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Multidimensional Signal Processing: Methods and Algorithms

Editat de Rumen Mironov, Roumiana Kountcheva, Ivo Draganov, Vasile Palade
en Limba Engleză Hardback – 24 feb 2027

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Specificații

ISBN-13: 9783032336538
ISBN-10: 3032336538
Pagini: 432
Dimensiuni: 155 x 235 mm
Editura: Springer Nature Switzerland AG

Cuprins

Algorithms and Architectures.- Interference Signal Recognition Based on Time-Frequency Features and an Interpretable Decision Tree.- Sea Target Recognition Algorithm Based on Improved YOLOv8.- Cochlear Microphonics and Compound Action Potential of FM Bats.- QRSRNet: Structure-aware and Recognition-enhanced Super-resolution for Degraded QR Code Images.- Analysis of Quadratic Phase Interference Fringes based on the Inverse Fractional Fourier Transform.- A Transformer-Based Load Prediction Mechanism with Dual Encoder Architecture.- SDC-YOLO: Rapid and Accurate Detection of Pomegranate Fruitlets Under Similar Background.- Design of Particle Swarm Optimization Algorithm for Architectural Acoustics and Verification of Indoor Sound Field Simulation.- A Fault-tolerant Routing Algorithm for Network-on-chip Using Ant Colony Optimization.- Small Object Detection in UAV Image based on Improved YOLOv7-tiny.- Research on Identification Algorithm of Ground Penetrating Radar for out of Pipeline Disease of Drainage Pipeline.- Research on Application Performance of Artificial Intelligence Deep Learning Algorithm in Image Recognition.- Intelligent Models.- Research on Quantitative Analysis Competitiveness based on Multidimensional Dynamic Modeling.- Construction and Intervention Strategy Research of Mental Health Prediction Model for Private College Students Based on Data Mining and XGBoost Algorithm.- Study on Urban Waterlogging Depth Forecasting Model in Ruian City.- A Study on the English Writing Teaching Model Based on Artificial Intelligence and Image Processing.- An Intelligent Evaluation Model for Cross-Cultural Discourse Comprehension
Based on Deep Semantic Matching.- A Study on the Pedagogical Model of Multimodal Image-Assisted English Reading Comprehension.- Performance Evaluation of Transformer-XGBoost Fusion Model for Retail Consumption Data Forecasting.- Music Style Classification and Identification Model based on Machine Learning
Algorithm.- Hierarchical Architecture-Based Lightweight Adaptation of Large Language Models for Electric Power Customer Service.- Voice Synthesis based on Hierarchical Diffusion Models.- Research on the Construction of the Job-Match Model for the AI Large Model.- Methods and Technologies.- Research on Access Authentication Technology based on POWERLINK Industrial Ethernet.- SPE-YOLO: A Compact Structure-focused Network for Multi-scale Object Identification in Autonomous Driving.- Adaptive Human Eye Sweep Path Prediction Based on Reinforcement Learning.- Application of the Integration Method of Large Model Tools and Traditional Development Tools in Road Transport Vehicle Review Business Processing.- Objective Evaluation Method of Comfort of Autonomous Driving Based on Bionic Robot.- Construction of an Intelligent Deep Learning Framework for Generating Knitted Patterns based on Quality Feedback.- Wind Speed Measurement Method Using Unmanned Aerial Vehicles based on Particle Filtering.- A Comparative Study on the RUL of Turbofan Engines Based on XGBoost and Random Forests.- LwLLM-Research and Application of Lightweight Adaptation Technology for 95598 Intelligent Customer Service Large Model.- Efficient Numerical Computation Method for Water-driven Reservoirs based on Deep Learning.- Research on Interactive Music Accompaniment Generation Method Based on Video Object Detection and Trajectory Analysis.