ACM Transactions on Multimedia Computing Communications and Applicatio

Article	Citations
From Recognition to Prediction: Leveraging Sequence Reasoning for Action Anticipation	398
Hypercube Pooling for Visual Semantic Embedding	159
Backdoor Two-Stream Video Models on Federated Learning	155
Self-Adaptive Representation Learning Model for Multi-Modal Sentiment and Sarcasm Joint Analysis	117
Category-Level Pose Estimation and Iterative Refinement for Monocular RGB-D Image	102
ForgeFinder: Perceptive Multimodal Deepfake Detection via Multi-grained Forgery Localization	84
Fine-Grained Text-to-Video Temporal Grounding from Coarse Boundary	80
Discriminative Action Snippet Propagation Network for Weakly Supervised Temporal Action Localization	80
Unsupervised Discovery and Manipulation of Continuous Disentangled Factors of Variation	79
Quantum Fourier Convolutional Network	75
Attentional Composition Networks for Long-Tailed Human Action Recognition	65
Semi-supervised Learning for Mars Imagery Classification and Segmentation	61
HTTP Adaptive Streaming: A Review on Current Advances and Future Challenges	59
AED-PADA: Improving Generalizability of Adversarial Example Detection via Principal Adversarial Domain Adaptation	59
Enhanced Video Super-Resolution Network towards Compressed Data	59
Psychology-Guided Environment Aware Network for Discovering Social Interaction Groups from Videos	56
Towards Intelligent Attack Detection Using DNA Computing	54
Establishing Trust and Security in Decentralized Metaverse: A Web 3.0 Approach	53
CVLP-NaVD: Contrastive Visual-language Pre-training Models for Non-annotated Visual Description	51
SEADUNet: A Multilingual Ancient Document Image Binarization using EMCAM Attention Mechanism and SCP	49
Upsampling Algorithm for V-PCC-Coded 3D Point Clouds	46
QuickCSGModeling: Quick CSG Operations Based on Fusing Signed Distance Fields for VR Modeling	46
A Siamese Inverted Residuals Network Image Steganalysis Scheme based on Deep Learning	45
High Feature Distinguishability for Adaptive Image-text Matching with Dual-stream Transformers	45
JDAN: Joint Detection and Association Network for Real-Time Online Multi-Object Tracking	45

Reconstruction-Free Image Compression for Machine Vision via Knowledge Transfer	44
Image Cropping with Content and Composition Attribute-aware Global Relation Reasoning	44
BiC-Net: Learning Efficient Spatio-temporal Relation for Text-Video Retrieval	44
Towards Generalizable Deepfake Detection by Primary Region Regularization	44
Exploring Talking Head Models with Adjacent Frame Prior for Speech-Preserving Facial Expression Manipulation	43
Point Cloud Quality Assessment: Dataset Construction and Learning-based No-reference Metric	43
Rank-in-Rank Loss for Person Re-identification	43
Tensorial Evolutionary Optimization for Natural Image Matting	42
Infrared and Visible Image Fusion via Text-Prior Guided Frequency-Domain Decomposition	42
A Comprehensive Survey on Methods for Image Integrity	42
Joint Mixing Data Augmentation for Skeleton-Based Action Recognition	41
New Metrics and Dataset for Biological Development Video Generation	40
SNIPPET: A Framework for Subjective Evaluation of Visual Explanations Applied to DeepFake Detection	39
Immersive Multimedia Service Caching in Edge Cloud with Renewable Energy	38
(Compress and Restore) N : A Robust Defense Against Adversarial Attacks on Image Classification	38
Visual-linguistic-stylistic Triple Reward for Cross-lingual Image Captioning	37
GMS-3DQA: Projection-Based Grid Mini-patch Sampling for 3D Model Quality Assessment	36
Multi-spectral Class Center Network for Face Manipulation Localization	36
Benchmarking Multi-dimensional AIGC Video Quality Assessment: A Dataset and Unified Model	36
GANonymization: A GAN-Based Face Anonymization Framework for Preserving Emotional Expressions	35
CtxMIM: Context-Enhanced Masked Image Modeling for Remote Sensing Image Understanding	35
HCMS: Hierarchical and Conditional Modality Selection for Efficient Video Recognition	34
Expanding-Window Zigzag Decodable Fountain Codes for Scalable Multimedia Transmission	34
Robust Video Stabilization based on Motion Decomposition	33
The Price of Unlearning: Identifying Unlearning Risk in Edge Computing	33
CLOUD-CODEC : A New Way of Storing Traffic Camera Footage at Scale	33
Boosting Transferability of Adversarial Examples with Spatio-Temporal Context	32
A Self-Defense Copyright Protection Scheme for NFT Image Art Based on Information Embedding	32
ER-Depth: Enhancing the Robustness of Self-Supervised Monocular Depth Estimation in Challenging Scenes	32
Detection of Moving Object Using Superpixel Fusion Network	31
Decoupling Deep Learning for Enhanced Image Recognition Interpretability	31
Light Field Reconstruction Using Multi-orientation Epipolar Plane Images	30
Universal Relocalizer for Weakly Supervised Referring Expression Grounding	30
Boundary Attention-Guided Sparse Feature Learning for Underwater Object Tracking in Edge Computing	30
ViCoFace: Learning Disentangled Latent Motion Representations for Visual-Consistent Face Reenactment	29
EiMOL: A Secure Medical Image Encryption Algorithm based on Optimization and the Lorenz System	29
DALD-PCAC: Density-Adaptive Learning Descriptor for Point Cloud Lossless Attribute Compression	29
Learned Image Compression with Frequency Feature Interaction and Non-local Cross-similarity Prior	28
A Quality of Experience and Visual Attention Evaluation for 360° Videos with Non-spatial and Spatial Audio	28
Image Defogging Based on Regional Gradient Constrained Prior	28
Joint-Dataset Learning and Cross-Consistent Regularization for Text-to-Motion Retrieval	28
Domain-Aware Semantic Alignment Hashing for Large-Scale Zero-Shot Image Retrieval	28
Using Four Hypothesis Probability Estimators for CABAC in Versatile Video Coding	26
A Multi-Task Adversarial Attack against Face Authentication	25
Exploiting Instance-level Relationships in Weakly Supervised Text-to-Video Retrieval	25
VISCOUNTH: A Large-scale Multilingual Visual Question Answering Dataset for Cultural Heritage	25
DTSD: A Dual Teacher–Student-Based Discrimination Model for Anomaly Detection	24
SkiTrack: An Aerial Skiing Benchmark for Human-Centric Object Tracking	24
Source Information-Assisted UV-Space Transformation Network for Person Image Generation	24
Motion-Aware Self-Supervised RGBT Tracking with Multi-Modality Hierarchical Transformers	23

One-Bit Supervision for Image Classification: Problem, Solution, and Beyond	23
TEVL: Trilinear Encoder for Video-language Representation Learning	23
InterCLIP-MEP: Interactive CLIP and Memory-Enhanced Predictor for Multi-Modal Sarcasm Detection	23
THMM-CLIP: Task-Guided Hierarchical Multi-Modal Alignment for Rehearsal-Free Class Incremental Learning	23
Principal Component Approximation Network for Image Compression	23
Human Selective Matting	23
Gleaning Wisdom from the Past: Towards Label Incremental Learning for Online Hashing with a Plug-and-Play Framework	23
Temporal Dynamic Concept Modeling Network for Explainable Video Event Recognition	23
Dual Alignment-enhanced Fashion Vision-Language Pre-training	22
Melody Generation from Lyrics with Local Interpretability	22
Enhancing Embedding Diversity and Robustness for Image-Text Retrieval in Remote Sensing	22
Toward Egocentric Compositional Action Anticipation with Adaptive Semantic Debiasing	21
LayoutEnc: Leveraging Enhanced Layout Representations for Transformer-based Complex Scene Synthesis	21
Zero-shot Scene Graph Generation via Triplet Calibration and Reduction	21
Visual Security Index Combining CNN and Filter for Perceptually Encrypted Light Field Images	21
Adversarial Sample Synthesis for Visual Question Answering	21
Deep Chroma Compression of Tone-Mapped Images	21
Reversible Data Hiding in Shared JPEG Images	21
An Efficient and Accurate GPU-based Deep Learning Model for Multimedia Recommendation	21
Counterfactual Scenario-relevant Knowledge-enriched Multi-modal Emotion Reasoning	21
Cyclic Self-attention for Point Cloud Recognition	21
ATMNet: Adaptive Texture Migration Network for Guided Depth Super-Resolution	21
MDRA: A Motion-guided Dual-stream Recurrent Attention Framework for Dynamic Hand Gesture Recognition	20
Similarity Regulation and Calibration Alignment for Weakly Supervised Text-Based Person Re-Identification	20
Cross-modal Semantically Augmented Network for Image-text Matching	20
Maximizing Long-Term Task Completion Ratio of UAV-Enabled Wirelessly Powered MEC Systems	20
Temporal and Semantic Correlation Network for Weakly-Supervised Temporal Action Localization	20
DATRA-MIV: Decoder-Adaptive Tiling and Rate Allocation for MPEG Immersive Video	20
Multi-Grained Point Cloud Geometry Compression via Dual-Model Prediction with Extended Octree	20
Alleviating Hallucination in Large Vision-Language Models with Active Retrieval Augmentation	20
Spotting the Fakes: A Deep Dive into GAN-Generated Face Detection	20
QoE Evaluation for VR with Vibrotactile Feedback Based on Inter-user Brain Spatial Information	20
Hyperbolic Active Learning for Label-Efficient Action Segmentation	20
Gloss-driven Conditional Diffusion Models for Sign Language Production	20
DISA: Disentangled Dual-Branch Framework for Affordance-Aware Human Insertion	20
User-Generated Content and Editors in Games: A Comprehensive Survey	19
Diversity-Representativeness Replay and Knowledge Alignment for Lifelong Vehicle Re-identification	19
Query-Guided Prototype Learning with Decoder Alignment and Dynamic Fusion in Few-Shot Segmentation	19
Generative Image Steganography Based on Guidance Feature Distribution	19
Learning Domain Invariant Features for Unsupervised Indoor Depth Estimation Adaptation	18
Deep Modular Co-Attention Shifting Network for Multimodal Sentiment Analysis	18
Multi-Task Driven Adapter-Based Foundation Model for Locomotion Prediction in Virtual Reality	18
Mutually-Guided Hierarchical Multi-Modal Feature Learning for Referring Image Segmentation	18
ReFID: Reciprocal Frequency-aware Generalizable Person Re-identification via Decomposition and Filtering	18
Dynamic Transfer Exemplar based Facial Emotion Recognition Model Toward Online Video	18
Hyperbolic-Based Cross-Modal Semantic Remodeling Network for Zero-Shot Sketch-Based Image Retrieval	18
Shot Boundary Detection Using Color Clustering and Attention Mechanism	17
Attack-Defending Contrastive Learning for Volumetric Medical Image Zero-Watermarking	17
Text-Guided Synthesis of Masked Face Images	17
Robust RGB-T Tracking via Adaptive Modality Weight Correlation Filters and Cross-modality Learning	17
Multiply Complementary Priors for Image Compressive Sensing Reconstruction in Impulsive Noise	17
A Closer Look at Debiased Temporal Sentence Grounding in Videos: Dataset, Metric, and Approach	17
PTHUMAN3D: 3D Gaussian Human Avatar Modeling with the Poincaré Ball and the Triplane Representation	17
Triplet Contrastive Representation Learning for Unsupervised Vehicle Re-Identification	17
Structure-aware Video Style Transfer with Map Art	17
PADVG: A Simple Baseline of Active Protection for Audio-Driven Video Generation	17
GLPose: Global-Local Representation Learning for Human Pose Estimation	17
CLIP-GS: CLIP-Informed Gaussian Splatting for View-Consistent 3D Indoor Semantic Understanding	16
Cross-Modality Relation and Uncertainty Exploration for Text-Based Person Search	16
3D Facial Shape Similarity with Deep Perceptual Representations	16
Quality Enhancement of Compressed 360-Degree Videos Using Viewport-based Deep Neural Networks	16
Multigranularity Feature Aggregation and Cross-level Boundary Modeling for Temporal Action Detection	16
SeGDP: Source-free Cross-domain Few-shot Learning via Semantic Guided Diversity Prompting	16
Cascaded Adaptive Graph Representation Learning for Image Copy-Move Forgery Detection	16
StepNet: Spatial-temporal Part-aware Network for Isolated Sign Language Recognition	16
CVAF: A CLIP-Based View-Consistent Alignment Framework for Aerial-Ground Person Re-Identification	16
A Comprehensive Study of Deep Learning-based Covert Communication	16
Potential Features Fusion Network for Multimodal Fake News Detection	16
Semantic Completion and Filtration for Image–Text Retrieval	16
SSAT: Active Authorization Control and User’s Fingerprint Tracking Framework for DNN IP Protection	15
Skeleton-Aware Graph-Based Adversarial Networks for Human Pose Estimation from Sparse IMUs	15
A Normalized Slicing-assigned Virtualization Method for 6G-based Wireless Communication Systems	15
Generation and Editing of Mandrill Faces: Application to Sex Editing and Assessment	15
Offloading-based Power-Efficient Mobile VTuber Live Streaming	15
Dual Dynamic Threshold Adjustment Strategy	15
ProposalVLAD with Proposal-Intra Exploring for Temporal Action Proposal Generation	15
Domain-invariant and Patch-discriminative Feature Learning for General Deepfake Detection	15
NSDIE: Noise Suppressing Dark Image Enhancement Using Multiscale Retinex and Low-Rank Minimization	15
GAN-Assisted Road Segmentation from Satellite Imagery	15
PrivaMod: Uncertainty-Aware Multimedia Fusion with Privacy Guarantees for NFT Visual and Transaction Analysis	15

Robust and Secure Hashing Towards Pirated Neural Network Model Detection	15
Unsupervised Domain Adaptation by Causal Learning for Biometric Signal-based HCI	14
Semantics and Non-fungible Tokens for Copyright Management on the Metaverse and Beyond	14
Robust Image Hashing via CP Decomposition and DCT for Copy Detection	14
Content-Aware Selective Encryption for H.265/HEVC Using Deep Hashing Network and Steganography	14
Progressive Transformer Machine for Natural Character Reenactment	14
Multimodality Representation Learning: A Survey on Evolution, Pretraining and Its Applications	14
Arbitrary Virtual Try-on Network: Characteristics Preservation and Tradeoff between Body and Clothing	14
Learning the User’s Deeper Preferences for Multi-modal Recommendation Systems	14
Self-supervised Calorie-aware Heterogeneous Graph Networks for Food Recommendation	14
PingTactics: A Multimodal Dataset for Table Tennis Action Recognition and Tactical Analysis	14
Multi-view Shape Generation for a 3D Human-like Body	14
Robust Long-Term Tracking via Localizing Occluders	14
Self-supervised Multi-view Learning via Auto-encoding 3D Transformations	14
Temporal Scene Montage for Self-Supervised Video Scene Boundary Detection	14
Action-aware Linguistic Skeleton Optimization Network for Non-autoregressive Video Captioning	14
Sentiment-Oriented Transformer-Based Variational Autoencoder Network for Live Video Commenting	14
Toward High-quality Face-Mask Occluded Restoration	14
3DMambaComplete: Structured State Space Model for High-Efficiency Point Cloud Completion	14
Learning Nighttime Semantic Segmentation the Hard Way	14
Generating Robust Adversarial Examples against Online Social Networks (OSNs)	14
Quality Assessment in the Era of Large Models: A Survey	14
Transformer-Based Visual Grounding with Cross-Modality Interaction	14
Privacy-preserving Multi-source Cross-domain Recommendation Based on Knowledge Graph	14
Multi-Modal Driven Pose-Controllable Talking Head Generation	14
Portrait Video Compression with Semantic-guided Animation Model and Background Incremental Coding	13
Trans-Convo-Former Net for Hierarchical Prediction of Household Images	13
Language-guided Visual Tracking: Comprehensive and Effective Multimodal Information Fusion	13
Full-body Human Motion Reconstruction with Sparse Joint Tracking Using Flexible Sensors	13
Generating and Evaluating Data of Daily Activities with an Autonomous Agent in a Virtual Smart Home	13
Dynamic Weighted Gradient Reversal Network for Visible-infrared Person Re-identification	13
Boosting Few-shot Object Detection with Discriminative Representation and Class Margin	13
Efficient Privacy-Preserving Video Analytics via Share Transforming in Distributed Clouds	13
Autoregressive GAN for Semantic Unconditional Head Motion Generation	13
Joint Structure-Texture Scan-Order for Point Cloud Attribute Compression Using Affine Transformation	13
Balanced and Accurate Pseudo-Labels for Semi-Supervised Image Classification	13
Geometry-Insensitive RPN Prototypes for Domain Adaptive 3D Object Detection	13
EIN: Exposure-Induced Network for Single-Image HDR Reconstruction	13
A Collaborative Hierarchical Aggregation Network for Weakly Supervised Temporal Action Localization	13
VRVul-Discovery: BiLSTM-based Vulnerability Discovery for Virtual Reality Devices in Metaverse	13
Low-Latency Multimedia Delivery via Collaborative Cloud–Edge Caching in Edge Computing Networks	13
InteractNet: Social Interaction Recognition for Semantic-rich Videos	13
EVASR: Edge-Based Salience-Aware Super-Resolution for Enhanced Video Quality and Power Efficiency	13
Noise-Resistance Learning via Multi-Granularity Consistency for Unsupervised Domain Adaptive Person Re-Identification	13
Review and Analysis of RGBT Single Object Tracking Methods: A Fusion Perspective	13
Learning Semantic Representation on Visual Attribute Graph for Person Re-identification and Beyond	12
How to Understand Named Entities: Using Commonsense for News Captioning	12
FAST: Flexibly Controllable Arbitrary Style Transfer via Latent Diffusion Models	12
Language-guided Bias Generation Contrastive Strategy for Visual Question Answering	12
GJFusion: A Channel-Level Correlation Construction Method for Multimodal Physiological Signal Fusion	12
Video Streaming Over QUIC: A Comprehensive Study	12
Self-Supervised Monocular Depth Estimation via Binocular Geometric Correlation Learning	12
Multimodal Cascaded Framework with Multimodal Latent Loss Functions Robust to Missing Modalities	12
Enhancing Pose-Guided Human Image Generation with Comprehensive and Adjustable 3D Control	12
Smart City Construction and Management by Digital Twins and BIM Big Data in COVID-19 Scenario	12
A Simple Switchable Framework for Open-Vocabulary Video Instance Segmentation	12
A Real-Time Medical Image Encryption Algorithm Leveraging a Novel Hypersensitive Chaotic Map	12
FishFormer: Annulus Slicing-based Transformer for Fisheye Rectification	12
CAQoE: A Novel No-Reference Context-aware Speech Quality Prediction Metric	12
T2C: Text-guided 4D Cloth Generation	12
ALOHA: Adapting Local Spatio-Temporal Context to Enhance the Audio-Visual Semantic Segmentation	12
Language-guided Residual Graph Attention Network and Data Augmentation for Visual Grounding	12
Multiscale Feature Importance-Based Bit Allocation for End-to-End Feature Coding for Machines	12
Dual Scene Graph Convolutional Network for Motivation Prediction	12
A Multimodal Hierarchical Attentional Ordering Network	12
Deep Differential Lifelong Cross-modal Hashing for Stream Medical Data Retrieval	11
Pose- and Attribute-consistent Person Image Synthesis	11
Dual-Modality-Shared Learning and Label Refinement for Unsupervised Visible-Infrared Person ReID	11
Boolean-based Two-in-One Secret Image Sharing by Adaptive Pixel Grouping	11
A Hierarchically Discriminative Loss with Group Regularization for Fine-Grained Image Classification	11
Learning to Discern Fine-Grained Cues across Domains: Generalizing ReID via Multi-Level Feature Propagation	11
iDAM: Iteratively Trained Deep In-loop Filter with Adaptive Model Selection	11
Beyond the Parts: Learning Coarse-to-Fine Adaptive Alignment Representation for Person Search	11
Meetor: A Human-Centered Automatic Video Editing System for Meeting Recordings	11
PMAL: A Proxy Model Active Learning Approach for Vision Based Industrial Applications	11
Multimodal-Conditioned Latent Diffusion Models for Fashion Image Editing	11
SwinShadow: Shifted Window for Ambiguous Adjacent Shadow Detection	11
Variational Autoencoder with CCA for Audio–Visual Cross-modal Retrieval	11
Cryptanalysis and Improvement of a Video Cryptosystem via Chaos and S-Box	11
Invisible Adversarial Watermarking: A Novel Security Mechanism for Enhancing Copyright Protection	11
Compressed Point Cloud Quality Index by Combining Global Appearance and Local Details	11
AMC: Adaptive Multi-expert Collaborative Network for Text-guided Image Retrieval	11
Early Traffic Accident Anticipation via Feature Consistency Representation and Soft Label Regression	11
Unsupervised Adversarial Example Detection of Vision Transformers for Trustworthy Edge Computing	11
A Review of Player Engagement Estimation in Video Games: Challenges and Opportunities	11
Context-Based Novel Histogram Bin Stretching Algorithm for Automatic Contrast Enhancement	11
Hierarchical and Progressive Image Matting	11
Multi-Scale and Multi-Layer Lattice Transformer for Underwater Image Enhancement	11
Instance-level Adversarial Source-free Domain Adaptive Person Re-identification	11
Complementary Feature Pyramid Network for Object Detection	11
Suitable and Style-Consistent Multi-Texture Recommendation for Cartoon Illustrations	10
A Large-Scale Synthetic Gait Dataset Towards in-the-Wild Simulation and Comparison Study	10
JambaTalk: Speech-driven 3D Talking Head Generation based on a Hybrid Transformer-Mamba Model	10
R-HMF: A Relation-enhanced Hierarchical Multimodal Framework for Few-shot Knowledge Graph Completion	10
Multimodal Visual-Semantic Representations Learning for Scene Text Recognition	10