ACM Transactions on Multimedia Computing Communications and Applicatio

Article	Citations
Upsampling Algorithm for V-PCC-Coded 3D Point Clouds	250
Establishing Trust and Security in Decentralized Metaverse: A Web 3.0 Approach	148
AED-PADA: Improving Generalizability of Adversarial Example Detection via Principal Adversarial Domain Adaptation	122
CVLP-NaVD: Contrastive Visual-Language Pre-training Models for Non-annotated Visual Description	111
Facial-expression-aware Emotional Color Transfer Based on Convolutional Neural Network	99
Semi-supervised Learning for Mars Imagery Classification and Segmentation	86
Image-Based Personality Questionnaire Design	80
JDAN: Joint Detection and Association Network for Real-Time Online Multi-Object Tracking	79
From Recognition to Prediction: Leveraging Sequence Reasoning for Action Anticipation	70
Unsupervised Discovery and Manipulation of Continuous Disentangled Factors of Variation	69
Self-Adaptive Representation Learning Model for Multi-Modal Sentiment and Sarcasm Joint Analysis	63
Tensorial Evolutionary Optimization for Natural Image Matting	61
QuickCSGModeling: Quick CSG Operations Based on Fusing Signed Distance Fields for VR Modeling	61
Reconstruction-Free Image Compression for Machine Vision via Knowledge Transfer	60
Backdoor Two-Stream Video Models on Federated Learning	60
Enhanced Video Super-Resolution Network towards Compressed Data	58
Hypercube Pooling for Visual Semantic Embedding	57
Attentional Composition Networks for Long-Tailed Human Action Recognition	55
A Siamese Inverted Residuals Network Image Steganalysis Scheme based on Deep Learning	53
Joint Mixing Data Augmentation for Skeleton-Based Action Recognition	49
Discriminative Action Snippet Propagation Network for Weakly Supervised Temporal Action Localization	48
Towards Intelligent Attack Detection Using DNA Computing	47
Explainable AI: A Multispectral Palm-Vein Identification System with New Augmentation Features	46
Image Cropping with Content and Composition Attribute-aware Global Relation Reasoning	44
Leveraging Deep Statistics for Underwater Image Enhancement	42

Fine-Grained Text-to-Video Temporal Grounding from Coarse Boundary	41
Smart Director: An Event-Driven Directing System for Live Broadcasting	41
Category-Level Pose Estimation and Iterative Refinement for Monocular RGB-D Image	40
A Comprehensive Survey on Methods for Image Integrity	40
Point Cloud Quality Assessment: Dataset Construction and Learning-based No-reference Metric	38
BiC-Net: Learning Efficient Spatio-temporal Relation for Text-Video Retrieval	38
Unsupervised Domain Expansion for Visual Categorization	37
Quantum Fourier Convolutional Network	36
Efficient Light Field Image Compression with Enhanced Random Access	35
Using Four Hypothesis Probability Estimators for CABAC in Versatile Video Coding	35
Psychology-Guided Environment Aware Network for Discovering Social Interaction Groups from Videos	35
Rank-in-Rank Loss for Person Re-identification	35
VISCOUNTH: A Large-scale Multilingual Visual Question Answering Dataset for Cultural Heritage	35
Detection of Moving Object Using Superpixel Fusion Network	34
Decoupling Deep Learning for Enhanced Image Recognition Interpretability	34
Expanding-Window Zigzag Decodable Fountain Codes for Scalable Multimedia Transmission	34
GMS-3DQA: Projection-Based Grid Mini-patch Sampling for 3D Model Quality Assessment	32
(Compress and Restore) N : A Robust Defense Against Adversarial Attacks on Image Classification	32
The Price of Unlearning: Identifying Unlearning Risk in Edge Computing	31
LogoDet-3K: A Large-scale Image Dataset for Logo Detection	31
Immersive Multimedia Service Caching in Edge Cloud with Renewable Energy	30
A Self-Defense Copyright Protection Scheme for NFT Image Art Based on Information Embedding	30
A Multi-Task Adversarial Attack against Face Authentication	29
Boundary Attention Guided Sparse Feature Learning for Underwater Object Tracking in Edge Computing	27
HCMS: Hierarchical and Conditional Modality Selection for Efficient Video Recognition	26
Robust Video Stabilization based on Motion Decomposition	26
Visual-linguistic-stylistic Triple Reward for Cross-lingual Image Captioning	25
Exploiting Instance-level Relationships in Weakly Supervised Text-to-Video Retrieval	25
Universal Relocalizer for Weakly Supervised Referring Expression Grounding	25
SNIPPET: A Framework for Subjective Evaluation of Visual Explanations Applied to DeepFake Detection	25
Fine-grained Image Classification via Multi-scale Selective Hierarchical Biquadratic Pooling	25
Image Defogging Based on Regional Gradient Constrained Prior	25
New Metrics and Dataset for Biological Development Video Generation	25
A Multi-feature and Time-aware-based Stress Evaluation Mechanism for Mental Status Adjustment	24
ViCoFace: Learning Disentangled Latent Motion Representations for Visual-Consistent Face Reenactment	24
GANonymization: A GAN-Based Face Anonymization Framework for Preserving Emotional Expressions	23
A Quality of Experience and Visual Attention Evaluation for 360° Videos with Non-spatial and Spatial Audio	23
Non-Acted Text and Keystrokes Database and Learning Methods to Recognize Emotions	23
Introduction to the Special Issue on Advanced Approaches for Multiple Instance Learning on Multimedia Applications	22
EiMOL: A Secure Medical Image Encryption Algorithm based on Optimization and the Lorenz System	22
Precise No-Reference Image Quality Evaluation Based on Distortion Identification	22
Visual Security Index Combining CNN and Filter for Perceptually Encrypted Light Field Images	21
Visual Semantic-Based Representation Learning Using Deep CNNs for Scene Recognition	21
LayoutEnc: Leveraging Enhanced Layout Representations for Transformer-based Complex Scene Synthesis	21
A Multi-instance Multi-label Dual Learning Approach for Video Captioning	21
Melody Generation from Lyrics with Local Interpretability	21
TEVL: Trilinear Encoder for Video-language Representation Learning	21
Temporal and Semantic Correlation Network for Weakly-Supervised Temporal Action Localization	21
Gloss-driven Conditional Diffusion Models for Sign Language Production	20
Human Selective Matting	20

An Efficient and Accurate GPU-based Deep Learning Model for Multimedia Recommendation	20
Similarity Regulation and Calibration Alignment for Weakly Supervised Text-Based Person Re-Identification	20
Multi-Grained Point Cloud Geometry Compression via Dual-Model Prediction with Extended Octree	20
ATMNet: Adaptive Texture Migration Network for Guided Depth Super-Resolution	20
Cyclic Self-attention for Point Cloud Recognition	19
Authentication of LINE Chat History Files by Information Hiding	19
Principal Component Approximation Network for Image Compression	19
Zero-shot Scene Graph Generation via Triplet Calibration and Reduction	19
Pedestrian-Aware Panoramic Video Stitching Based on a Structured Camera Array	19
Counterfactual Scenario-relevant Knowledge-enriched Multi-modal Emotion Reasoning	19
Toward Egocentric Compositional Action Anticipation with Adaptive Semantic Debiasing	19
Temporal Dynamic Concept Modeling Network for Explainable Video Event Recognition	19
One-Bit Supervision for Image Classification: Problem, Solution, and Beyond	19
Cross-modal Semantically Augmented Network for Image-text Matching	19
Reversible Data Hiding in Shared JPEG Images	18
StepNet: Spatial-temporal Part-aware Network for Isolated Sign Language Recognition	18
Adversarial Sample Synthesis for Visual Question Answering	18
Structure-aware Video Style Transfer with Map Art	18
DATRA-MIV: Decoder-Adaptive Tiling and Rate Allocation for MPEG Immersive Video	18
Motion-Aware Self-Supervised RGBT Tracking with Multi-Modality Hierarchical Transformers	18
A Closer Look at Debiased Temporal Sentence Grounding in Videos: Dataset, Metric, and Approach	18
Multigranularity Feature Aggregation and Cross-level Boundary Modeling for Temporal Action Detection	17
Robust Unsupervised Gaze Calibration Using Conversation and Manipulation Attention Priors	17
Learning Domain Invariant Features for Unsupervised Indoor Depth Estimation Adaptation	17
Attack-Defending Contrastive Learning for Volumetric Medical Image Zero-Watermarking	17
Maximizing Long-Term Task Completion Ratio of UAV-Enabled Wirelessly Powered MEC Systems	17
Potential Features Fusion Network for Multimodal Fake News Detection	17
BiRe-ID: Binary Neural Network for Efficient Person Re-ID	17
Pansharpening Scheme Using Bi-dimensional Empirical Mode Decomposition and Neural Network	17
Fully Unsupervised Person Re-Identification via Selective Contrastive Learning	17
DISA: Disentangled Dual-Branch Framework for Affordance-Aware Human Insertion	17
Mutually-Guided Hierarchical Multi-Modal Feature Learning for Referring Image Segmentation	17
Dynamic Transfer Exemplar based Facial Emotion Recognition Model Toward Online Video	17
GLPose: Global-Local Representation Learning for Human Pose Estimation	16
Diversity-Representativeness Replay and Knowledge Alignment for Lifelong Vehicle Re-identification	16
Deep Modular Co-Attention Shifting Network for Multimodal Sentiment Analysis	16
Multiply Complementary Priors for Image Compressive Sensing Reconstruction in Impulsive Noise	16
Query-Guided Prototype Learning with Decoder Alignment and Dynamic Fusion in Few-Shot Segmentation	16
ReFID: Reciprocal Frequency-aware Generalizable Person Re-identification via Decomposition and Filtering	16
Towards Integrating Image Encryption with Compression: A Survey	15
Introduction to the Special Issue on Recent Trends in Medical Data Security for e-Health Applications	15
Robust RGB-T Tracking via Adaptive Modality Weight Correlation Filters and Cross-modality Learning	15
A Comprehensive Study of Deep Learning-based Covert Communication	15
PADVG: A Simple Baseline of Active Protection for Audio-Driven Video Generation	15
Triplet Contrastive Representation Learning for Unsupervised Vehicle Re-identification	15
Generative Image Steganography Based on Guidance Feature Distribution	15
Text-Guided Synthesis of Masked Face Images	15
Shot Boundary Detection Using Color Clustering and Attention Mechanism	15
Introduction to the Special Issue on Explainable Deep Learning for Medical Image Computing	14
NSDIE: Noise Suppressing Dark Image Enhancement Using Multiscale Retinex and Low-Rank Minimization	14
Cascaded Adaptive Graph Representation Learning for Image Copy-Move Forgery Detection	14
Semantics and Non-fungible Tokens for Copyright Management on the Metaverse and Beyond	14
Sentiment-Oriented Transformer-Based Variational Autoencoder Network for Live Video Commenting	14
ProposalVLAD with Proposal-Intra Exploring for Temporal Action Proposal Generation	14
Arbitrary Virtual Try-on Network: Characteristics Preservation and Tradeoff between Body and Clothing	14
Online Correction of Camera Poses for the Surround-view System: A Sparse Direct Approach	14
Content-Aware Selective Encryption for H.265/HEVC Using Deep Hashing Network and Steganography	14
Unsupervised Domain Adaptation by Causal Learning for Biometric Signal-based HCI	14
Generating Robust Adversarial Examples against Online Social Networks (OSNs)	14
Robust Image Hashing via CP Decomposition and DCT for Copy Detection	13
Self-supervised Multi-view Learning via Auto-encoding 3D Transformations	13
Privacy-preserving Multi-source Cross-domain Recommendation Based on Knowledge Graph	13
Multi-Modal Driven Pose-Controllable Talking Head Generation	13
A Densely Connected Network Based on U-Net for Medical Image Segmentation	13
Multimodality Representation Learning: A Survey on Evolution, Pretraining and Its Applications	13
Where Are They Going? Predicting Human Behaviors in Crowded Scenes	13
Domain-invariant and Patch-discriminative Feature Learning for General Deepfake Detection	13
GAN-Assisted Road Segmentation from Satellite Imagery	13
Temporal Scene Montage for Self-Supervised Video Scene Boundary Detection	13
Mimicking Individual Media Quality Perception with Neural Network based Artificial Observers	13
Semantic Completion and Filtration for Image–Text Retrieval	13
SSAT: Active Authorization Control and User’s Fingerprint Tracking Framework for DNN IP Protection	13
Learning Nighttime Semantic Segmentation the Hard Way	13
Dual Dynamic Threshold Adjustment Strategy	13
MFECN: Multi-level Feature Enhanced Cumulative Network for Scene Text Detection	13
Action-aware Linguistic Skeleton Optimization Network for Non-autoregressive Video Captioning	13
Tell, Imagine, and Search: End-to-end Learning for Composing Text and Image to Image Retrieval	13
Transformer-Based Visual Grounding with Cross-Modality Interaction	13
Quality Assessment in the Era of Large Models: A Survey	12
EVASR: Edge-Based Salience-Aware Super-Resolution for Enhanced Video Quality and Power Efficiency	12

Hyperspectral Image Reconstruction Using Multi-scale Fusion Learning	12
Dual Scene Graph Convolutional Network for Motivation Prediction	12
Self-supervised Calorie-aware Heterogeneous Graph Networks for Food Recommendation	12
Multi-view Shape Generation for a 3D Human-like Body	12
Quality Enhancement of Compressed 360-Degree Videos Using Viewport-based Deep Neural Networks	12
A Real-Time Effective Fusion-Based Image Defogging Architecture on FPGA	12
A Multiple Sieve Approach Based on Artificial Intelligent Techniques and Correlation Power Analysis	12
Review and Analysis of RGBT Single Object Tracking Methods: A Fusion Perspective	12
A Normalized Slicing-assigned Virtualization Method for 6G-based Wireless Communication Systems	12
Progressive Transformer Machine for Natural Character Reenactment	12
Skeleton-Aware Graph-Based Adversarial Networks for Human Pose Estimation from Sparse IMUs	12
Language-guided Bias Generation Contrastive Strategy for Visual Question Answering	12
Dual-Stream Structured Graph Convolution Network for Skeleton-Based Action Recognition	12
Autoregressive GAN for Semantic Unconditional Head Motion Generation	12
Noise-Resistance Learning via Multi-Granularity Consistency for Unsupervised Domain Adaptive Person Re-Identification	12
Toward High-quality Face-Mask Occluded Restoration	12
Learning the User’s Deeper Preferences for Multi-modal Recommendation Systems	12
Robust Long-Term Tracking via Localizing Occluders	11
Lifelog Image Retrieval Based on Semantic Relevance Mapping	11
Boosting Few-shot Object Detection with Discriminative Representation and Class Margin	11
Full-body Human Motion Reconstruction with Sparse Joint Tracking Using Flexible Sensors	11
PMAL: A Proxy Model Active Learning Approach for Vision Based Industrial Applications	11
A Hierarchically Discriminative Loss with Group Regularization for Fine-Grained Image Classification	11
Task-independent Recognition of Communication Skills in Group Interaction Using Time-series Modeling	11
GJFusion: A Channel-Level Correlation Construction Method for Multimodal Physiological Signal Fusion	11
Generating and Evaluating Data of Daily Activities with an Autonomous Agent in a Virtual Smart Home	11
Balanced and Accurate Pseudo-Labels for Semi-Supervised Image Classification	11
Dynamic Weighted Gradient Reversal Network for Visible-infrared Person Re-identification	11
Language-guided Residual Graph Attention Network and Data Augmentation for Visual Grounding	11
A Convolutional Neural Network Model Using Weighted Loss Function to Detect Diabetic Retinopathy	11
Pose- and Attribute-consistent Person Image Synthesis	11
AMC: Adaptive Multi-expert Collaborative Network for Text-guided Image Retrieval	11
InteractNet: Social Interaction Recognition for Semantic-rich Videos	11
Smart City Construction and Management by Digital Twins and BIM Big Data in COVID-19 Scenario	11
Joint Structure-Texture Scan-Order for Point Cloud Attribute Compression Using Affine Transformation	11
VRVul-Discovery: BiLSTM-based Vulnerability Discovery for Virtual Reality Devices in Metaverse	11
Residual-guided In-loop Filter Using Convolution Neural Network	11
SwinShadow: Shifted Window for Ambiguous Adjacent Shadow Detection	11
Beyond the Parts: Learning Coarse-to-Fine Adaptive Alignment Representation for Person Search	11
Enhanced 3D Shape Reconstruction With Knowledge Graph of Category Concept	10
MLIC ++ : Linear Complexity Multi-Reference Entropy Modeling for Learned Image Compression	10
Instance-level Adversarial Source-free Domain Adaptive Person Re-identification	10
Boolean-based Two-in-One Secret Image Sharing by Adaptive Pixel Grouping	10
Multi-Scale and Multi-Layer Lattice Transformer for Underwater Image Enhancement	10
Optimized Deep-Neural Network for Content-based Medical Image Retrieval in a Brownfield IoMT Network	10
Meetor: A Human-Centered Automatic Video Editing System for Meeting Recordings	10
Part-wise Spatio-temporal Attention Driven CNN-based 3D Human Action Recognition	10
Compressed Point Cloud Quality Index by Combining Global Appearance and Local Details	10
Unsupervised Adversarial Example Detection of Vision Transformers for Trustworthy Edge Computing	10
Inner Knowledge-based Img2Doc Scheme for Visual Question Answering	10
Self-Supervised Monocular Depth Estimation via Binocular Geometric Correlation Learning	10
Deep Differential Lifelong Cross-modal Hashing for Stream Medical Data Retrieval	10
When Pairs Meet Triplets: Improving Low-Resource Captioning via Multi-Objective Optimization	10
Learning Semantic Representation on Visual Attribute Graph for Person Re-identification and Beyond	10
A Multimodal Hierarchical Attentional Ordering Network	10
Invisible Adversarial Watermarking: A Novel Security Mechanism for Enhancing Copyright Protection	10
iDAM: Iteratively Trained Deep In-loop Filter with Adaptive Model Selection	9
A Review of Player Engagement Estimation in Video Games: Challenges and Opportunities	9
DNA Computing-Based Multi-Source Data Storage Model in Digital Twins	9
Detail-preserving Joint Image Upsampling	9
Double High-Order Correlation Preserved Robust Multi-View Ensemble Clustering	9
Privacy-Enhanced Prototype-Based Federated Cross-Modal Hashing for Cross-Modal Retrieval	9
Hierarchical and Progressive Image Matting	9
Context-Based Novel Histogram Bin Stretching Algorithm for Automatic Contrast Enhancement	9
Dual-Modality-Shared Learning and Label Refinement for Unsupervised Visible-Infrared Person ReID	9
LFIZW-GRHFMR: Robust Zero-Watermarking with GRHFMR for Light Field Image	9
Beyond Songs: Analyzing User Sentiment through Music Playlists and Multimodal Data	9
Multimodal Graph for Unaligned Multimodal Sequence Analysis via Graph Convolution and Graph Pooling	9
SOEDiff: Efficient Distillation for Small Object Editing	9
S 2 CL-Leaf Net : Recognizing Leaf Images Like Human Botanists	9
Variational Autoencoder with CCA for Audio–Visual Cross-modal Retrieval	9
DPDFormer: A Coarse-to-Fine Model for Monocular Depth Estimation	9
FishFormer: Annulus Slicing-based Transformer for Fisheye Rectification	9
Multimodal Cascaded Framework with Multimodal Latent Loss Functions Robust to Missing Modalities	9
Style-FG: a style-based framework for film grain analysis and synthesis	9
A Deep Retinex-Based Low-Light Enhancement Network Fusing Rich Intrinsic Prior Information	9
Efficient Video Transformers via Spatial-temporal Token Merging for Action Recognition	9
MF 2 ShrT: Multimodal Feature Fusion Using Shared Layered Transformer for Face Anti-spoofing	9
Multi-Modal Sarcasm Detection via Knowledge-aware Focused Graph Convolutional Networks	9
CAQoE: A Novel No-Reference Context-aware Speech Quality Prediction Metric	9
Complementary Feature Pyramid Network for Object Detection	9
Self-supervised Image-based 3D Model Retrieval	9
Editorial to Special Issue on Multimedia Cognitive Computing for Intelligent Transportation System	8
DEGAN: Detail-Enhanced Generative Adversarial Network for Monocular Depth-Based 3D Reconstruction	8
Opportunistic Transmission for Video Streaming over Wild Internet	8
Black-Box Diagnosis and Calibration on GAN Intra-Mode Collapse: A Pilot Study	8
Introduction to the Special Issue on Deep Learning for Robust Human Body Language Understanding	8
Ischemic Stroke Segmentation by Transformer and Convolutional Neural Network Using Few-Shot Learning	8
TPTE: Text-Guided Patch Token Exploitation for Unsupervised Fine-Grained Representation Learning	8
Compression Approaches for LiDAR Point Clouds and Beyond: A Survey	8
Bottom-up and Top-down Object Inference Networks for Image Captioning	8
TEC-CNN: Toward Efficient Compressing of Convolutional Neural Nets with Low-rank Tensor Decomposition	8
Depth Matters: Spatial Proximity-Based Gaze Cone Generation for Gaze Following in Wild	8
Invertible Grayscale with Sparsity Enforcing Priors	8
RSUIGM: Realistic Synthetic Underwater Image Generation with Image Formation Model	8