OOIR: Observatory of International Research

Papers

(The TQCC of IEEE Multimedia is 2. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-11-01 to 2024-11-01.)

Article	Citations
Cryptanalyzing Two Image Encryption Algorithms Based on a First-Order Time-Delay System	47
Characteristic Analysis of 2D Lag-Complex Logistic Map and Its Application in Image Encryption	29
Modeling Incongruity between Modalities for Multimodal Sarcasm Detection	26
Multimodal Fusion-Based Deep Learning Network for Effective Diagnosis of Alzheimer’s Disease	26
Privacy-Preserving Image Classification Using an Isotropic Network	25
Video Compression With CNN-Based Postprocessing	23
The JPEG AI Standard: Providing Efficient Human and Machine Visual Data Consumption	23
Multimedia Research Toward the Metaverse	22
The MPEG Immersive Video Standard—Current Status and Future Outlook	21
Multimedia Prototyping for Early-Stage Startups Endurance: Stage for New Normal?	20
AffectiveNet: Affective-Motion Feature Learning for Microexpression Recognition	19
Multimodal and Context-Aware Emotion Perception Model With Multiplicative Fusion	15
Why VR Games Sickness? An Empirical Study of Capturing and Analyzing VR Games Head Movement Dataset	15
Detection of Risky Situations for Frail Adults With Hybrid Neural Networks on Multimodal Health Data	14
Emotion Detection for Conversations Based on Reinforcement Learning Framework	14
The Metaverse From a Multimedia Communications Perspective	14
A Magnitude and Angle Combined Optical Flow Feature for Microexpression Spotting	13
Visual Surveillance for Human Fall Detection in Healthcare IoT	13
Toward Content-Driven Intelligent Authoring of Mulsemedia Applications	12
Feature-Guided Spatial Attention Upsampling for Real-Time Stereo Matching Network	12
Facial Expression Recognition With Multiscale Graph Convolutional Networks	12
Implicit Emotion Relationship Mining Based on Optimal and Majority Synthesis From Multimodal Data Prediction	11
Deep Multigraph Hierarchical Enhanced Semantic Representation for Cross-Modal Retrieval	10
Postgraduate Student Depression Assessment by Multimedia Gait Analysis	10
Destruction and Reconstruction Learning for Facial Expression Recognition	10

VR2Gather: A Collaborative, Social Virtual Reality System for Adaptive, Multiparty Real-Time Communication	10
Multimodal Fusion Network With Contrary Latent Topic Memory for Rumor Detection	9
Context- and Knowledge-Aware Graph Convolutional Network for Multimodal Emotion Recognition	9
On the User-Centric Comparative Remote Evaluation of Interactive Video Search Systems	9
Multichannel Steganography in Digital Images for Multiple Receivers	9
Interpretability of Machine Learning: Recent Advances and Future Prospects	8
DiOS—An Extended Reality Operating System for the Metaverse	8
Survey on Facial Expression Recognition: History, Applications, and Challenges	8
Multimodal Political Deception Detection	8
Passthrough Mixed Reality With Oculus Quest 2: A Case Study on Learning Piano	7
Generalized Face Antispoofing by Learning to Fuse Features From High- and Low-Frequency Domains	7
ClaviNet: Generate Music With Different Musical Styles	7
Improved Speaker and Navigator for Vision-and-Language Navigation	7
Emotion Recognition With Multimodal Transformer Fusion Framework Based on Acoustic and Lexical Information	6
Multimodal Event-Aware Network for Sentiment Analysis in Tourism	6
Multimedia Monitoring System of Obstructive Sleep Apnea via a Deep Active Learning Model	6
Health-X dataLOFT: A Sovereign Federated Cloud for Personalized Health Care Services	5
Multimodal Semantics-Based Supervised Latent Dirichlet Allocation for Event Classification	5
Comprehensive Framework of Early and Late Fusion for Image–Sentence Retrieval	5
Blockchain-Empowered Privacy-Preserving Digital Object Trading in the Metaverse	5
IEEE Annals of the History of Computing	5
Multimedia in Virtual Reality and Augmented Reality	5
Single Image Dehazing Via Region Adaptive Two-Shot Network	5
Neighborhood Adaptive Loss Function for Deep Learning-Based Point Cloud Coding With Implicit and Explicit Quantization	5
Translational Symmetry-Aware Facade Parsing for 3-D Building Reconstruction	5
Sentiment-Aware Emoji Insertion Via Sequence Tagging	4
A Novel Security Framework for Medical Data in IoT Ecosystems	4
CADW: CGAN-Based Attack on Deep Robust Image Watermarking	4
LFI-Augmenter: Intelligent Light Field Image Editing With Interleaved Spatial-Angular Convolution	4
From Semantic to Spatial Awareness: Vehicle Reidentification With Multiple Attention Mechanisms	4
Cryptanalyzing an Image Encryption Algorithm Underpinned by 2-D Lag-Complex Logistic Map	4
Self-Supervised Cross-Modal Distillation for Thermal Infrared Tracking	4
Instagram Use as a Multimedia Platform for Sharing Images and Videos: Links to Smartphone Addiction and Self-Esteem	4
State Representation Learning With Adjacent State Consistency Loss for Deep Reinforcement Learning	4
DHNet: Double MPEG-4 Compression Detection via Multiple DCT Histograms	4
Edge Intelligence-Empowered Immersive Media	4
Enhanced Local and Global Learning for Rotation-Invariant Point Cloud Representation	4
EGGAN: Learning Latent Space for Fine-Grained Expression Manipulation	4
Fast Skin Segmentation on Low-Resolution Grayscale Images for Remote PhotoPlethysmoGraphy	3
Distortion Reduction via CAE and DenseNet Mixture Network for Low Bitrate Spatial Audio Object Coding	3
3D-BCNN-Based Image Encryption With Finite Computing Precision	3
PP8K: A New Dataset for 8K UHD Video Compression and Processing	3
No-Reference Nonuniform Distorted Video Quality Assessment Based on Deep Multiple Instance Learning	3
Perceptual Authentication Hashing for Digital Images With Contrastive Unsupervised Learning	3
Distributed Architecture for an Elderly Accompaniment Service Based on IoT Devices, AI, and Cloud Services	3
Exploiting the Structure Information of Suppositional Mesh for Unsupervised Multiview Stereo	3
Real Testbed for Autonomous Anomaly Detection in Power Grid Using Low-Cost Unmanned Aerial Vehicles and Aerial Imaging	3
DIBR Zero-Watermarking Based on Invariant Feature and Geometric Rectification	3
A Large Dataset With a New Framework for Abandoned Object Detection in Complex Scenarios	3
Beyond Normal Distribution: More Factual Feature Generation Network for Generalized Zero-Shot Learning	3

Design A Novel Image Encryption Algorithm Based on A PRNG with High Performance	3
Embracing Multimodal Data in Multimedia Data Analysis	3
Learning-Based Satisfied User Ratio Prediction for Symmetrically and Asymmetrically Compressed Stereoscopic Images	3
Semantic Place Prediction With User Attribute in Social Media	2
Background Music for Studying: A Naturalistic Experiment on Music Characteristics and User Perception	2
IEEE COMPUTER SOCIETY	2
An Improved Interaction Estimation and Optimization Method for Surveillance Video Synopsis	2
Anchor-Free Tracker Based on Space-Time Memory Network	2
A Real-Time Image Encryption Algorithm for a Distributed Energy System Based on the 13-D Complex Chaotic Sequence	2
Multimedia Research for Response and Management of COVID-19 and Future Pandemics	2
Why Accuracy is Not Enough: The Need for Consistency in Object Detection	2
Enhancing QoE for Viewport-Adaptive 360-Degree Video Streaming: Perception Analysis and Implementation	2
Short-Long-Term Propagation-Based Video Inpainting	2
Dual Expression Fusion: A Universal Microexpression Recognition Framework	2
End-to-End Learning for Multimodal Emotion Recognition in Video With Adaptive Loss	2
Introduction to the Special Issue on MMAC: Multimodal Affective Computing of Large-Scale Multimedia Data	2
LIMAN: Local Information-Based Multiattention Network for 3D Shape Recognition	2
A New Fog-Based Transmission Scheduler on the Internet of Multimedia Things Using a Fuzzy-Based Quantum Genetic Algorithm	2
Beyond 1 Million Nodes—Crowdsourced Video CDN: Architecture, Technology, and Economy	2
Unpaired Image-to-Image Translation Using Negative Learning for Noisy Patches	2
Transferring Deep Gaussian Denoiser for Compressed Sensing MRI Reconstruction	2
The Next Frontier For MPEG-5 LCEVC: From HDR and Immersive Video to the Metaverse	2
An Improved Heterogeneous Graph Convolutional Network for Inter-Relational Medicine Representation Learning	2
Multimedia Data-Based Artificial Pancreas for Type 2 Diabetes	2
Views Meet Labels: Personalized Relation Refinement Network for Multiview Multilabel Learning	2