human Selective Matting	25
Benchmarking Multi-dimensional AIGC Video Quality Assessment: A Dataset and Unified Model	25
Learning Speaker-Invariant Visual Features for Lipreading	25
Alleviating Hallucination in Large Vision-Language Models with Active Retrieval Augmentation	25
MDRA: A Motion-guided Dual-stream Recurrent Attention Framework for Dynamic Hand Gesture Recognition	25
DTSD: A Dual Teacher–Student-Based Discrimination Model for Anomaly Detection	25
Multi-Grained Point Cloud Geometry Compression via Dual-Model Prediction with Extended Octree	25
Gleaning Wisdom from the Past: Towards Label Incremental Learning for Online Hashing with a Plug-and-Play Framework	25
TEVL: Trilinear Encoder for Video-language Representation Learning	24
One-Bit Supervision for Image Classification: Problem, Solution, and Beyond	24
Motion-Aware Self-Supervised RGBT Tracking with Multi-Modality Hierarchical Transformers	24
Principal Component Approximation Network for Image Compression	24
Deep Chroma Compression of Tone-Mapped Images	24
SkiTrack: An Aerial Skiing Benchmark for Human-Centric Object Tracking	24
Enhancing Embedding Diversity and Robustness for Image-Text Retrieval in Remote Sensing	24
Zero-shot Scene Graph Generation via Triplet Calibration and Reduction	23
Cyclic Self-attention for Point Cloud Recognition	23
ATMNet: Adaptive Texture Migration Network for Guided Depth Super-Resolution	23
Melody Generation from Lyrics with Local Interpretability	23
Adversarial Sample Synthesis for Visual Question Answering	22
Temporal and Semantic Correlation Network for Weakly-Supervised Temporal Action Localization	22
DATRA-MIV: Decoder-Adaptive Tiling and Rate Allocation for MPEG Immersive Video	22
Boosting Targeted Adversarial Transferability with Feature Contrastive Optimization	22
Similarity Regulation and Calibration Alignment for Weakly Supervised Text-Based Person Re-Identification	22
An Efficient and Accurate GPU-based Deep Learning Model for Multimedia Recommendation	22
QoE Evaluation for VR with Vibrotactile Feedback Based on Inter-user Brain Spatial Information	22
Cross-modal Semantically Augmented Network for Image-text Matching	22
Toward Egocentric Compositional Action Anticipation with Adaptive Semantic Debiasing	22
Domain Adaptation for Cross-View Localization via Multi-Teacher Knowledge Distillation	21
Dual Alignment-Enhanced Fashion Vision-Language Pre-Training	21
InterCLIP-MEP: Interactive CLIP and Memory-Enhanced Predictor for Multi-Modal Sarcasm Detection	21
THMM-CLIP: Task-Guided Hierarchical Multi-Modal Alignment for Rehearsal-Free Class Incremental Learning	21
Temporal Dynamic Concept Modeling Network for Explainable Video Event Recognition	21
Hyperbolic Active Learning for Label-Efficient Action Segmentation	21
Gloss-driven Conditional Diffusion Models for Sign Language Production	21
Spotting the Fakes: A Deep Dive into GAN-Generated Face Detection	21
QG-STR: Training-Time Optimized Question-Guided Scene Text Recognition via Visual Question Answering	21
Learning Domain Invariant Features for Unsupervised Indoor Depth Estimation Adaptation	20
DISA: Disentangled Dual-Branch Framework for Affordance-Aware Human Insertion	20
Visual Security Index Combining CNN and Filter for Perceptually Encrypted Light Field Images	20
LayoutEnc: Leveraging Enhanced Layout Representations for Transformer-based Complex Scene Synthesis	20
Counterfactual Scenario-relevant Knowledge-enriched Multi-modal Emotion Reasoning	20
Diversity-Representativeness Replay and Knowledge Alignment for Lifelong Vehicle Re-identification	20
Text-Guided Synthesis of Masked Face Images	19
ReFID: Reciprocal Frequency-aware Generalizable Person Re-identification via Decomposition and Filtering	19
PTHUMAN3D: 3D Gaussian Human Avatar Modeling with the Poincaré Ball and the Triplane Representation	19
Mutually-Guided Hierarchical Multi-Modal Feature Learning for Referring Image Segmentation	19
Multiply Complementary Priors for Image Compressive Sensing Reconstruction in Impulsive Noise	19
Structure-aware Video Style Transfer with Map Art	18
CVAF: A CLIP-Based View-Consistent Alignment Framework for Aerial-Ground Person Re-Identification	18
Multi-Task–Driven Adapter-Based Foundation Model for Locomotion Prediction in Virtual Reality	18
StepNet: Spatial-temporal Part-aware Network for Isolated Sign Language Recognition	18
A Closer Look at Debiased Temporal Sentence Grounding in Videos: Dataset, Metric, and Approach	18
SeGDP: Source-free Cross-domain Few-shot Learning via Semantic Guided Diversity Prompting	18
Multigranularity Feature Aggregation and Cross-level Boundary Modeling for Temporal Action Detection	18
Generative Image Steganography Based on Guidance Feature Distribution	18
Cross-Modality Relation and Uncertainty Exploration for Text-Based Person Search	18
Attack-Defending Contrastive Learning for Volumetric Medical Image Zero-Watermarking	18
User-Generated Content and Editors in Games: A Comprehensive Survey	18
Shot Boundary Detection Using Color Clustering and Attention Mechanism	18
Triplet Contrastive Representation Learning for Unsupervised Vehicle Re-Identification	17
Maximizing Long-Term Task Completion Ratio of UAV-Enabled Wirelessly Powered MEC Systems	17
3D Facial Shape Similarity with Deep Perceptual Representations	17
Robust RGB-T Tracking via Adaptive Modality Weight Correlation Filters and Cross-modality Learning	17
Hyperbolic-Based Cross-Modal Semantic Remodeling Network for Zero-Shot Sketch-Based Image Retrieval	17
CLIP-GS: CLIP-Informed Gaussian Splatting for View-Consistent 3D Indoor Semantic Understanding	17
Query-Guided Prototype Learning with Decoder Alignment and Dynamic Fusion in Few-Shot Segmentation	17
Sentiment-Oriented Transformer-Based Variational Autoencoder Network for Live Video Commenting	17
Deep Modular Co-Attention Shifting Network for Multimodal Sentiment Analysis	17
PADVG: A Simple Baseline of Active Protection for Audio-Driven Video Generation	17
Potential Features Fusion Network for Multimodal Fake News Detection	17
Multi-view Shape Generation for a 3D Human-like Body	17
NSDIE: Noise Suppressing Dark Image Enhancement Using Multiscale Retinex and Low-Rank Minimization	16
A Normalized Slicing-assigned Virtualization Method for 6G-based Wireless Communication Systems	16
Arbitrary Virtual Try-on Network: Characteristics Preservation and Tradeoff between Body and Clothing	16
Temporal Scene Montage for Self-Supervised Video Scene Boundary Detection	16
Generating Robust Adversarial Examples against Online Social Networks (OSNs)	16
Robust and Secure Hashing Towards Pirated Neural Network Model Detection	16
Progressive Transformer Machine for Natural Character Reenactment	16
Dual Dynamic Threshold Adjustment Strategy	16

Quality Enhancement of Compressed 360-Degree Videos Using Viewport-based Deep Neural Networks	16
Multi-Modal Driven Pose-Controllable Talking Head Generation	16
Privacy-preserving Multi-source Cross-domain Recommendation Based on Knowledge Graph	16
ProposalVLAD with Proposal-Intra Exploring for Temporal Action Proposal Generation	16
PrivaMod: Uncertainty-Aware Multimedia Fusion with Privacy Guarantees for NFT Visual and Transaction Analysis	16
Self-supervised Multi-view Learning via Auto-encoding 3D Transformations	16
Domain-invariant and Patch-discriminative Feature Learning for General Deepfake Detection	16
Cascaded Adaptive Graph Representation Learning for Image Copy-Move Forgery Detection	16
Toward High-quality Face-Mask Occluded Restoration	16
Generation and Editing of Mandrill Faces: Application to Sex Editing and Assessment	16
3DMambaComplete: Structured State Space Model for High-Efficiency Point Cloud Completion	16
Unsupervised Domain Adaptation by Causal Learning for Biometric Signal-based HCI	16
GAN-Assisted Road Segmentation from Satellite Imagery	15
Quality Assessment in the Era of Large Models: A Survey	15
Learning the User’s Deeper Preferences for Multi-modal Recommendation Systems	15
Semantics and Non-fungible Tokens for Copyright Management on the Metaverse and Beyond	15
Skeleton-Aware Graph-Based Adversarial Networks for Human Pose Estimation from Sparse IMUs	15
Learning Nighttime Semantic Segmentation the Hard Way	15
Deep Relational Knowledge Distillation Hashing via Relaxed Masking Triplet Optimization for Large-scale Image Retrieval	15
Multimodality Representation Learning: A Survey on Evolution, Pretraining and Its Applications	15
Efficient Video-to-Audio Generation via Multiple Foundation Models Mapper	15
Offloading-based Power-Efficient Mobile VTuber Live Streaming	15
Semantic Completion and Filtration for Image–Text Retrieval	15
PingTactics: A Multimodal Dataset for Table Tennis Action Recognition and Tactical Analysis	15
Action-aware Linguistic Skeleton Optimization Network for Non-autoregressive Video Captioning	15
SSAT: Active Authorization Control and User’s Fingerprint Tracking Framework for DNN IP Protection	15
Autoregressive GAN for Semantic Unconditional Head Motion Generation	14
Transformer-Based Visual Grounding with Cross-Modality Interaction	14
Joint Structure-Texture Scan-Order for Point Cloud Attribute Compression Using Affine Transformation	14
Portrait Video Compression with Semantic-guided Animation Model and Background Incremental Coding	14
Dual Scene Graph Convolutional Network for Motivation Prediction	14
Low-Latency Multimedia Delivery via Collaborative Cloud–Edge Caching in Edge Computing Networks	14
Trans-Convo-Former Net for Hierarchical Prediction of Household Images	14
Content-Aware Selective Encryption for H.265/HEVC Using Deep Hashing Network and Steganography	14
Robust Image Hashing via CP Decomposition and DCT for Copy Detection	14
FAST: Flexibly Controllable Arbitrary Style Transfer via Latent Diffusion Models	14
A Collaborative Hierarchical Aggregation Network for Weakly Supervised Temporal Action Localization	14
EIN: Exposure-Induced Network for Single-Image HDR Reconstruction	14
Robust Long-Term Tracking via Localizing Occluders	14
Self-supervised Calorie-aware Heterogeneous Graph Networks for Food Recommendation	14
VRVul-Discovery: BiLSTM-based Vulnerability Discovery for Virtual Reality Devices in Metaverse	14
Multiscale Feature Importance-Based Bit Allocation for End-to-End Feature Coding for Machines	14
Full-body Human Motion Reconstruction with Sparse Joint Tracking Using Flexible Sensors	14
Geometry-Insensitive RPN Prototypes for Domain Adaptive 3D Object Detection	13
Generalizing Vision-Language Models to Novel Domains: A Comprehensive Survey	13
Noise-Resistance Learning via Multi-Granularity Consistency for Unsupervised Domain Adaptive Person Re-Identification	13
Language-guided Visual Tracking: Comprehensive and Effective Multimodal Information Fusion	13
Task-Relevant Representation Decoupling for Visual Reinforcement Learning Generalization	13
Balanced and Accurate Pseudo-Labels for Semi-Supervised Image Classification	13
Efficient Privacy-Preserving Video Analytics via Share Transforming in Distributed Clouds	13
GJFusion: A Channel-Level Correlation Construction Method for Multimodal Physiological Signal Fusion	13
Review and Analysis of RGBT Single Object Tracking Methods: A Fusion Perspective	13
EVASR: Edge-Based Salience-Aware Super-Resolution for Enhanced Video Quality and Power Efficiency	13
Language-guided Bias Generation Contrastive Strategy for Visual Question Answering	13
Enhancing Pose-Guided Human Image Generation with Comprehensive and Adjustable 3D Control	13
Generating and Evaluating Data of Daily Activities with an Autonomous Agent in a Virtual Smart Home	13
InteractNet: Social Interaction Recognition for Semantic-rich Videos	13
A Real-Time Medical Image Encryption Algorithm Leveraging a Novel Hypersensitive Chaotic Map	13
Dynamic Weighted Gradient Reversal Network for Visible-infrared Person Re-identification	13
Language-guided Residual Graph Attention Network and Data Augmentation for Visual Grounding	13
A Simple Switchable Framework for Open-Vocabulary Video Instance Segmentation	13
Boosting Few-shot Object Detection with Discriminative Representation and Class Margin	13
Variational Autoencoder with CCA for Audio–Visual Cross-modal Retrieval	12
iDAM: Iteratively Trained Deep In-loop Filter with Adaptive Model Selection	12
CAQoE: A Novel No-Reference Context-aware Speech Quality Prediction Metric	12
CALICE: Continuous Bitrate Control with Adapted LIC Model	12
LFIZW-GRHFMR: Robust Zero-Watermarking with GRHFMR for Light Field Image	12
Beyond the Parts: Learning Coarse-to-Fine Adaptive Alignment Representation for Person Search	12
Complementary Feature Pyramid Network for Object Detection	12
AMC: Adaptive Multi-expert Collaborative Network for Text-guided Image Retrieval	12
A Review of Player Engagement Estimation in Video Games: Challenges and Opportunities	12
Self-Supervised Monocular Depth Estimation via Binocular Geometric Correlation Learning	12
Compressed Point Cloud Quality Index by Combining Global Appearance and Local Details	12
SwinShadow: Shifted Window for Ambiguous Adjacent Shadow Detection	12
T2C: Text-guided 4D Cloth Generation	12
A Multimodal Hierarchical Attentional Ordering Network	12
DPDFormer: A Coarse-to-Fine Model for Monocular Depth Estimation	12
Instance-level Adversarial Source-free Domain Adaptive Person Re-identification	12
How to Understand Named Entities: Using Commonsense for News Captioning	12
Random Dense Knowledge Distillation for Continual Learning	12
FishFormer: Annulus Slicing-based Transformer for Fisheye Rectification	12
Dual-Modality-Shared Learning and Label Refinement for Unsupervised Visible-Infrared Person ReID	12
Deep Differential Lifelong Cross-modal Hashing for Stream Medical Data Retrieval	12
Unsupervised Adversarial Example Detection of Vision Transformers for Trustworthy Edge Computing	12
LVT: A Learned Video Transcoding Framework	12
ALOHA: Adapting Local Spatio-Temporal Context to Enhance the Audio-Visual Semantic Segmentation	12
Learning Semantic Representation on Visual Attribute Graph for Person Re-identification and Beyond	12
A Hierarchically Discriminative Loss with Group Regularization for Fine-Grained Image Classification	12
Context-Based Novel Histogram Bin Stretching Algorithm for Automatic Contrast Enhancement	12
Boolean-based Two-in-One Secret Image Sharing by Adaptive Pixel Grouping	12
Multimodal Cascaded Framework with Multimodal Latent Loss Functions Robust to Missing Modalities	12
Learning to Discern Fine-Grained Cues across Domains: Generalizing ReID via Multi-Level Feature Propagation	12
Adaptive Co-Operative Prompting and Uncertainty-Aware Implicit Knowledge Enhancement for Cross-Modal Retrieval	11
Multi-Anchor Offset Representation Based Coarse-to-Fine Diffusion Model for Human Pose Estimation	11
Style-FG: A Style-based Framework for Film Grain Analysis and Synthesis	11