ACM Transactions on Multimedia Computing Communications and Applicatio

Article	Citations
Upsampling Algorithm for V-PCC-Coded 3D Point Clouds	264
AED-PADA: Improving Generalizability of Adversarial Example Detection via Principal Adversarial Domain Adaptation	155
CVLP-NaVD: Contrastive Visual-Language Pre-training Models for Non-annotated Visual Description	124
Facial-expression-aware Emotional Color Transfer Based on Convolutional Neural Network	120
Semi-supervised Learning for Mars Imagery Classification and Segmentation	102
Image-Based Personality Questionnaire Design	91
From Recognition to Prediction: Leveraging Sequence Reasoning for Action Anticipation	84
Unsupervised Discovery and Manipulation of Continuous Disentangled Factors of Variation	80
QuickCSGModeling: Quick CSG Operations Based on Fusing Signed Distance Fields for VR Modeling	73
Tensorial Evolutionary Optimization for Natural Image Matting	72
Backdoor Two-Stream Video Models on Federated Learning	64
Reconstruction-Free Image Compression for Machine Vision via Knowledge Transfer	63
Enhanced Video Super-Resolution Network towards Compressed Data	62
Attentional Composition Networks for Long-Tailed Human Action Recognition	61
Hypercube Pooling for Visual Semantic Embedding	61
A Siamese Inverted Residuals Network Image Steganalysis Scheme based on Deep Learning	60
Joint Mixing Data Augmentation for Skeleton-Based Action Recognition	59
Towards Intelligent Attack Detection Using DNA Computing	56
Explainable AI: A Multispectral Palm-Vein Identification System with New Augmentation Features	52
Fine-Grained Text-to-Video Temporal Grounding from Coarse Boundary	48
Image Cropping with Content and Composition Attribute-aware Global Relation Reasoning	48
Category-Level Pose Estimation and Iterative Refinement for Monocular RGB-D Image	47
Unsupervised Domain Expansion for Visual Categorization	43
Leveraging Deep Statistics for Underwater Image Enhancement	42
Self-Adaptive Representation Learning Model for Multi-Modal Sentiment and Sarcasm Joint Analysis	42

Establishing Trust and Security in Decentralized Metaverse: A Web 3.0 Approach	41
JDAN: Joint Detection and Association Network for Real-Time Online Multi-Object Tracking	41
BiC-Net: Learning Efficient Spatio-temporal Relation for Text-Video Retrieval	39
Smart Director: An Event-Driven Directing System for Live Broadcasting	38
Point Cloud Quality Assessment: Dataset Construction and Learning-based No-reference Metric	37
Quantum Fourier Convolutional Network	37
Rank-in-Rank Loss for Person Re-identification	36
A Comprehensive Survey on Methods for Image Integrity	36
HTTP Adaptive Streaming: A Review on Current Advances and Future Challenges	36
Psychology-Guided Environment Aware Network for Discovering Social Interaction Groups from Videos	36
Using Four Hypothesis Probability Estimators for CABAC in Versatile Video Coding	35
Efficient Light Field Image Compression with Enhanced Random Access	35
Discriminative Action Snippet Propagation Network for Weakly Supervised Temporal Action Localization	35
VISCOUNTH: A Large-scale Multilingual Visual Question Answering Dataset for Cultural Heritage	32
(Compress and Restore) N : A Robust Defense Against Adversarial Attacks on Image Classification	32
GMS-3DQA: Projection-Based Grid Mini-patch Sampling for 3D Model Quality Assessment	30
A Self-Defense Copyright Protection Scheme for NFT Image Art Based on Information Embedding	30
The Price of Unlearning: Identifying Unlearning Risk in Edge Computing	30
GANonymization: A GAN-Based Face Anonymization Framework for Preserving Emotional Expressions	29
Expanding-Window Zigzag Decodable Fountain Codes for Scalable Multimedia Transmission	29
Decoupling Deep Learning for Enhanced Image Recognition Interpretability	28
Domain-Aware Semantic Alignment Hashing for Large-Scale Zero-Shot Image Retrieval	27
Robust Video Stabilization based on Motion Decomposition	27
Immersive Multimedia Service Caching in Edge Cloud with Renewable Energy	27
Boundary Attention Guided Sparse Feature Learning for Underwater Object Tracking in Edge Computing	27
Visual-linguistic-stylistic Triple Reward for Cross-lingual Image Captioning	26
Image Defogging Based on Regional Gradient Constrained Prior	26
Universal Relocalizer for Weakly Supervised Referring Expression Grounding	26
HCMS: Hierarchical and Conditional Modality Selection for Efficient Video Recognition	26
New Metrics and Dataset for Biological Development Video Generation	25
SNIPPET: A Framework for Subjective Evaluation of Visual Explanations Applied to DeepFake Detection	25
Exploiting Instance-level Relationships in Weakly Supervised Text-to-Video Retrieval	25
ViCoFace: Learning Disentangled Latent Motion Representations for Visual-Consistent Face Reenactment	24
A Quality of Experience and Visual Attention Evaluation for 360° Videos with Non-spatial and Spatial Audio	24
EiMOL: A Secure Medical Image Encryption Algorithm based on Optimization and the Lorenz System	24
A Multi-feature and Time-aware-based Stress Evaluation Mechanism for Mental Status Adjustment	24
LogoDet-3K: A Large-scale Image Dataset for Logo Detection	23
A Multi-Task Adversarial Attack against Face Authentication	23
Non-Acted Text and Keystrokes Database and Learning Methods to Recognize Emotions	23
Precise No-Reference Image Quality Evaluation Based on Distortion Identification	22
Fine-grained Image Classification via Multi-scale Selective Hierarchical Biquadratic Pooling	22
Detection of Moving Object Using Superpixel Fusion Network	22
Cyclic Self-attention for Point Cloud Recognition	21
Melody Generation from Lyrics with Local Interpretability	21
Counterfactual Scenario-relevant Knowledge-enriched Multi-modal Emotion Reasoning	21
Visual Security Index Combining CNN and Filter for Perceptually Encrypted Light Field Images	21
A Multi-instance Multi-label Dual Learning Approach for Video Captioning	21
TEVL: Trilinear Encoder for Video-language Representation Learning	21
LayoutEnc: Leveraging Enhanced Layout Representations for Transformer-based Complex Scene Synthesis	21
Human Selective Matting	20

Gloss-driven Conditional Diffusion Models for Sign Language Production	20
Similarity Regulation and Calibration Alignment for Weakly Supervised Text-Based Person Re-Identification	20
An Efficient and Accurate GPU-based Deep Learning Model for Multimedia Recommendation	20
Pedestrian-Aware Panoramic Video Stitching Based on a Structured Camera Array	20
Temporal Dynamic Concept Modeling Network for Explainable Video Event Recognition	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
Authentication of LINE Chat History Files by Information Hiding	20
Principal Component Approximation Network for Image Compression	19
Reversible Data Hiding in Shared JPEG Images	19
Cross-modal Semantically Augmented Network for Image-text Matching	19
One-Bit Supervision for Image Classification: Problem, Solution, and Beyond	19
Zero-shot Scene Graph Generation via Triplet Calibration and Reduction	19
Toward Egocentric Compositional Action Anticipation with Adaptive Semantic Debiasing	19
Adversarial Sample Synthesis for Visual Question Answering	19
DATRA-MIV: Decoder-Adaptive Tiling and Rate Allocation for MPEG Immersive Video	19
BiRe-ID: Binary Neural Network for Efficient Person Re-ID	18
Learning Domain Invariant Features for Unsupervised Indoor Depth Estimation Adaptation	18
Pansharpening Scheme Using Bi-dimensional Empirical Mode Decomposition and Neural Network	18
Mutually-Guided Hierarchical Multi-Modal Feature Learning for Referring Image Segmentation	18
Attack-Defending Contrastive Learning for Volumetric Medical Image Zero-Watermarking	18
A Closer Look at Debiased Temporal Sentence Grounding in Videos: Dataset, Metric, and Approach	18
DTSD: A Dual Teacher-Student-Based Discrimination Model for Anomaly Detection	18
Dynamic Transfer Exemplar based Facial Emotion Recognition Model Toward Online Video	18
Multigranularity Feature Aggregation and Cross-level Boundary Modeling for Temporal Action Detection	18
Motion-Aware Self-Supervised RGBT Tracking with Multi-Modality Hierarchical Transformers	18
Temporal and Semantic Correlation Network for Weakly-Supervised Temporal Action Localization	18
Text-Guided Synthesis of Masked Face Images	17
GLPose: Global-Local Representation Learning for Human Pose Estimation	17
DISA: Disentangled Dual-Branch Framework for Affordance-Aware Human Insertion	17
PADVG: A Simple Baseline of Active Protection for Audio-Driven Video Generation	17
Diversity-Representativeness Replay and Knowledge Alignment for Lifelong Vehicle Re-identification	17
Multiply Complementary Priors for Image Compressive Sensing Reconstruction in Impulsive Noise	17
Generative Image Steganography Based on Guidance Feature Distribution	17
Robust Unsupervised Gaze Calibration Using Conversation and Manipulation Attention Priors	17
Maximizing Long-Term Task Completion Ratio of UAV-Enabled Wirelessly Powered MEC Systems	16
Triplet Contrastive Representation Learning for Unsupervised Vehicle Re-identification	16
Deep Modular Co-Attention Shifting Network for Multimodal Sentiment Analysis	16
ReFID: Reciprocal Frequency-aware Generalizable Person Re-identification via Decomposition and Filtering	16
A Comprehensive Study of Deep Learning-based Covert Communication	16
Potential Features Fusion Network for Multimodal Fake News Detection	16
Query-Guided Prototype Learning with Decoder Alignment and Dynamic Fusion in Few-Shot Segmentation	16
StepNet: Spatial-temporal Part-aware Network for Isolated Sign Language Recognition	16
Structure-aware Video Style Transfer with Map Art	16
Shot Boundary Detection Using Color Clustering and Attention Mechanism	16
Towards Integrating Image Encryption with Compression: A Survey	16
Content-Aware Selective Encryption for H.265/HEVC Using Deep Hashing Network and Steganography	15
Unsupervised Domain Adaptation by Causal Learning for Biometric Signal-based HCI	15
Fully Unsupervised Person Re-Identification via Selective Contrastive Learning	15
NSDIE: Noise Suppressing Dark Image Enhancement Using Multiscale Retinex and Low-Rank Minimization	15
Cascaded Adaptive Graph Representation Learning for Image Copy-Move Forgery Detection	15
Online Correction of Camera Poses for the Surround-view System: A Sparse Direct Approach	15
ProposalVLAD with Proposal-Intra Exploring for Temporal Action Proposal Generation	15
Semantics and Non-fungible Tokens for Copyright Management on the Metaverse and Beyond	15
Robust RGB-T Tracking via Adaptive Modality Weight Correlation Filters and Cross-modality Learning	15
Generating Robust Adversarial Examples against Online Social Networks (OSNs)	14
Self-supervised Multi-view Learning via Auto-encoding 3D Transformations	14
GAN-Assisted Road Segmentation from Satellite Imagery	14
Quality Assessment in the Era of Large Models: A Survey	14
Tell, Imagine, and Search: End-to-end Learning for Composing Text and Image to Image Retrieval	14
Privacy-preserving Multi-source Cross-domain Recommendation Based on Knowledge Graph	14
Domain-invariant and Patch-discriminative Feature Learning for General Deepfake Detection	14
Mimicking Individual Media Quality Perception with Neural Network based Artificial Observers	14
Skeleton-Aware Graph-Based Adversarial Networks for Human Pose Estimation from Sparse IMUs	14
Where Are They Going? Predicting Human Behaviors in Crowded Scenes	14
Arbitrary Virtual Try-on Network: Characteristics Preservation and Tradeoff between Body and Clothing	14
Dual Dynamic Threshold Adjustment Strategy	14
Multi-Modal Driven Pose-Controllable Talking Head Generation	14
Multi-view Shape Generation for a 3D Human-like Body	14
A Densely Connected Network Based on U-Net for Medical Image Segmentation	14
Progressive Transformer Machine for Natural Character Reenactment	13
Toward High-quality Face-Mask Occluded Restoration	13
Transformer-Based Visual Grounding with Cross-Modality Interaction	13
Learning Nighttime Semantic Segmentation the Hard Way	13
Quality Enhancement of Compressed 360-Degree Videos Using Viewport-based Deep Neural Networks	13
SSAT: Active Authorization Control and User’s Fingerprint Tracking Framework for DNN IP Protection	13
3D Facial Shape Similarity with Deep Perceptual Representations	13
Semantic Completion and Filtration for Image–Text Retrieval	13
MFECN: Multi-level Feature Enhanced Cumulative Network for Scene Text Detection	13
Sentiment-Oriented Transformer-Based Variational Autoencoder Network for Live Video Commenting	13

A Normalized Slicing-assigned Virtualization Method for 6G-based Wireless Communication Systems	13
Multimodality Representation Learning: A Survey on Evolution, Pretraining and Its Applications	13
Lifelog Image Retrieval Based on Semantic Relevance Mapping	12
EVASR: Edge-Based Salience-Aware Super-Resolution for Enhanced Video Quality and Power Efficiency	12
Learning the User’s Deeper Preferences for Multi-modal Recommendation Systems	12
Robust Image Hashing via CP Decomposition and DCT for Copy Detection	12
Dual-Stream Structured Graph Convolution Network for Skeleton-Based Action Recognition	12
Review and Analysis of RGBT Single Object Tracking Methods: A Fusion Perspective	12
VRVul-Discovery: BiLSTM-based Vulnerability Discovery for Virtual Reality Devices in Metaverse	12
Hyperspectral Image Reconstruction Using Multi-scale Fusion Learning	12
Language-guided Bias Generation Contrastive Strategy for Visual Question Answering	12
Action-aware Linguistic Skeleton Optimization Network for Non-autoregressive Video Captioning	12
Noise-Resistance Learning via Multi-Granularity Consistency for Unsupervised Domain Adaptive Person Re-Identification	12
Autoregressive GAN for Semantic Unconditional Head Motion Generation	12
Generating and Evaluating Data of Daily Activities with an Autonomous Agent in a Virtual Smart Home	12
Balanced and Accurate Pseudo-Labels for Semi-Supervised Image Classification	12
Introduction to the Special Issue on Explainable Deep Learning for Medical Image Computing	12
Temporal Scene Montage for Self-Supervised Video Scene Boundary Detection	12
Self-supervised Calorie-aware Heterogeneous Graph Networks for Food Recommendation	12
Dual Scene Graph Convolutional Network for Motivation Prediction	12
InteractNet: Social Interaction Recognition for Semantic-rich Videos	12
Pose- and Attribute-consistent Person Image Synthesis	11
ALOHA: Adapting Local Spatio-Temporal Context to Enhance the Audio-Visual Semantic Segmentation	11
Joint Structure-Texture Scan-Order for Point Cloud Attribute Compression Using Affine Transformation	11
Language-guided Residual Graph Attention Network and Data Augmentation for Visual Grounding	11
PMAL: A Proxy Model Active Learning Approach for Vision Based Industrial Applications	11
Task-independent Recognition of Communication Skills in Group Interaction Using Time-series Modeling	11
When Pairs Meet Triplets: Improving Low-Resource Captioning via Multi-Objective Optimization	11
Unsupervised Adversarial Example Detection of Vision Transformers for Trustworthy Edge Computing	11
A Real-Time Effective Fusion-Based Image Defogging Architecture on FPGA	11
Dynamic Weighted Gradient Reversal Network for Visible-infrared Person Re-identification	11
Full-body Human Motion Reconstruction with Sparse Joint Tracking Using Flexible Sensors	11
Boosting Few-shot Object Detection with Discriminative Representation and Class Margin	11
SwinShadow: Shifted Window for Ambiguous Adjacent Shadow Detection	11
AMC: Adaptive Multi-expert Collaborative Network for Text-guided Image Retrieval	11
Boolean-based Two-in-One Secret Image Sharing by Adaptive Pixel Grouping	11
Self-Supervised Monocular Depth Estimation via Binocular Geometric Correlation Learning	11
Smart City Construction and Management by Digital Twins and BIM Big Data in COVID-19 Scenario	11
Robust Long-Term Tracking via Localizing Occluders	11
A Convolutional Neural Network Model Using Weighted Loss Function to Detect Diabetic Retinopathy	11
GJFusion: A Channel-Level Correlation Construction Method for Multimodal Physiological Signal Fusion	11
A Hierarchically Discriminative Loss with Group Regularization for Fine-Grained Image Classification	11
Meetor: A Human-Centered Automatic Video Editing System for Meeting Recordings	11
Compressed Point Cloud Quality Index by Combining Global Appearance and Local Details	11
A Multimodal Hierarchical Attentional Ordering Network	10
LFIZW-GRHFMR: Robust Zero-Watermarking with GRHFMR for Light Field Image	10
Context-Based Novel Histogram Bin Stretching Algorithm for Automatic Contrast Enhancement	10
Hierarchical and Progressive Image Matting	10
Deep Differential Lifelong Cross-modal Hashing for Stream Medical Data Retrieval	10
Inner Knowledge-based Img2Doc Scheme for Visual Question Answering	10
Dual-Modality-Shared Learning and Label Refinement for Unsupervised Visible-Infrared Person ReID	10
A Review of Player Engagement Estimation in Video Games: Challenges and Opportunities	10
DPDFormer: A Coarse-to-Fine Model for Monocular Depth Estimation	10
Optimized Deep-Neural Network for Content-based Medical Image Retrieval in a Brownfield IoMT Network	10
Multi-Scale and Multi-Layer Lattice Transformer for Underwater Image Enhancement	10
FishFormer: Annulus Slicing-based Transformer for Fisheye Rectification	10
Complementary Feature Pyramid Network for Object Detection	10
CAQoE: A Novel No-Reference Context-aware Speech Quality Prediction Metric	10
Multimodal Cascaded Framework with Multimodal Latent Loss Functions Robust to Missing Modalities	10
Enhanced 3D Shape Reconstruction With Knowledge Graph of Category Concept	10
Learning Semantic Representation on Visual Attribute Graph for Person Re-identification and Beyond	9
Style-FG: a style-based framework for film grain analysis and synthesis	9
Residual-guided In-loop Filter Using Convolution Neural Network	9
SOEDiff: Efficient Distillation for Small Object Editing	9
Suitable and Style-Consistent Multi-Texture Recommendation for Cartoon Illustrations	9
Pivot: Panoramic-Image-Based VR User Authentication against Side-Channel Attacks	9
Beyond Songs: Analyzing User Sentiment through Music Playlists and Multimodal Data	9
Detail-preserving Joint Image Upsampling	9
Beyond the Parts: Learning Coarse-to-Fine Adaptive Alignment Representation for Person Search	9
Part-wise Spatio-temporal Attention Driven CNN-based 3D Human Action Recognition	9
Instance-level Adversarial Source-free Domain Adaptive Person Re-identification	9
Invisible Adversarial Watermarking: A Novel Security Mechanism for Enhancing Copyright Protection	9
T2C: Text-guided 4D Cloth Generation	9
A Novel Multi-Sample Generation Method for Adversarial Attacks	9
Discard Significant Bits of Compressed Sensing: A Robust Image Coding for Resource-Limited Contexts	9
A Deep Retinex-Based Low-Light Enhancement Network Fusing Rich Intrinsic Prior Information	9
Text-and-Image Learning Transformer for Cross-Modal Person Re-Identification	9
Variational Autoencoder with CCA for Audio–Visual Cross-modal Retrieval	9
MLIC ++ : Linear Complexity Multi-Reference Entropy Modeling for Learned Image Compression	9
iDAM: Iteratively Trained Deep In-loop Filter with Adaptive Model Selection	9
Self-supervised Image-based 3D Model Retrieval	9
S 2 CL-Leaf Net : Recognizing Leaf Images Like Human Botanists	9
Multi-Scale Feature Attention Fusion for Image Splicing Forgery Detection	9
PGNet: Progressive Feature Guide Learning Network for Three-dimensional Shape Recognition	9
DNA Computing-Based Multi-Source Data Storage Model in Digital Twins	9
Editorial to Special Issue on Multimedia Cognitive Computing for Intelligent Transportation System	8
Low-light Image Enhancement via a Frequency-based Model with Structure and Texture Decomposition	8
DEGAN: Detail-Enhanced Generative Adversarial Network for Monocular Depth-Based 3D Reconstruction	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
JoT-GAN: A Framework for Jointly Training GAN and Person Re-Identification Model	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