MultiMedia Modeling : 30th International Conference, MMM 2024, Amsterdam, The Netherlands, January 29 – February 2, 2024, Proceedings, Part III / edited by Stevan Rudinac, Alan Hanjalic, Cynthia Liem, Marcel Worring, Björn Þór Jónsson, Bei Liu, Yoko Yamakata.

Format:

Book

Contributor:

Rudinac, Stevan, editor.

Series:

Lecture Notes in Computer Science, 1611-3349 ; 14556

Language:

English

Subjects (All):

Computer vision.

Image processing.

Pattern recognition systems.

Application software.

Information storage and retrieval systems.

Machine learning.

Computer Vision.

Image Processing.

Automated Pattern Recognition.

Computer and Information Systems Applications.

Information Storage and Retrieval.

Machine Learning.

Local Subjects:

Computer Vision.

Image Processing.

Automated Pattern Recognition.

Computer and Information Systems Applications.

Information Storage and Retrieval.

Machine Learning.

Physical Description:

1 online resource (552 pages)

Edition:

1st ed. 2024.

Place of Publication:

Cham : Springer Nature Switzerland : Imprint: Springer, 2024.

Summary:

This book constitutes the refereed proceedings of the 30th International Conference on MultiMedia Modeling, MMM 2024, held in Amsterdam, The Netherlands, during January 29–February 2, 2024. The 112 full papers included in this volume were carefully reviewed and selected from 297 submissions. The MMM conference were organized in topics related to multimedia modelling, particularly: audio, image, video processing, coding and compression; multimodal analysis for retrieval applications, and multimedia fusion methods.

Contents:

Global-to-Local Feature Mining Network for RGB-Infrared Person Re-Identification

Semantic Transition Detection for Self-Supervised Vide Scene Segmentation

Multi-Task Collaborative Network for Image-text Retrieval

FGENet:Fine-Grained Extraction Network for Congested Crowd Counting

MSMV-UNet : A 2.5D Stroke Lesion Segmentation Method based on Multi-slice Feature Fusion

Non-Local Spatial-Wise and Global Channel-Wise Transformer for Efficient Image Super-Resolution

MobileViT-FocR: MobileViT with Fixed-One-Centre Loss and Gradient Reversal for Generalised Fake Face Detection

ASF-Conformer: Audio Scoring Conformer with FFC for Speaker Verification in Noisy Environments

Prior-Knowledge-Free Video Frame Interpolation with Bidirectional Regularized Implicit Neural Representations

Two-Stage Reasoning Network with Modality Decomposition for Text VQA

Localization and Local Motion Magnification of Pulsatile Regions in Endoscopic Surgery Videos

Co-speech Gesture Generation with Variational Auto Encoder

Differentiable Neural Architecture Search Based on Efficient Architecture for Lightweight Image Super-Resolution

Learning Collaborative Reinforcement Attention for 3D Face Reconstruction and Dense Alignment

Exploring Multi-Modal Fusion for Image Manipulation Detection and Localization

Object-based Spatio-Temporal Heterogeneous Network for VideoQA

Adaptive Token Selection and Fusion Network for Multimodal Sentiment Analysis

Exploring Imperceptible Adversarial Examples in YCbCr Color Space

Fractional-order image moments and applications

Time-Quality Tradeoff of MuseHash Query Processing Performance

Dual-Fisheye Image Stitching via Unsupervised Deep Learning

CA-GAN: Conditional Adaptive Generative Adversarial Network for Text-to-Image Synthesis

RDC-YOLOv5:Improved Safety Helmet Detection in Adverse Weather

Sustainable Commercial Fishery Control using Multimedia Forensics Data from Non-trusted, Mobile Edge Nodes

MC-TCMNER: A Multi-Modal Fusion Model Combining Contrast Learning Method for Traditional Chinese Medicine NER

C3-PO: A Convolutional Neural Network for COVID Onset Prediction from Cough Sounds

Pseudo-label based Unsupervised Momentum Representation Learning for Multi-domain Image Retrieval

DFGait: Decomposition Fusion Representation Learning for Multimodal Gait Recognition

MoPE: Mixture of Pooling Experts Framework for Image-Text Retrieval

Multi-Modal Video Topic Segmentation with Dual-Contrastive Domain Adaptation

Unsupervised Multi-Collaborative Learning Network for 3D Face Reconstruction

A Region Based Non-overlapping Reference Speech Estimation Method for Speaker Extraction

Self-Supervised Edge Structure Learning forMulti-View Stereo and Parallel Optimization

Prototype-Enhanced Hypergraph Learning for Heterogeneous Information Networks

A Language-based solution to enable Metaverse Retrieval

Part-aware Prompt Tuning For Weakly Supervised Referring Expression Grounding

Adversarially Robust Deepfake Detection via Adversarial Feature Similarity Learning

A Multidimensional Taxonomy Model for Music Tangible User Interfaces.

Other Format:

Print version: Rudinac, Stevan MultiMedia Modeling

ISBN:

3-031-53311-9