New Approaches for Multidimensional Signal Processing : Proceedings of International Workshop, NAMSP 2025 / edited by Rumen Mironov, Roumiana Kountcheva, Ivo Draganov, Kazumi Nakamatsu.

Format:

Book

Author/Creator:

Mironov, Rumen.

Series:

Smart Innovation, Systems and Technologies, 2190-3026 ; 478

Language:

English

Subjects (All):

Computational intelligence.

Signal processing.

Artificial intelligence.

Computational Intelligence.

Signal, Speech and Image Processing.

Artificial Intelligence.

Local Subjects:

Computational Intelligence.

Signal, Speech and Image Processing.

Artificial Intelligence.

Physical Description:

1 online resource (606 pages)

Edition:

1st ed. 2026.

Place of Publication:

Cham : Springer Nature Switzerland : Imprint: Springer, 2026.

Summary:

This book is a collection of papers presented at the International Workshop on New Approaches for Multidimensional Signal Processing (NAMSP 2025), held at Technical University of Sofia, Sofia, Bulgaria, during July 24–26, 2025. The book covers research papers in the field of N-dimensional multicomponent image processing, multidimensional (MD) image representation and super-resolution, 3D image processing and reconstruction, MD computer vision systems, MD multimedia systems, data-based MD image retrieval and knowledge data mining, jamming image recognition and surface defects segmentation, MD signal analysis aimed at medical decision support, MD image processing in robot systems, 3D and multi-view visualization in environmental art, VR and reinforcement learning applications, tensor-based mip-map implementation, recursive filtration of MD images, and many more.

Contents:

Tensor Elastic Net (T-NET) for Robust Solutions to Sparse Multilinear Least Squares Problems

Exploring the Optimizing Tools for Digital Watermark-ing of Medical Visual Information using DL

Intelligent Decision on Stroke Biomarkers: Potentials and Constraints

Optimizing Dilated SE-DenseNet for Brain Tumor MRI Classification: A Targeted Approach within the Broader Landscape of Computer-Aided Diagnosis

Wavelet-Based Image Fusion of Pre-Registered MRI and PSMA Scans of the Prostate Gland

Unsupervised Signal Decomposition and Tracking using Hyperdimensional Computing and Spiking Neural Networks

An In-Depth Review of Routing Protocols in IoT-Oriented Sensor Networks

Automated Identification of Vascular Plaque in Optical Coherence Tomography Images

Construction of a Quantitative Analysis and Prediction Model for the Antioxidant Effects of Polysaccharides from Polygonatum sibiricum and Lycium barbarum Based on Machine Learning

Neuromorphic Directional Motion Detector

Correlation Analysis Between Regional Economic Development and Policy Combined with Machine Learning

Quantifying and Forecasting the Impact of Employment Structure Preferences on the Digital Economy: A Machine Learning-Augmented Panel Data Analysis

Trade Network Analysis and Economic Stability Forecasting Using Graph Attention Networks

Multi-source Heterogeneous Data Fusion and Intelligent Decision Algorithm Design for Cross-border Trade

AI-Driven Optimization of Enterprise Financial Management

Empirical Investigation of Random Forest Model's Predictive Capability for A-share Banking and Food Industry Stocks

Research on the Impact of Digital Inclusive Finance Combined with Intelligent Analysis Model on enterprise Green Technology Innovation

Machine Learning-Based Analysis of the Impact Effect of Digital Transformation in Commercial Banks on Digital Financial Development

Research on Quantitative Investment Strategy Based on Multifactor Stock Selection and Transformer-SVR Fusion Modeling

LSTM-based Stock Price Prediction for New Energy Vehicles

A Study on Intelligent Evaluation of Teaching Financial Statement Analysis Based on BP Neural Networks

Research on Intelligent Identification and Prediction Model of Enterprise Financial Risk Based on Multimodal Machine Learning

Research on High-dimensional Feature Selection and Asset Allocation Optimization Algorithm for Financial Big Data

Student Behavior Pattern Mining and Management Optimization in Colleges and Universities Based on Big Data Analysis

Construction of Intelligent English Writing Scoring Model Integrating Natural Language Processing and Semantic Analysis

Application of Intelligent Knowledge Mining Technology in English Online Teaching

Talent Intelligent Recommendation Method Based on Big Data and Knowledge Graph

Research on the Intelligent Algorithm Modeling of the Risk Assessment of Sports Injuries in Traditional National Sports

Research on Visual Understanding Algorithm of Art Aided Design Scene in Digital Background

Intelligent Generation and Optimization of China Traditional Cultural Content Based on Large-scale Pre-training Model

Intelligent Algorithm and Model Application in the Construction of Digital Ecosystem of Rural Cultural and Creative Product Design

Research on the Dissemination of Traditional Chinese Cultural Art in the Context of Digital Media.

Notes:

Print version record.

Other Format:

Print version: Mironov, Rumen New Approaches for Multidimensional Signal Processing

ISBN:

9783032202727

OCLC:

1611794291