MultiMedia Modeling : 28th International Conference, MMM 2022, Phu Quoc, Vietnam, June 6–10, 2022, Proceedings, Part I / edited by Björn Þór Jónsson, Cathal Gurrin, Minh-Triet Tran, Duc-Tien Dang-Nguyen, Anita Min-Chun Hu, Binh Huynh Thi Thanh, Benoit Huet.

Format:

Book

Contributor:

Þór Jónsson, Bjö, editor.

Series:

Lecture Notes in Computer Science, 1611-3349 ; 13141

Language:

English

Subjects (All):

Computer vision.

Education--Data processing.

Education.

Computer engineering.

Computer networks.

Multimedia systems.

Pattern recognition systems.

Computer Vision.

Computers and Education.

Computer Engineering and Networks.

Multimedia Information Systems.

Automated Pattern Recognition.

Local Subjects:

Computer Vision.

Computers and Education.

Computer Engineering and Networks.

Multimedia Information Systems.

Automated Pattern Recognition.

Physical Description:

1 online resource (650 pages)

Edition:

1st ed. 2022.

Place of Publication:

Cham : Springer International Publishing : Imprint: Springer, 2022.

System Details:

Mode of access: World Wide Web.

Summary:

The two-volume set LNCS 13141 and LNCS 13142 constitutes the proceedings of the 28th International Conference on MultiMedia Modeling, MMM 2022, which took place in Phu Quoc, Vietnam, during June 6–10, 2022. The 107 papers presented in these proceedings were carefully reviewed and selected from a total of 212 submissions. They focus on topics related to multimedia content analysis; multimedia signal processing and communications; and multimedia applications and services.

Contents:

BEST PAPER SESSION

Real-time detection of tiny objects based on a weighted bi-directional FPN

Multi-Modal Fusion Network for Rumor Detection with Texts and Images

PF-VTON: Toward High-Quality Parser-Free Virtual Try-On Network

MF-GAN: Multi-conditional fusion Generative Adversarial Network for Text-to-Image Synthesis

APPLICATIONS 1

Learning to classify weather conditions from single images without labels

Learning Image Representation via Attribute-aware Attention Networks for Fashion Classification

Toward Detail-Oriented Image-Based Virtual Try-On with Arbitrary Poses

Parallel DBSCAN-Martingale estimation of the number of concepts for automatic satellite image clustering

MULTIMEDIA APPLICATIONS - PERSPECTIVES, TOOLS & APPLICATIONS (Special Session) & BRAVE NEW IDEAS

AI for the Media Industry: Application Potential and Automation Level

Color the Word: Leveraging Web Images for Machine Translation of Untranslatable Words

ACTIVITIES & EVENTS

MGMP: Multimodal Graph Message Propagation Network for Event Detection

Pose-Enhanced Relation Feature for Action Recognition in Still Images.-Prostate Segmentation of Ultrasound Images based on Interpretable-guided Mathematical Model

Spatiotemporal Perturbation Based Dynamic Consistency for Semi-Supervised Temporal Action Detection

MULTIMEDIA DATASETS FOR REPEATABLE EXPERIMENTATION (Special Session)

A Task Category Space for User-Centric Comparative Multimedia Search Evaluations

GPR1200: A Benchmark for General-Purpose Content-Based Image Retrieval

LLQA - Lifelog Question Answering Dataset

LEARNING

Category-sensitive Incremental Learning For Image-based 3D Shape Reconstruction

AdaConfigure: Reinforcement Learning-based Adaptive Configuration for Video Analytics Services

Mining Minority-class Examples With Uncertainty Estimates

Conditional Context-aware Feature Alignment for Domain Adaptive Detection Transformer

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.

Notes:

Includes index.

Includes bibliographical references and index.

Other Format:

Print version: Þór Jónsson, Bjö MultiMedia Modeling

ISBN:

3-030-98358-7