ACM Transactions on Multimedia Computing Communications and Applicatio

Article	Citations
Unleashing Creativity in the Metaverse: Generative AI and Multimodal Content	231
Spatio-Temporal Attention for Text-Video Retrieval	144
A 360-degree Video Player for Dynamic Video Editing Applications	120
Counterfeiting Attacks on a RDH-EI scheme based on block-permutation and Co-XOR	106
FishFormer: Annulus Slicing-based Transformer for Fisheye Rectification	98
Meta-Review on Brain-Computer Interface (BCI) in the Metaverse	97
Meta-Review of Wearable Devices for Healthcare in the Metaverse	84
Deep Differential Lifelong Cross-modal Hashing for Stream Medical Data Retrieval	79
MLIC ++ : Linear Complexity Multi-Reference Entropy Modeling for Learned Image Compression	76
Mathematics-Inspired Models: A Green and Interpretable Learning Paradigm for Multimedia Computing	71
Fine-Grained Alignment Network for Zero-Shot Cross-Modal Retrieval	70
Domain-Separated Bottleneck Attention Fusion Framework for Multimodal Emotion Recognition	61
Joint Mixing Data Augmentation for Skeleton-Based Action Recognition	61
Generative Adversarial Networks with Learnable Auxiliary Module for Image Synthesis	60
Leveraging Frame- and Feature-level Progressive Augmentation for Semi-supervised Action Recognition	58
High Fidelity Makeup via 2D and 3D Identity Preservation Net	57
Point Cloud Quality Assessment: Dataset Construction and Learning-based No-reference Metric	56
Optimized Deep-Neural Network for Content-based Medical Image Retrieval in a Brownfield IoMT Network	55
Multi-Grained Alignment with Knowledge Distillation for Partially Relevant Video Retrieval	50
Residual-guided In-loop Filter Using Convolution Neural Network	50
Perceptual Hashing of Deep Convolutional Neural Networks for Model Copy Detection	48
Self-supervised Image-based 3D Model Retrieval	46
Frequency-aware Camouflaged Object Detection	43
Semi-supervised Video Object Segmentation Via an Edge Attention Gated Graph Convolutional Network	42
A Novel Reversible Data Hiding Scheme Based on Pixel-Residual Histogram	41

Asymmetric Dual-Decoder U-Net for Joint Rain and Haze Removal	41
An Optimal Edge-weighted Graph Semantic Correlation Framework for Multi-view Feature Representation Learning	41
Diversely-Supervised Visual Product Search	40
Table of Contents: Online Supplement Volume 17, Number 2s-3s	40
Disentangle Saliency Detection into Cascaded Detail Modeling and Body Filling	40
CAQoE: A Novel No-Reference Context-aware Speech Quality Prediction Metric	39
A Multimodal Hierarchical Attentional Ordering Network	36
Animating Still Natural Images Using Warping	36
Multi-Grained Contrastive Learning for Text-Supervised Open-Vocabulary Semantic Segmentation	36
Context-Assisted Active Learning for Weakly Supervised Person Search	35
LFIZW-GRHFMR: Robust Zero-Watermarking with GRHFMR for Light Field Image	33
Attention-based Fusion for Stroke Lesion Segmentation on Computed Tomography Perfusion Data	33
A Review of Player Engagement Estimation in Video Games: Challenges and Opportunities	32
Towards Energy-efficient Audio-Visual Classification via Multimodal Interactive Spiking Neural Network	32
Image Cropping with Content and Composition Attribute-aware Global Relation Reasoning	32
Texture and Structure-Guided Dual-Attention Mechanism for Image Inpainting	31
UVC: A Unified Deep Video Compression Framework	30
Local-Aware Residual Attention Vision Transformer for Visible-Infrared Person Re-Identification	30
Incomplete Cross-Modal Retrieval with Deep Correlation Transfer	30
Dual-Modality-Shared Learning and Label Refinement for Unsupervised Visible-Infrared Person ReID	29
TripRes	29
Image-Based Personality Questionnaire Design	28
Robust Searching-Based Gradient Collaborative Management in Intelligent Transportation System	28
BMIF: Privacy-preserving Blockchain-based Medical Image Fusion	28
PMAL: A Proxy Model Active Learning Approach for Vision Based Industrial Applications	26
Discriminative Action Snippet Propagation Network for Weakly Supervised Temporal Action Localization	26
Rank-in-Rank Loss for Person Re-identification	26
Semantic Embedding Guided Attention with Explicit Visual Feature Fusion for Video Captioning	25
Mirror Segmentation via Semantic-aware Contextual Contrasted Feature Learning	25
Deep Saliency Mapping for 3D Meshes and Applications	25
Fine-Grained Text-to-Video Temporal Grounding from Coarse Boundary	25
LiLTv2: Language-substitutable Layout-image Transformer for Visual Information Extraction	23
Leveraging Deep Statistics for Underwater Image Enhancement	23
Unsupervised Discovery and Manipulation of Continuous Disentangled Factors of Variation	23
Machine Learning Based Content-Agnostic Viewport Prediction for 360-Degree Video	23
Realtime Recognition of Dynamic Hand Gestures in Practical Applications	22
Online Cross-modal Hashing With Dynamic Prototype	22
QuickCSGModeling: Quick CSG Operations Based on Fusing Signed Distance Fields for VR Modeling	22
Learning Commonsense-aware Moment-Text Alignment for Fast Video Temporal Grounding	22
Semi-supervised Learning for Mars Imagery Classification and Segmentation	21
Facial-expression-aware Emotional Color Transfer Based on Convolutional Neural Network	21
On Content-Aware Post-Processing: Adapting Statistically Learned Models to Dynamic Content	21
Beyond the Parts: Learning Coarse-to-Fine Adaptive Alignment Representation for Person Search	21
Incomplete Multiview Clustering via Semidiscrete Optimal Transport for Multimedia Data Mining in IoT	21
DPDFormer: A Coarse-to-Fine Model for Monocular Depth Estimation	20
A Comprehensive Survey on Methods for Image Integrity	20
Attentional Composition Networks for Long-Tailed Human Action Recognition	19
Context-Based Novel Histogram Bin Stretching Algorithm for Automatic Contrast Enhancement	19
Learning Semantic Representation on Visual Attribute Graph for Person Re-identification and Beyond	19
Asymmetric Deformable Spatio-temporal Framework for Infrared Object Tracking	19

Instance-Based Continual Learning: A Real-World Dataset and Baseline for Fresh Recognition	18
JDAN: Joint Detection and Association Network for Real-Time Online Multi-Object Tracking	18
A Hierarchically Discriminative Loss with Group Regularization for Fine-Grained Image Classification	18
Cross-Modal Contrastive Learning with a Style-Mixed Bridge for Single Image 3D Shape Retrieval	18
Interactive Search vs. Automatic Search	18
Learning Pixel Affinity Pyramid for Arbitrary-Shaped Text Detection	18
Lightweight Food Recognition via Aggregation Block and Feature Encoding	18
Blind 3D Video Stabilization with Spatio-Temporally Varying Motion Blur	18
DiRaC-I: Identifying Diverse and Rare Training Classes for Zero-Shot Learning	18
Disentangling Features for Fashion Recommendation	18
Adaptive Cloud VR Gaming Optimized by Gamer QoE Models	18
On Modality Bias Recognition and Reduction	18
SwinShadow: Shifted Window for Ambiguous Adjacent Shadow Detection	17
ProtoRefine: Enhancing Prototypes with Similar Structure in Few-Shot Learning	17
Correlation-aware Cross-modal Attention Network for Fashion Compatibility Modeling in UGC Systems	17
Hypercube Pooling for Visual Semantic Embedding	17
Occupancy Map Guided Attributes Artifacts Removal for Video-Based Point Cloud Compression	17
CLIP-DFGS: A Hard Sample Mining Method for CLIP in Generalizable Person Re-Identification	17
Interactive Garment Recommendation with User in the Loop	17
From Recognition to Prediction: Leveraging Sequence Reasoning for Action Anticipation	17
Improving Scene Text Retrieval via Stylized Middle Modality	17
Domain-aware Multimodal Dialog Systems with Distribution-based User Characteristic Modeling	17
Adaptive Prediction Structure for Learned Video Compression	17
Psychology-Guided Environment Aware Network for Discovering Social Interaction Groups from Videos	16
DAG-YOLO: A Context-Feature Adaptive fusion Rotating Detection Network in Remote Sensing Images	16
Music2Dance: DanceNet for Music-Driven Dance Generation	16
Multi-Scale and Multi-Layer Lattice Transformer for Underwater Image Enhancement	16
Multi-granularity Brushstrokes Network for Universal Style Transfer	16
Reconstruction-Free Image Compression for Machine Vision via Knowledge Transfer	16
Multimodal Cascaded Framework with Multimodal Latent Loss Functions Robust to Missing Modalities	16
Voice-Face Homogeneity Tells Deepfake	16
Self-Supervised Monocular Depth Estimation via Binocular Geometric Correlation Learning	16
A Multi-Level Consistency Network for High-Fidelity Virtual Try-On	16
PLACE Dropout: A Progressive Layer-wise and Channel-wise Dropout for Domain Generalization	16
Deep Variational Learning for 360° Adaptive Streaming	15
Meta-learning Advisor Networks for Long-tail and Noisy Labels in Social Image Classification	15
Tensor-Empowered LSTM for Communication-Efficient and Privacy-Enhanced Cognitive Federated Learning in Intelligent Transportation Systems	15
Graph Attention Transformer Network for Multi-label Image Classification	15
Collocated Clothing Synthesis with GANs Aided by Textual Information: A Multi-Modal Framework	15
Tensorial Evolutionary Optimization for Natural Image Matting	15
Jointly Harnessing Prior Structures and Temporal Consistency for Sign Language Video Generation	15
Introduction to the Special Section on Learning Representations, Similarity, and Associations in Dynamic Multimedia Environments	15
Less Is More: Learning from Synthetic Data with Fine-Grained Attributes for Person Re-Identification	15
UID2021: An Underwater Image Dataset for Evaluation of No-Reference Quality Assessment Metrics	14
Context-Aware 3D Points of Interest Detection via Spatial Attention Mechanism	14
Deep Learning for Logo Detection: A Survey	14
Self-Adaptive Representation Learning Model for Multi-Modal Sentiment and Sarcasm Joint Analysis	14
Exploration of Speech and Music Information for Movie Genre Classification	14
Two-Stage Perceptual Quality Oriented Rate Control Algorithm for HEVC	14
Deep Learning Based Occluded Person Re-Identification: A Survey	14
Forgery Detection by Weighted Complementarity between Significant Invariance and Detail Enhancement	14
DBGAN: Dual Branch Generative Adversarial Network for Multi-Modal MRI Translation	14
An Image Arbitrary-Scale Super-Resolution Network Using Frequency-domain Information	14
Delay Threshold for Social Interaction in Volumetric eXtended Reality Communication	13
Performance Evaluation in Multimedia Retrieval	13
Hiding Message Using a Cycle Generative Adversarial Network	13
Transform-Equivariant Consistency Learning for Temporal Sentence Grounding	13
Unsupervised Adversarial Example Detection of Vision Transformers for Trustworthy Edge Computing	13
Two-stream Multi-level Dynamic Point Transformer for Two-person Interaction Recognition	13
An Image Privacy Protection Algorithm Based on Adversarial Perturbation Generative Networks	13
Hierarchical and Progressive Image Matting	13
Multimodal Neurosymbolic Approach for Explainable Deepfake Detection	13
Instance-level Adversarial Source-free Domain Adaptive Person Re-identification	13
Establishing Trust and Security in Decentralized Metaverse: A Web 3.0 Approach	13
CVLP-NaVD: Contrastive Visual-Language Pre-training Models for Non-annotated Visual Description	13
Can Linguistic Knowledge Improve Multimodal Alignment in Vision-Language Pretraining?	13
Enhanced Video Super-Resolution Network towards Compressed Data	13
KF-VTON: Keypoints-Driven Flow Based Virtual Try-On Network	13
AMC: Adaptive Multi-expert Collaborative Network for Text-guided Image Retrieval	12
Characters Link Shots: Character Attention Network for Movie Scene Segmentation	12
AGAR - Attention Graph-RNN for Adaptative Motion Prediction of Point Clouds of Deformable Objects	12
MS-GDA: Improving Heterogeneous Recipe Representation via Multinomial Sampling Graph Data Augmentation	12
Knowledge-integrated Multi-modal Movie Turning Point Identification	12
CMAF: Cross-Modal Augmentation via Fusion for Underwater Acoustic Image Recognition	12
Exploring Neighbor Correspondence Matching for Multiple-hypotheses Video Frame Synthesis	12
Exploiting Spatial-Temporal Context for Interacting Hand Reconstruction on Monocular RGB Video	12
Exploiting Backdoors of Face Synthesis Detection with Natural Triggers	12
Complementary Feature Pyramid Network for Object Detection	12
Feature Extraction Matters More: An Effective and Efficient Universal Deepfake Disruptor	12
Rethinking Feature Mining for Light Field Salient Object Detection	12

Perceptual Quality Assessment of Omnidirectional Images: A Benchmark and Computational Model	12
Compressed Point Cloud Quality Index by Combining Global Appearance and Local Details	11
Rank-based Hashing for Effective and Efficient Nearest Neighbor Search for Image Retrieval	11
AED-PADA: Improving Generalizability of Adversarial Example Detection via Principal Adversarial Domain Adaptation	11
iDAM: Iteratively Trained Deep In-loop Filter with Adaptive Model Selection	11
Boolean-based Two-in-One Secret Image Sharing by Adaptive Pixel Grouping	11
COBIRAS: Offering a Continuous Bit Rate Slide to Maximize DASH Streaming Bandwidth Utilization	11
Detection of Adversarial Facial Accessory Presentation Attacks Using Local Face Differential	11
Inner Knowledge-based Img2Doc Scheme for Visual Question Answering	11
Task-independent Recognition of Communication Skills in Group Interaction Using Time-series Modeling	11
Adaptive Compression for Online Computer Vision: An Edge Reinforcement Learning Approach	11
Backdoor Two-Stream Video Models on Federated Learning	11
A Quality-Aware and Obfuscation-Based Data Collection Scheme for Cyber-Physical Metaverse Systems	11
Pose- and Attribute-consistent Person Image Synthesis	11
Y-Net: Dual-branch Joint Network for Semantic Segmentation	11
Unsupervised Domain Expansion for Visual Categorization	11
Joint Source-Channel Decoding of Polar Codes for HEVC-Based Video Streaming	11
When Pairs Meet Triplets: Improving Low-Resource Captioning via Multi-Objective Optimization	10
Meta-MMFNet: Meta-learning-based Multi-model Fusion Network for Micro-expression Recognition	10
Variational Autoencoder with CCA for Audio–Visual Cross-modal Retrieval	10
Enhanced 3D Shape Reconstruction With Knowledge Graph of Category Concept	10
Multi-Source Knowledge Reasoning Graph Network for Multi-Modal Commonsense Inference	10
Moment is Important: Language-Based Video Moment Retrieval via Adversarial Learning	10
Matching Faces and Attributes Between the Artistic and the Real Domain: the PersonArt Approach	10
Smart Director: An Event-Driven Directing System for Live Broadcasting	10
BiC-Net: Learning Efficient Spatio-temporal Relation for Text-Video Retrieval	10
Category-Level Pose Estimation and Iterative Refinement for Monocular RGB-D Image	10
Invisible Adversarial Watermarking: A Novel Security Mechanism for Enhancing Copyright Protection	10
Quantum Fourier Convolutional Network	10
TinyPredNet: A Lightweight Framework for Satellite Image Sequence Prediction	10
A Siamese Inverted Residuals Network Image Steganalysis Scheme based on Deep Learning	10
Towards Intelligent Attack Detection Using DNA Computing	10
Upsampling Algorithm for V-PCC-Coded 3D Point Clouds	10
HCNCT: A Cross-chain Interaction Scheme for the Blockchain-based Metaverse	9
The Interpretable and Transferable Adversarial Attack Against Synthetic Speech Detectors	9
Effective Video Summarization by Extracting Parameter-Free Motion Attention	9
Efficient Light Field Image Compression with Enhanced Random Access	9
Detection of Moving Object Using Superpixel Fusion Network	9
A Survey on Composed Image Retrieval	9
Computational Analysis of Degradation Modeling in Blind Panoramic Image Quality Assessment	9
SSR-Net: A Spatial Structural Relation Network for Vehicle Re-identification	9
Robust Hashing with Deep Features and Meixner Moments for Image Copy Detection	9
Lightweight Multi-party Authentication and Key Agreement Protocol in IoT-based E-Healthcare Service	9
Age-Invariant Face Recognition by Multi-Feature Fusionand Decomposition with Self-attention	9
A DNA Based Colour Image Encryption Scheme Using A Convolutional Autoencoder	9
Introduction to the Special Issue on Fine-Grained Visual Recognition and Re-Identification	9
Semi-Supervised RGB-D Hand Gesture Recognition via Mutual Learning of Self-Supervised Models	9
Fine-grained Semantic Disentanglement Network for Multimodal Sarcasm Analysis	9
Multi-Modal Sarcasm Detection via Knowledge-aware Focused Graph Convolutional Networks	9
Deep Learning-based Smart Predictive Evaluation for Interactive Multimedia-enabled Smart Healthcare	9
Double Attention Based on Graph Attention Network for Image Multi-Label Classification	9
Identity Feature Disentanglement for Visible-Infrared Person Re-Identification	9
FasterPose: A Faster Simple Baseline for Human Pose Estimation	9
Mastering Deepfake Detection: A Cutting-edge Approach to Distinguish GAN and Diffusion-model Images	9
Paying Attention to Vehicles: A Systematic Review on Transformer-Based Vehicle Re-Identification	9
Dual-Stream Guided-Learning via a Priori Optimization for Person Re-identification	9
Multi-Scale Dynamic Fusion for Visible-Infrared Person Re-Identification	9
Part-wise Spatio-temporal Attention Driven CNN-based 3D Human Action Recognition	9
Explainable AI: A Multispectral Palm-Vein Identification System with New Augmentation Features	9
RDH-DES: Reversible Data Hiding over Distributed Encrypted-Image Servers Based on Secret Sharing	9
Fine-Grained Visual Textual Alignment for Cross-Modal Retrieval Using Transformer Encoders	9
Meetor: A Human-Centered Automatic Video Editing System for Meeting Recordings	9
Beyond Songs: Analyzing User Sentiment through Music Playlists and Multimodal Data	8
Modeling Long-range Dependencies and Epipolar Geometry for Multi-view Stereo	8
Distributed Gateway Selection for Video Streaming in VANET Using IP Multicast	8
Bottom-up and Top-down Object Inference Networks for Image Captioning	8
Causal Inference with Knowledge Distilling and Curriculum Learning for Unbiased VQA	8
Dynamic Weighted Adversarial Learning for Semi-Supervised Classification under Intersectional Class Mismatch	8
EiMOL: A Secure Medical Image Encryption Algorithm based on Optimization and the Lorenz System	8
Graph Pooling Inference Network for Text-based VQA	8
SOEDiff: Efficient Distillation for Small Object Editing	8
GraSP: Local Grassmannian Spatio-Temporal Patterns for Unsupervised Pose Sequence Recognition	8
MMSUM Digital Twins: A Multi-view Multi-modality Summarization Framework for Sporting Events	8
An Explainable Deep Learning Ensemble Model for Robust Diagnosis of Diabetic Retinopathy Grading	8
Multi-Anchor Offset Representation based Coarse-to-Fine Diffusion Model for Human Pose Estimation	8
Attention-guided Multi-modality Interaction Network for RGB-D Salient Object Detection	8
Perceptual Quality Assessment of Low-light Image Enhancement	8
Precise No-Reference Image Quality Evaluation Based on Distortion Identification	8
DRL based Joint Affective Services Computing and Resource Allocation in ISTN	8
(Compress and Restore) N : A Robust Defense Against Adversarial Attacks on Image Classification	8
On Teaching Mode of MTI Translation Workshop Based on IPT Corpus for Tibetan Areas of China	8
Mix-Modality Person Re-Identification: A New and Practical Paradigm	8
Style-FG: a style-based framework for film grain analysis and synthesis	8
Hypergraph Association Weakly Supervised Crowd Counting	8
A Deep Multi-level Attentive Network for Multimodal Sentiment Analysis	8
Using Four Hypothesis Probability Estimators for CABAC in Versatile Video Coding	8
Medical Image Classification based on an Adaptive Size Deep Learning Model	8
VISCOUNTH: A Large-scale Multilingual Visual Question Answering Dataset for Cultural Heritage	8
Response Generation by Jointly Modeling Personalized Linguistic Styles and Emotions	8
Backpropagation-Free Multi-modal On-Device Model Adaptation via Cloud-Device Collaboration	7
Multi-Scale Feature Attention Fusion for Image Splicing Forgery Detection	7
Person in Uniforms Re-Identification	7
Audio-visual Saliency Prediction Model with Implicit Neural Representation	7
Blockchain-Based Audio Watermarking Technique for Multimedia Copyright Protection in Distribution Networks	7
An Augmented Reality Online Assistance Platform for Repair Tasks	7