MultiMedia Modeling : 31st International Conference on Multimedia Modeling, MMM 2025, Nara, Japan, January 8–10, 2025, Proceedings, Part II / edited by Ichiro Ide, Ioannis Kompatsiaris, Changsheng Xu, Keiji Yanai, Wei-Ta Chu, Naoko Nitta, Michael Riegler, Toshihiko Yamasaki.

Format:

Book

Contributor:

Ide, Ichiro, editor.

Series:

Lecture Notes in Computer Science, 1611-3349 ; 15521

Language:

English

Subjects (All):

Computer vision.

Image processing--Digital techniques.

Image processing.

Signal processing.

Pattern recognition systems.

Application software.

Information storage and retrieval systems.

Computer Vision.

Computer Imaging, Vision, Pattern Recognition and Graphics.

Signal, Speech and Image Processing.

Automated Pattern Recognition.

Computer and Information Systems Applications.

Information Storage and Retrieval.

Local Subjects:

Computer Vision.

Computer Imaging, Vision, Pattern Recognition and Graphics.

Signal, Speech and Image Processing.

Automated Pattern Recognition.

Computer and Information Systems Applications.

Information Storage and Retrieval.

Physical Description:

1 online resource (0 pages)

Edition:

1st ed. 2025.

Place of Publication:

Singapore : Springer Nature Singapore : Imprint: Springer, 2025.

Summary:

This five-volume set LNCS 15520-15524 constitutes the proceedings of the 31st International Conference on Multimedia Modeling, MMM 2025, held in Nara, Japan, January 8–10, 2025. The 135 full papers and 41 short papers presented in these proceedings were carefully reviewed and selected from 348 submissions. The MMM conference was 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:

Regular Papers

gFlow: Distributed Real-Time Reverse Remote Rendering System Model

Grounding Deliberate Reasoning in Multimodal Large Language Models

GWUNet: A UNet with Gated Attention and Improved Wavelet Transform for Thyroid Nodules Segmentation

HCV: Lightweight Hybrid CNN-Vision Transformer for Visual Object Tracking.-HierArtEx: Hierarchical Representations and Art Experts Supporting the Retrieval of Museums in the Metaverse

Hybrid Scalable Video Coding with Neural Compression and Enhancement for Streaming Media

Hyper-NeuS:Hypernetworks for Neural SDF Implicit Surface Reconstruction by Volume Rendering

Image-Generation AI Model Retrieval by Contrastive Learning-based Style Distance Calculation

Improving Singing Voice Transcription Generalization with AI Generated Accompaniments

Infrared Small Target Detection with Feature Refinement and Context Enhancement

Innovative Lifelog Visualization and Exploration in Virtual Reality - A Comparative Study

Integrating S1&S2 Framework for Enhanced Semantic Match in Person Re-identification

Intra-Class Compact Facial Expression Recognition Based on Amplitude Phase Separation

Joint Decision Network with Modality-Specific and Dual Interactive Features for Fake News Detection

Kiite World: Socializing Map-Based Music Exploration Through Playlist Sharing and Synchronized Listening

KuzushijiDiffuser: Japanese Kuzushiji Font Generation with FontDiffuser

LIESA: Low-light Image Enhancement with Semantic Awareness

Lightweight Dual Grouped Large-Kernel Convolutions for Salient Object Detection Network

Lightweight Motion-Aware Video Super-Resolution for Compressed Videos

LITA: LMM-guided Image-Text Alignment for Art Assessment

LLMs-based Augmentation for Domain Adaptation in Long-tailed Food Datasets

Making strides Security in Multimodal Fake News Detection Models: A Comprehensive Analysis of Adversarial Attacks

MambaTalk: Speech-driven 3D Facial Animation with Mamba

MC-YOLO: Multi-scale Transmission Line Defect Target Recognition Network

MDT-Net: A Mask Decoder Tuning Strategy for CLIP-based Zero-shot 3D Classification

MICAN： Multi-modal Inconsistency-based Cooperation Attention Network for Fake News Detection

MineTinyNet-YOLO: An Efficient Small Object Detection Method for Complex Underground Coal Mine Scenarios

Mix-YOLONet: Deep Image Dehazing for Improving Object Detection

MKSNet: Advanced Small Object Detection in Remote Sensing Imagery with Multi-Kernel and Dual Attention Mechanisms

MLP-AMDC: A MLP Architecture for Adaptive-Mask-based Dual-Camera Snapshot Hyperspectral Imaging

MM-CARP: Multimodal Model with Cross-modal Retrieval-Augmented and Visual Region Perception

Modality-Specific Hashing: Transform Cross-Modal Retrieval into Single-Modal Retrieval.

Notes:

Includes bibliographical references and index.

ISBN:

9789819620616

9819620619