ACM Transactions on Multimedia Computing Communications and Applicatio

Article	Citations
Multi-Source Knowledge Reasoning Graph Network for Multi-Modal Commonsense Inference	188
BiC-Net: Learning Efficient Spatio-temporal Relation for Text-Video Retrieval	125
Tensorial Evolutionary Optimization for Natural Image Matting	115
QuickCSGModeling: Quick CSG Operations Based on Fusing Signed Distance Fields for VR Modeling	94
Unsupervised Domain Expansion for Visual Categorization	84
Generative Adversarial Networks with Learnable Auxiliary Module for Image Synthesis	83
Context-Based Novel Histogram Bin Stretching Algorithm for Automatic Contrast Enhancement	73
UVC: An Unified Deep Video Compression Framework	62
Discriminative Action Snippet Propagation Network for Weakly Supervised Temporal Action Localization	62
Unleashing Creativity in the Metaverse: Generative AI and Multimodal Content	62
Spatio-Temporal Attention for Text-Video Retrieval	59
A 360-degree Video Player for Dynamic Video Editing Applications	57
Residual-guided In-loop Filter Using Convolution Neural Network	55
When Pairs Meet Triplets: Improving Low-Resource Captioning via Multi-Objective Optimization	55
Deep Saliency Mapping for 3D Meshes and Applications	49
PMAL: A Proxy Model Active Learning Approach for Vision Based Industrial Applications	49
Correlation-aware Cross-modal Attention Network for Fashion Compatibility Modeling in UGC Systems	48
Variational Autoencoder with CCA for Audio–Visual Cross-modal Retrieval	46
Graph Attention Transformer Network for Multi-label Image Classification	45
Incomplete Multiview Clustering via Semidiscrete Optimal Transport for Multimedia Data Mining in IoT	42
Optimized Deep-Neural Network for Content-based Medical Image Retrieval in a Brownfield IoMT Network	41
Hiding Message Using a Cycle Generative Adversarial Network	40
Moment is Important: Language-Based Video Moment Retrieval via Adversarial Learning	39
Boolean-based Two-in-One Secret Image Sharing by Adaptive Pixel Grouping	37
Forgery Detection by Weighted Complementarity between Significant Invariance and Detail Enhancement	36

Inner Knowledge-based Img2Doc Scheme for Visual Question Answering	34
Bottom-up and Layerwise Domain Adaptation for Pedestrian Detection in Thermal Images	33
Two-stream Multi-level Dynamic Point Transformer for Two-person Interaction Recognition	32
CMAF: Cross-Modal Augmentation via Fusion for Underwater Acoustic Image Recognition	32
Two-Stage Perceptual Quality Oriented Rate Control Algorithm for HEVC	32
Semi-supervised Video Object Segmentation Via an Edge Attention Gated Graph Convolutional Network	32
iDAM: Iteratively Trained Deep In-loop Filter with Adaptive Model Selection	31
Towards Intelligent Attack Detection Using DNA Computing	31
Multi-granularity Brushstrokes Network for Universal Style Transfer	31
Paying Attention to Vehicles: A Systematic Review on Transformer-Based Vehicle Re-Identification	31
FasterPose: A Faster Simple Baseline for Human Pose Estimation	30
Context-Aware 3D Points of Interest Detection via Spatial Attention Mechanism	29
Realtime Recognition of Dynamic Hand Gestures in Practical Applications	28
Collocated Clothing Synthesis with GANs Aided by Textual Information: A Multi-Modal Framework	27
Adaptive Cloud VR Gaming Optimized by Gamer QoE Models	27
PLACE Dropout: A Progressive Layer-wise and Channel-wise Dropout for Domain Generalization	26
Transform-Equivariant Consistency Learning for Temporal Sentence Grounding	26
Deep Learning-based Smart Predictive Evaluation for Interactive Multimedia-enabled Smart Healthcare	26
Facial-expression-aware Emotional Color Transfer Based on Convolutional Neural Network	26
Compressed Point Cloud Quality Index by Combining Global Appearance and Local Details	25
KF-VTON: Keypoints-Driven Flow Based Virtual Try-On Network	25
Double Attention Based on Graph Attention Network for Image Multi-Label Classification	25
Knowledge-integrated Multi-modal Movie Turning Point Identification	24
Complementary Feature Pyramid Network for Object Detection	24
Image-Based Personality Questionnaire Design	22
Joint Source-Channel Decoding of Polar Codes for HEVC-Based Video Streaming	22
A Multi-Level Consistency Network for High-Fidelity Virtual Try-On	22
Exploiting Spatial-Temporal Context for Interacting Hand Reconstruction on Monocular RGB Video	21
Table of Contents: Online Supplement Volume 17, Number 2s-3s	21
Enhanced 3D Shape Reconstruction With Knowledge Graph of Category Concept	20
DiRaC-I: Identifying Diverse and Rare Training Classes for Zero-Shot Learning	20
Diversely-Supervised Visual Product Search	20
Asymmetric Dual-Decoder U-Net for Joint Rain and Haze Removal	20
On Content-Aware Post-Processing: Adapting Statistically Learned Models to Dynamic Content	19
Lightweight Food Recognition via Aggregation Block and Feature Encoding	19
COBIRAS: Offering a Continuous Bit Rate Slide to Maximize DASH Streaming Bandwidth Utilization	19
Rethinking Feature Mining for Light Field Salient Object Detection	18
Asymmetric Deformable Spatio-temporal Framework for Infrared Object Tracking	18
Fine-Grained Text-to-Video Temporal Grounding from Coarse Boundary	17
Introduction to the Special Section on Learning Representations, Similarity, and Associations in Dynamic Multimedia Environments	17
Meta-learning Advisor Networks for Long-tail and Noisy Labels in Social Image Classification	17
DAG-YOLO: A Context-Feature Adaptive fusion Rotating Detection Network in Remote Sensing Images	17
Reconstruction-Free Image Compression for Machine Vision via Knowledge Transfer	17
A DNA Based Colour Image Encryption Scheme Using A Convolutional Autoencoder	16
Deep Learning Based Occluded Person Re-Identification: A Survey	16
BMIF: Privacy-preserving Blockchain-based Medical Image Fusion	16
Pose- and Attribute-consistent Person Image Synthesis	16
Unsupervised Adversarial Example Detection of Vision Transformers for Trustworthy Edge Computing	16
Attentional Composition Networks for Long-Tailed Human Action Recognition	16
Semantic Embedding Guided Attention with Explicit Visual Feature Fusion for Video Captioning	15

Machine Learning Based Content-Agnostic Viewport Prediction for 360-Degree Video	15
Unsupervised Discovery and Manipulation of Continuous Disentangled Factors of Variation	15
Quantum Fourier Convolutional Network	15
Instance-Based Continual Learning: A Real-World Dataset and Baseline for Fresh Recognition	15
Task-independent Recognition of Communication Skills in Group Interaction Using Time-series Modeling	15
Animating Still Natural Images Using Warping	15
Incomplete Cross-Modal Retrieval with Deep Correlation Transfer	15
Exploring Neighbor Correspondence Matching for Multiple-hypotheses Video Frame Synthesis	15
CAQoE: A Novel No-Reference Context-aware Speech Quality Prediction Metric	15
Tensor-Empowered LSTM for Communication-Efficient and Privacy-Enhanced Cognitive Federated Learning in Intelligent Transportation Systems	15
Online Cross-modal Hashing With Dynamic Prototype	14
Leveraging Frame- and Feature-Level Progressive Augmentation for Semi-supervised Action Recognition	14
Robust Searching-Based Gradient Collaborative Management in Intelligent Transportation System	14
Characters Link Shots: Character Attention Network for Movie Scene Segmentation	14
Perceptual Hashing of Deep Convolutional Neural Networks for Model Copy Detection	14
Meetor: A Human-Centered Automatic Video Editing System for Meeting Recordings	14
High Fidelity Makeup via 2D and 3D Identity Preservation Net	14
Less Is More: Learning from Synthetic Data with Fine-Grained Attributes for Person Re-Identification	14
Deep Variational Learning for 360° Adaptive Streaming	14
MS-GDA: Improving Heterogeneous Recipe Representation via Multinomial Sampling Graph Data Augmentation	13
Jointly Harnessing Prior Structures and Temporal Consistency for Sign Language Video Generation	13
Identity Feature Disentanglement for Visible-Infrared Person Re-Identification	13
Enhanced Video Super-Resolution Network towards Compressed Data	13
CVLP-NaVD: Contrastive Visual-Language Pre-training Models for Non-annotated Visual Description	13
JDAN: Joint Detection and Association Network for Real-Time Online Multi-Object Tracking	13
Smart Director: An Event-Driven Directing System for Live Broadcasting	13
Delay Threshold for Social Interaction in Volumetric eXtended Reality Communication	13
CLIP-DFGS: A Hard Sample Mining Method for CLIP in Generalizable Person Re-Identification	13
Y-Net: Dual-branch Joint Network for Semantic Segmentation	13
Detection of Adversarial Facial Accessory Presentation Attacks Using Local Face Differential	13
TinyPredNet: A Lightweight Framework for Satellite Image Sequence Prediction	13
Interactive Garment Recommendation with User in the Loop	13
Exploiting Backdoors of Face Synthesis Detection with Natural Triggers	12
Domain-aware Multimodal Dialog Systems with Distribution-based User Characteristic Modeling	12
Lightweight Multi-party Authentication and Key Agreement Protocol in IoT-based E-Healthcare Service	12
AMC: Adaptive Multi-expert Collaborative Network for Text-guided Image Retrieval	12
SSR-Net: A Spatial Structural Relation Network for Vehicle Re-identification	12
Feature Extraction Matters More: An Effective and Efficient Universal Deepfake Disruptor	12
A Quality-Aware and Obfuscation-Based Data Collection Scheme for Cyber-Physical Metaverse Systems	12
Explainable AI: A Multispectral Palm-Vein Identification System with New Augmentation Features	12
Interactive Search vs. Automatic Search	12
Frequency-aware Camouflaged Object Detection	12
Performance Evaluation in Multimedia Retrieval	12
Invisible Adversarial Watermarking: A Novel Security Mechanism for Enhancing Copyright Protection	12
Part-wise Spatio-temporal Attention Driven CNN-based 3D Human Action Recognition	12
RDH-DES: Reversible Data Hiding over Distributed Encrypted-Image Servers Based on Secret Sharing	12
Self-supervised Image-based 3D Model Retrieval	12
Multi-Scale and Multi-Layer Lattice Transformer for Underwater Image Enhancement	11
AGAR - Attention Graph-RNN for Adaptative Motion Prediction of Point Clouds of Deformable Objects	11
Perceptual Quality Assessment of Omnidirectional Images: A Benchmark and Computational Model	11
An Image Arbitrary-Scale Super-Resolution Network Using Frequency-domain Information	11
Bi-manual Haptic-based Periodontal Simulation with Finger Support and Vibrotactile Feedback	11
Instance-level Adversarial Source-free Domain Adaptive Person Re-identification	11
DBGAN: Dual Branch Generative Adversarial Network for Multi-Modal MRI Translation	11
An Optimal Edge-weighted Graph Semantic Correlation Framework for Multi-view Feature Representation Learning	11
Voice-Face Homogeneity Tells Deepfake	11
Meta-MMFNet: Meta-learning-based Multi-model Fusion Network for Micro-expression Recognition	11
Learning Pixel Affinity Pyramid for Arbitrary-Shaped Text Detection	11
From Recognition to Prediction: Leveraging Sequence Reasoning for Action Anticipation	11
Psychology-Guided Environment Aware Network for Discovering Social Interaction Groups from Videos	11
Beyond the Parts: Learning Coarse-to-Fine Adaptive Alignment Representation for Person Search	11
Matching Faces and Attributes Between the Artistic and the Real Domain: the PersonArt Approach	11
SwinShadow: Shifted Window for Ambiguous Adjacent Shadow Detection	11
Can Linguistic Knowledge Improve Multimodal Alignment in Vision-Language Pretraining?	10
Upsampling Algorithm for V-PCC-Coded 3D Point Clouds	10
Rank-in-Rank Loss for Person Re-identification	10
Joint Mixing Data Augmentation for Skeleton-based Action Recognition	10
Hypercube Pooling for Visual Semantic Embedding	10
A Hierarchically Discriminative Loss with Group Regularization for Fine-Grained Image Classification	10
Blind 3D Video Stabilization with Spatio-Temporally Varying Motion Blur	10
Self-Adaptive Representation Learning Model for Multi-Modal Sentiment and Sarcasm Joint Analysis	10
Adaptive Compression for Online Computer Vision: An Edge Reinforcement Learning Approach	10
Cross-Modal Contrastive Learning with a Style-Mixed Bridge for Single Image 3D Shape Retrieval	10
Learning Commonsense-aware Moment-Text Alignment for Fast Video Temporal Grounding	9
On Modality Bias Recognition and Reduction	9
Hierarchical and Progressive Image Matting	9
Leveraging Deep Statistics for Underwater Image Enhancement	9
Learning Semantic Representation on Visual Attribute Graph for Person Re-identification and Beyond	9
Rank-based Hashing for Effective and Efficient Nearest Neighbor Search for Image Retrieval	9
Multimodal Cascaded Framework with Multimodal Latent Loss Functions Robust to Missing Modalities	9

UID2021: An Underwater Image Dataset for Evaluation of No-Reference Quality Assessment Metrics	9
Point Cloud Quality Assessment: Dataset Construction and Learning-based No-reference Metric	9
A Multimodal Hierarchical Attentional Ordering Network	9
A Comprehensive Survey on Methods for Image Integrity	9
Multimodal Neurosymbolic Approach for Explainable Deepfake Detection	9
HCNCT: A Cross-chain Interaction Scheme for the Blockchain-based Metaverse	9
TripRes	9
Music2Dance: DanceNet for Music-Driven Dance Generation	9
Adaptive Prediction Structure for Learned Video Compression	9
Backdoor Two-Stream Video Models on Federated Learning	9
An Image Privacy Protection Algorithm Based on Adversarial Perturbation Generative Networks	8
Age-Invariant Face Recognition by Multi-Feature Fusionand Decomposition with Self-attention	8
Deep Learning for Logo Detection: A Survey	8
Exploration of Speech and Music Information for Movie Genre Classification	8
Disentangle Saliency Detection into Cascaded Detail Modeling and Body Filling	8
ProtoRefine: Enhancing Prototypes with Similar Structure in Few-Shot Learning	8
Occupancy Map Guided Attributes Artifacts Removal for Video-Based Point Cloud Compression	8
Establishing Trust and Security in Decentralized Metaverse: A Web 3.0 Approach	8
Semi-supervised Learning for Mars Imagery Classification and Segmentation	8
Mirror Segmentation via Semantic-aware Contextual Contrasted Feature Learning	8
A Novel Reversible Data Hiding Scheme Based on Pixel-Residual Histogram	8
DPDFormer: A Coarse-to-Fine Model for Monocular Depth Estimation	8
Mastering Deepfake Detection: A Cutting-edge Approach to Distinguish GAN and Diffusion-model Images	8
Robust Hashing with Deep Features and Meixner Moments for Image Copy Detection	8
Meta-Review on Brain-Computer Interface (BCI) in the Metaverse	8
Category-Level Pose Estimation and Iterative Refinement for Monocular RGB-D Image	8
A Siamese Inverted Residuals Network Image Steganalysis Scheme based on Deep Learning	8
Fine-Grained Visual Textual Alignment for Cross-Modal Retrieval Using Transformer Encoders	8
Disentangling Features for Fashion Recommendation	8
Self-Supervised Monocular Depth Estimation via Binocular Geometric Correlation Learning	8
Improving Scene Text Retrieval via Stylized Middle Modality	8
Meta-Review of Wearable Devices for Healthcare in the Metaverse	8
Label Consistent Flexible Matrix Factorization Hashing for Efficient Cross-modal Retrieval	7
Domain-Separated Bottleneck Attention Fusion Framework for Multimodal Emotion Recognition	7
Texture and Structure-Guided Dual-Attention Mechanism for Image Inpainting	7
Modeling Long-range Dependencies and Epipolar Geometry for Multi-view Stereo	7
Image Defogging Based on Regional Gradient Constrained Prior	7
Boosting Relationship Detection in Images with Multi-Granular Self-Supervised Learning	7
ART-UP: A Novel Method for Generating Scanning-Robust Aesthetic QR Codes	7
A Deep Retinex-Based Low-Light Enhancement Network Fusing Rich Intrinsic Prior Information	7
MixOOD: Improving Out-of-distribution Detection with Enhanced Data Mixup	7
Inter-camera Identity Discrimination for Unsupervised Person Re-identification	7
Dilated Convolution-based Feature Refinement Network for Crowd Localization	7
High Efficiency Deep-learning Based Video Compression	7
ISF-GAN: Imagine, Select, and Fuse with GPT-Based Text Enrichment for Text-to-Image Synthesis	7
Aesthetic Attribute Assessment of Images Numerically on Mixed Multi-attribute Datasets	7
Semi-supervised RGB-D Hand Gesture Recognition via Mutual Learning of Self-supervised Models	7
AED-PADA: Improving Generalizability of Adversarial Example Detection via Principal Adversarial Domain Adaptation	7
LiLTv2: Language-substitutable Layout-Image Transformer for Visual Information Extraction	7
LogoDet-3K: A Large-scale Image Dataset for Logo Detection	7
Medical Image Classification based on an Adaptive Size Deep Learning Model	7
Audio-visual Saliency Prediction Model with Implicit Neural Representation	7
Multi-Guidance CNNs for Salient Object Detection	7
Introduction to the Special Issue on Fine-Grained Visual Recognition and Re-Identification	7
Unbiased Semantic Representation Learning Based on Causal Disentanglement for Domain Generalization	7
3D Tensor Auto-encoder with Application to Video Compression	7
Expanding-Window Zigzag Decodable Fountain Codes for Scalable Multimedia Transmission	7
Double High-Order Correlation Preserved Robust Multi-View Ensemble Clustering	7
A Large-Scale Synthetic Gait Dataset Towards in-the-Wild Simulation and Comparison Study	7
Boundary Attention Guided Sparse Feature Learning for Underwater Object Tracking in Edge Computing	7
Multi-Grained Contrastive Learning for Text-supervised Open-vocabulary Semantic Segmentation	7
EiMOL: A Secure Medical Image Encryption Algorithm based on Optimization and the Lorenz System	7
Temporal Dropout for Weakly Supervised Action Localization	7
Sparsity-guided Discriminative Feature Encoding for Robust Keypoint Detection	7
The Price of Unlearning: Identifying Unlearning Risk in Edge Computing	7
Deep Unsupervised Key Frame Extraction for Efficient Video Classification	7
S 2 CL-Leaf Net : Recognizing Leaf Images Like Human Botanists	7
TP-FER: An Effective Three-phase Noise-tolerant Recognizer for Facial Expression Recognition	7
Multimodal Graph for Unaligned Multimodal Sequence Analysis via Graph Convolution and Graph Pooling	7
E-detector: Asynchronous Spatio-temporal for Event-based Object Detection in Intelligent Transportation System	7
Pivot: Panoramic-Image-Based VR User Authentication against Side-Channel Attacks	6
Person in Uniforms Re-Identification	6
A Multi-feature and Time-aware-based Stress Evaluation Mechanism for Mental Status Adjustment	6
Millimeter Wave and Free-space-optics for Future Dual-connectivity 6DOF Mobile Multi-user VR Streaming	6
Fine-grained Image Classification via Multi-scale Selective Hierarchical Biquadratic Pooling	6
Efficient Brain Tumor Segmentation with Lightweight Separable Spatial Convolutional Network	6
Semantic-Consistency-guided Learning on Deep Features for Unsupervised Salient Object Detection	6
An Explainable Deep Learning Ensemble Model for Robust Diagnosis of Diabetic Retinopathy Grading	6
Perceptual Quality Assessment of Low-light Image Enhancement	6
A Self-Defense Copyright Protection Scheme for NFT Image Art Based on Information Embedding	6
Attention, Please! Adversarial Defense via Activation Rectification and Preservation	6
HCMS: Hierarchical and Conditional Modality Selection for Efficient Video Recognition	6
Robust Video Stabilization based on Motion Decomposition	6
Artificial Intelligence Empowered Digital Twins for ECG Monitoring in a Smart Home	6
Efficient Video Transformers via Spatial-temporal Token Merging for Action Recognition	6
Immersive Multimedia Service Caching in Edge Cloud with Renewable Energy	6
Distribution Aligned Multimodal and Multi-domain Image Stylization	6
Spatiotemporal Inconsistency Learning and Interactive Fusion for Deepfake Video Detection	6
Discard Significant Bits of Compressed Sensing: A Robust Image Coding for Resource-Limited Contexts	6
Attention-guided Multi-modality Interaction Network for RGB-D Salient Object Detection	6
Dynamic Weighted Adversarial Learning for Semi-Supervised Classification under Intersectional Class Mismatch	6
Deep Active Context Estimation for Automated COVID-19 Diagnosis	6
Learning Offset Probability Distribution for Accurate Object Detection	6
Improving Face Anti-spoofing via Advanced Multi-perspective Feature Learning	6
MCFNet: Multi-Attentional Class Feature Augmentation Network for Real-Time Scene Parsing	6