ACM Transactions on Multimedia Computing Communications and Applicatio

Article	Citations
HTTP Adaptive Streaming: A Review on Current Advances and Future Challenges	330
CVLP-NaVD: Contrastive Visual-Language Pre-training Models for Non-annotated Visual Description	185
Upsampling Algorithm for V-PCC-Coded 3D Point Clouds	138
From Recognition to Prediction: Leveraging Sequence Reasoning for Action Anticipation	126
QuickCSGModeling: Quick CSG Operations Based on Fusing Signed Distance Fields for VR Modeling	117
Image Cropping with Content and Composition Attribute-aware Global Relation Reasoning	108
Hypercube Pooling for Visual Semantic Embedding	95
Tensorial Evolutionary Optimization for Natural Image Matting	88
Backdoor Two-Stream Video Models on Federated Learning	85
Attentional Composition Networks for Long-Tailed Human Action Recognition	82
Fine-Grained Text-to-Video Temporal Grounding from Coarse Boundary	73
Facial-expression-aware Emotional Color Transfer Based on Convolutional Neural Network	73
Unsupervised Discovery and Manipulation of Continuous Disentangled Factors of Variation	72
Discriminative Action Snippet Propagation Network for Weakly Supervised Temporal Action Localization	71
Image-Based Personality Questionnaire Design	69
Self-Adaptive Representation Learning Model for Multi-Modal Sentiment and Sarcasm Joint Analysis	64
Smart Director: An Event-Driven Directing System for Live Broadcasting	64
Quantum Fourier Convolutional Network	64
Rank-in-Rank Loss for Person Re-identification	58
Towards Intelligent Attack Detection Using DNA Computing	54
Unsupervised Domain Expansion for Visual Categorization	54
A Siamese Inverted Residuals Network Image Steganalysis Scheme based on Deep Learning	49
Reconstruction-Free Image Compression for Machine Vision via Knowledge Transfer	48
Point Cloud Quality Assessment: Dataset Construction and Learning-based No-reference Metric	48
JDAN: Joint Detection and Association Network for Real-Time Online Multi-Object Tracking	48

Joint Mixing Data Augmentation for Skeleton-Based Action Recognition	47
Establishing Trust and Security in Decentralized Metaverse: A Web 3.0 Approach	43
Enhanced Video Super-Resolution Network towards Compressed Data	42
Infrared and Visible Image Fusion via Text-Prior Guided Frequency-Domain Decomposition	41
Category-Level Pose Estimation and Iterative Refinement for Monocular RGB-D Image	40
A Comprehensive Survey on Methods for Image Integrity	40
Semi-supervised Learning for Mars Imagery Classification and Segmentation	40
Psychology-Guided Environment Aware Network for Discovering Social Interaction Groups from Videos	38
Decoupling Deep Learning for Enhanced Image Recognition Interpretability	36
BiC-Net: Learning Efficient Spatio-temporal Relation for Text-Video Retrieval	36
AED-PADA: Improving Generalizability of Adversarial Example Detection via Principal Adversarial Domain Adaptation	36
New Metrics and Dataset for Biological Development Video Generation	35
ViCoFace: Learning Disentangled Latent Motion Representations for Visual-Consistent Face Reenactment	35
Expanding-Window Zigzag Decodable Fountain Codes for Scalable Multimedia Transmission	35
SNIPPET: A Framework for Subjective Evaluation of Visual Explanations Applied to DeepFake Detection	33
A Self-Defense Copyright Protection Scheme for NFT Image Art Based on Information Embedding	33
Universal Relocalizer for Weakly Supervised Referring Expression Grounding	33
HCMS: Hierarchical and Conditional Modality Selection for Efficient Video Recognition	32
The Price of Unlearning: Identifying Unlearning Risk in Edge Computing	32
CLOUD-CODEC : A New Way of Storing Traffic Camera Footage at Scale	32
A Quality of Experience and Visual Attention Evaluation for 360° Videos with Non-spatial and Spatial Audio	32
Boundary Attention-Guided Sparse Feature Learning for Underwater Object Tracking in Edge Computing	31
Multi-spectral Class Center Network for Face Manipulation Localization	31
Visual-linguistic-stylistic Triple Reward for Cross-lingual Image Captioning	31
Benchmarking Multi-dimensional AIGC Video Quality Assessment: A Dataset and Unified Model	30
Efficient Light Field Image Compression with Enhanced Random Access	30
Domain-Aware Semantic Alignment Hashing for Large-Scale Zero-Shot Image Retrieval	30
ER-Depth: Enhancing the Robustness of Self-Supervised Monocular Depth Estimation in Challenging Scenes	30
CtxMIM: Context-Enhanced Masked Image Modeling for Remote Sensing Image Understanding	29
Robust Video Stabilization based on Motion Decomposition	29
GANonymization: A GAN-Based Face Anonymization Framework for Preserving Emotional Expressions	29
Detection of Moving Object Using Superpixel Fusion Network	28
Non-Acted Text and Keystrokes Database and Learning Methods to Recognize Emotions	28
Exploiting Instance-level Relationships in Weakly Supervised Text-to-Video Retrieval	28
Using Four Hypothesis Probability Estimators for CABAC in Versatile Video Coding	28
Image Defogging Based on Regional Gradient Constrained Prior	28
LogoDet-3K: A Large-scale Image Dataset for Logo Detection	28
VISCOUNTH: A Large-scale Multilingual Visual Question Answering Dataset for Cultural Heritage	28
Immersive Multimedia Service Caching in Edge Cloud with Renewable Energy	27
(Compress and Restore) N : A Robust Defense Against Adversarial Attacks on Image Classification	27
A Multi-feature and Time-aware-based Stress Evaluation Mechanism for Mental Status Adjustment	27
Boosting Transferability of Adversarial Examples with Spatio-Temporal Context	26
EiMOL: A Secure Medical Image Encryption Algorithm based on Optimization and the Lorenz System	26
A Multi-Task Adversarial Attack against Face Authentication	26
Joint-Dataset Learning and Cross-Consistent Regularization for Text-to-Motion Retrieval	26
DTSD: A Dual Teacher–Student-Based Discrimination Model for Anomaly Detection	25
Source Information-Assisted UV-Space Transformation Network for Person Image Generation	25
Alleviating Hallucination in Large Vision-Language Models with Active Retrieval Augmentation	25
Fine-grained Image Classification via Multi-scale Selective Hierarchical Biquadratic Pooling	25
Spotting the Fakes: A Deep Dive into GAN-Generated Face Detection	25

GMS-3DQA: Projection-Based Grid Mini-patch Sampling for 3D Model Quality Assessment	25
Cyclic Self-attention for Point Cloud Recognition	25
Temporal and Semantic Correlation Network for Weakly-Supervised Temporal Action Localization	24
Deep Chroma Compression of Tone-Mapped Images	24
Pedestrian-Aware Panoramic Video Stitching Based on a Structured Camera Array	24
TEVL: Trilinear Encoder for Video-language Representation Learning	23
Principal Component Approximation Network for Image Compression	23
Counterfactual Scenario-relevant Knowledge-enriched Multi-modal Emotion Reasoning	23
Temporal Dynamic Concept Modeling Network for Explainable Video Event Recognition	23
Zero-shot Scene Graph Generation via Triplet Calibration and Reduction	23
One-Bit Supervision for Image Classification: Problem, Solution, and Beyond	23
Similarity Regulation and Calibration Alignment for Weakly Supervised Text-Based Person Re-Identification	23
ATMNet: Adaptive Texture Migration Network for Guided Depth Super-Resolution	22
Multi-Grained Point Cloud Geometry Compression via Dual-Model Prediction with Extended Octree	22
Motion-Aware Self-Supervised RGBT Tracking with Multi-Modality Hierarchical Transformers	22
Reversible Data Hiding in Shared JPEG Images	22
Toward Egocentric Compositional Action Anticipation with Adaptive Semantic Debiasing	21
Adversarial Sample Synthesis for Visual Question Answering	21
LayoutEnc: Leveraging Enhanced Layout Representations for Transformer-based Complex Scene Synthesis	21
An Efficient and Accurate GPU-based Deep Learning Model for Multimedia Recommendation	21
Human Selective Matting	21
DATRA-MIV: Decoder-Adaptive Tiling and Rate Allocation for MPEG Immersive Video	21
Deep Modular Co-Attention Shifting Network for Multimodal Sentiment Analysis	20
Melody Generation from Lyrics with Local Interpretability	20
Cross-modal Semantically Augmented Network for Image-text Matching	20
BiRe-ID: Binary Neural Network for Efficient Person Re-ID	20
Authentication of LINE Chat History Files by Information Hiding	20
Enhancing Embedding Diversity and Robustness for Image-Text Retrieval in Remote Sensing	20
Multiply Complementary Priors for Image Compressive Sensing Reconstruction in Impulsive Noise	20
Gloss-driven Conditional Diffusion Models for Sign Language Production	20
Visual Security Index Combining CNN and Filter for Perceptually Encrypted Light Field Images	20
Robust RGB-T Tracking via Adaptive Modality Weight Correlation Filters and Cross-modality Learning	19
Generative Image Steganography Based on Guidance Feature Distribution	19
DISA: Disentangled Dual-Branch Framework for Affordance-Aware Human Insertion	19
Diversity-Representativeness Replay and Knowledge Alignment for Lifelong Vehicle Re-identification	19
Robust Unsupervised Gaze Calibration Using Conversation and Manipulation Attention Priors	19
Maximizing Long-Term Task Completion Ratio of UAV-Enabled Wirelessly Powered MEC Systems	19
Structure-aware Video Style Transfer with Map Art	19
Dynamic Transfer Exemplar based Facial Emotion Recognition Model Toward Online Video	19
Pansharpening Scheme Using Bi-dimensional Empirical Mode Decomposition and Neural Network	19
Mutually-Guided Hierarchical Multi-Modal Feature Learning for Referring Image Segmentation	19
Cross-Modality Relation and Uncertainty Exploration for Text-Based Person Search	18
Query-Guided Prototype Learning with Decoder Alignment and Dynamic Fusion in Few-Shot Segmentation	18
PADVG: A Simple Baseline of Active Protection for Audio-Driven Video Generation	18
Multigranularity Feature Aggregation and Cross-level Boundary Modeling for Temporal Action Detection	18
GLPose: Global-Local Representation Learning for Human Pose Estimation	18
Triplet Contrastive Representation Learning for Unsupervised Vehicle Re-identification	18
Attack-Defending Contrastive Learning for Volumetric Medical Image Zero-Watermarking	18
Text-Guided Synthesis of Masked Face Images	18
ReFID: Reciprocal Frequency-aware Generalizable Person Re-identification via Decomposition and Filtering	18
Learning Domain Invariant Features for Unsupervised Indoor Depth Estimation Adaptation	17
Potential Features Fusion Network for Multimodal Fake News Detection	17
StepNet: Spatial-temporal Part-aware Network for Isolated Sign Language Recognition	17
3D Facial Shape Similarity with Deep Perceptual Representations	17
Shot Boundary Detection Using Color Clustering and Attention Mechanism	17
Fully Unsupervised Person Re-Identification via Selective Contrastive Learning	17
CLIP-GS: CLIP-Informed Gaussian Splatting for View-Consistent 3D Indoor Semantic Understanding	17
Skeleton-Aware Graph-Based Adversarial Networks for Human Pose Estimation from Sparse IMUs	17
A Closer Look at Debiased Temporal Sentence Grounding in Videos: Dataset, Metric, and Approach	17
A Comprehensive Study of Deep Learning-based Covert Communication	17
Towards Integrating Image Encryption with Compression: A Survey	17
Temporal Scene Montage for Self-Supervised Video Scene Boundary Detection	16
Semantics and Non-fungible Tokens for Copyright Management on the Metaverse and Beyond	16
NSDIE: Noise Suppressing Dark Image Enhancement Using Multiscale Retinex and Low-Rank Minimization	16
Tell, Imagine, and Search: End-to-end Learning for Composing Text and Image to Image Retrieval	16
Generating Robust Adversarial Examples against Online Social Networks (OSNs)	16
Dual Dynamic Threshold Adjustment Strategy	16
Unsupervised Domain Adaptation by Causal Learning for Biometric Signal-based HCI	16
Cascaded Adaptive Graph Representation Learning for Image Copy-Move Forgery Detection	15
Quality Enhancement of Compressed 360-Degree Videos Using Viewport-based Deep Neural Networks	15
Robust Image Hashing via CP Decomposition and DCT for Copy Detection	15
Action-aware Linguistic Skeleton Optimization Network for Non-autoregressive Video Captioning	15
ProposalVLAD with Proposal-Intra Exploring for Temporal Action Proposal Generation	15
Quality Assessment in the Era of Large Models: A Survey	15
Arbitrary Virtual Try-on Network: Characteristics Preservation and Tradeoff between Body and Clothing	15
Content-Aware Selective Encryption for H.265/HEVC Using Deep Hashing Network and Steganography	15
Where Are They Going? Predicting Human Behaviors in Crowded Scenes	15
Online Correction of Camera Poses for the Surround-view System: A Sparse Direct Approach	15
Offloading-based Power-Efficient Mobile VTuber Live Streaming	15
A Normalized Slicing-assigned Virtualization Method for 6G-based Wireless Communication Systems	15

Domain-invariant and Patch-discriminative Feature Learning for General Deepfake Detection	15
Multi-view Shape Generation for a 3D Human-like Body	15
Semantic Completion and Filtration for Image–Text Retrieval	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
Multimodality Representation Learning: A Survey on Evolution, Pretraining and Its Applications	14
SSAT: Active Authorization Control and User’s Fingerprint Tracking Framework for DNN IP Protection	14
Dynamic Weighted Gradient Reversal Network for Visible-infrared Person Re-identification	14
Boosting Few-shot Object Detection with Discriminative Representation and Class Margin	14
Toward High-quality Face-Mask Occluded Restoration	14
Progressive Transformer Machine for Natural Character Reenactment	14
Learning the User’s Deeper Preferences for Multi-modal Recommendation Systems	14
Self-supervised Multi-view Learning via Auto-encoding 3D Transformations	14
Transformer-Based Visual Grounding with Cross-Modality Interaction	14
Noise-Resistance Learning via Multi-Granularity Consistency for Unsupervised Domain Adaptive Person Re-Identification	14
Sentiment-Oriented Transformer-Based Variational Autoencoder Network for Live Video Commenting	14
Privacy-preserving Multi-source Cross-domain Recommendation Based on Knowledge Graph	14
Generation and Editing of Mandrill Faces: Application to Sex Editing and Assessment	14
Mimicking Individual Media Quality Perception with Neural Network based Artificial Observers	14
Learning Nighttime Semantic Segmentation the Hard Way	14
Self-supervised Calorie-aware Heterogeneous Graph Networks for Food Recommendation	14
A Convolutional Neural Network Model Using Weighted Loss Function to Detect Diabetic Retinopathy	14
Multi-Modal Driven Pose-Controllable Talking Head Generation	14
GAN-Assisted Road Segmentation from Satellite Imagery	14
Autoregressive GAN for Semantic Unconditional Head Motion Generation	13
Generating and Evaluating Data of Daily Activities with an Autonomous Agent in a Virtual Smart Home	13
Hyperspectral Image Reconstruction Using Multi-scale Fusion Learning	13
InteractNet: Social Interaction Recognition for Semantic-rich Videos	13
Smart City Construction and Management by Digital Twins and BIM Big Data in COVID-19 Scenario	13
A Real-Time Medical Image Encryption Algorithm Leveraging a Novel Hypersensitive Chaotic Map	13
GJFusion: A Channel-Level Correlation Construction Method for Multimodal Physiological Signal Fusion	13
Efficient Privacy-Preserving Video Analytics via Share Transforming in Distributed Clouds	13
Robust Long-Term Tracking via Localizing Occluders	13
Review and Analysis of RGBT Single Object Tracking Methods: A Fusion Perspective	13
Joint Structure-Texture Scan-Order for Point Cloud Attribute Compression Using Affine Transformation	13
Language-guided Residual Graph Attention Network and Data Augmentation for Visual Grounding	13
Language-guided Bias Generation Contrastive Strategy for Visual Question Answering	13
Dual-Stream Structured Graph Convolution Network for Skeleton-Based Action Recognition	13
Meetor: A Human-Centered Automatic Video Editing System for Meeting Recordings	12
Enhanced 3D Shape Reconstruction With Knowledge Graph of Category Concept	12
Residual-guided In-loop Filter Using Convolution Neural Network	12
Learning Semantic Representation on Visual Attribute Graph for Person Re-identification and Beyond	12
Unsupervised Adversarial Example Detection of Vision Transformers for Trustworthy Edge Computing	12
VRVul-Discovery: BiLSTM-based Vulnerability Discovery for Virtual Reality Devices in Metaverse	12
Dual Scene Graph Convolutional Network for Motivation Prediction	12
Multiscale Feature Importance-Based Bit Allocation for End-to-End Feature Coding for Machines	12
Portrait Video Compression with Semantic-guided Animation Model and Background Incremental Coding	12
Context-Based Novel Histogram Bin Stretching Algorithm for Automatic Contrast Enhancement	12
When Pairs Meet Triplets: Improving Low-Resource Captioning via Multi-Objective Optimization	12
A Multimodal Hierarchical Attentional Ordering Network	12
LFIZW-GRHFMR: Robust Zero-Watermarking with GRHFMR for Light Field Image	12
Compressed Point Cloud Quality Index by Combining Global Appearance and Local Details	12
Full-body Human Motion Reconstruction with Sparse Joint Tracking Using Flexible Sensors	12
ALOHA: Adapting Local Spatio-Temporal Context to Enhance the Audio-Visual Semantic Segmentation	12
EIN: Exposure-Induced Network for Single-Image HDR Reconstruction	12
FAST: Flexibly Controllable Arbitrary Style Transfer via Latent Diffusion Models	12
T2C: Text-guided 4D Cloth Generation	12
Boolean-based Two-in-One Secret Image Sharing by Adaptive Pixel Grouping	12
FishFormer: Annulus Slicing-based Transformer for Fisheye Rectification	12
Invisible Adversarial Watermarking: A Novel Security Mechanism for Enhancing Copyright Protection	12
Balanced and Accurate Pseudo-Labels for Semi-Supervised Image Classification	12
EVASR: Edge-Based Salience-Aware Super-Resolution for Enhanced Video Quality and Power Efficiency	12
Language-guided Visual Tracking: Comprehensive and Effective Multimodal Information Fusion	12
Trans-Convo-Former Net for Hierarchical Prediction of Household Images	12
Self-Supervised Monocular Depth Estimation via Binocular Geometric Correlation Learning	11
Dual-Modality-Shared Learning and Label Refinement for Unsupervised Visible-Infrared Person ReID	11
A Hierarchically Discriminative Loss with Group Regularization for Fine-Grained Image Classification	11
Complementary Feature Pyramid Network for Object Detection	11
PMAL: A Proxy Model Active Learning Approach for Vision Based Industrial Applications	11
A Review of Player Engagement Estimation in Video Games: Challenges and Opportunities	11
Inner Knowledge-based Img2Doc Scheme for Visual Question Answering	11
Beyond the Parts: Learning Coarse-to-Fine Adaptive Alignment Representation for Person Search	11
MLIC ++ : Linear Complexity Multi-Reference Entropy Modeling for Learned Image Compression	11
Multimodal Cascaded Framework with Multimodal Latent Loss Functions Robust to Missing Modalities	11
Task-independent Recognition of Communication Skills in Group Interaction Using Time-series Modeling	11
AMC: Adaptive Multi-expert Collaborative Network for Text-guided Image Retrieval	11
CAQoE: A Novel No-Reference Context-aware Speech Quality Prediction Metric	11
Optimized Deep-Neural Network for Content-based Medical Image Retrieval in a Brownfield IoMT Network	11
How to Understand Named Entities: Using Commonsense for News Captioning	11
Variational Autoencoder with CCA for Audio–Visual Cross-modal Retrieval	11
iDAM: Iteratively Trained Deep In-loop Filter with Adaptive Model Selection	11
Multi-Scale and Multi-Layer Lattice Transformer for Underwater Image Enhancement	11
Early Traffic Accident Anticipation via Feature Consistency Representation and Soft Label Regression	11
Pose- and Attribute-consistent Person Image Synthesis	11
Instance-level Adversarial Source-free Domain Adaptive Person Re-identification	11
Deep Differential Lifelong Cross-modal Hashing for Stream Medical Data Retrieval	11
SwinShadow: Shifted Window for Ambiguous Adjacent Shadow Detection	11
DPDFormer: A Coarse-to-Fine Model for Monocular Depth Estimation	11
Hierarchical and Progressive Image Matting	11
A Deep Retinex-Based Low-Light Enhancement Network Fusing Rich Intrinsic Prior Information	10
DNA Computing-Based Multi-Source Data Storage Model in Digital Twins	10
SOEDiff: Efficient Distillation for Small Object Editing	10
R-HMF: A Relation-enhanced Hierarchical Multimodal Framework for Few-shot Knowledge Graph Completion	10
Double High-Order Correlation Preserved Robust Multi-View Ensemble Clustering	10
Discard Significant Bits of Compressed Sensing: A Robust Image Coding for Resource-Limited Contexts	10