MultiMedia Modeling

.- MULTIMEDIA for MEDICAL APPLICATIONS (Special Session).- Human activity recognition with IMU and vital signs feature fusion.- On Identifying Pareidolia Phenomenon by Emulating Patient Behavior.- Using Explainable AI to Identify Differences between Clinical and Experimental Pain Detection Models Based on Facial Expressions.- APPLICATIONS 2.- Double Granularity Relation Network with Self-Criticism for Occluded Person Re-Identification.- A Complementary Fusion Strategy for RGB-D Face Recognition.- Multi-scale Cross-modal Transformer Network for RGB-D Object Detection.- Joint Re-Detection and Re-Identification for Multi-Object Tracking.- MULTIMEDIA ANALYTICS for CONTEXTUAL HUMAN UNDERSTANDING (Special Session).- An Investigation into Keystroke Dynamics and Heart Rate Variability as Indicators of Stress.- Fall detection using multimodal data.- Prediction of Blood Glucose using Contextual LifeLog Data.- Multimodal Embedding for Lifelog Retrieval.- APPLICATIONS 3.- A Multiple Positives Enhanced NCE Loss for Image-Text Retrieval.- SAM: Self Attention Mechanism for Scene Text Recognition based on Swin Transformer.- JVCSR: Video Compressive Sensing Reconstruction with Joint In-loop Reference Enhancement and Out-loop Super-resolution.- Point Cloud Upsampling via a Coarse-to-fine Network.- IMAGE ANALYTICS.- Arbitrary Style Transfer With Adaptive Channel Network.- Fast Single Image Dehazing Using Morphological Reconstruction and Saturation Compensation.- One-Stage Image Inpainting with Hybrid Attention.- Real-time FPGA Design for OMP Targeting 8K Image Reconstruction.- SPEECH & MUSIC.- Time-Frequency Attention For Speech Emotion Recognition With Squeeze-and-Excitation Blocks.- SPEECH INTELLIGIBILITY ENHANCEMENT BY NON-PARALLEL SPEECH STYLE CONVERSION USING CWT AND iMetricGAN BASED CycleGAN.- A-Muze-Net: Music Generation by Composing the Harmony based on the Generated Melody.- MULTIMODAL ANALYTICS.- Bi-attention modal separation network for multimodal video fusion.- Combining Knowledge and Multi-modal Fusion for Meme Classification.- Non-Uniform Attention Network for Multi-modal Sentiment Analysis.- Multimodal Unsupervised Image-to-Image Translation Without Independent Style Encoder.