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Full Description
This book contains new research works presented at the Fourth World Conference on Intelligent and 3D Technologies (WCI3DT 2025), organized by IRNet International Academic Communication Center, held in Shanghai, China during May 23 - 25, 2025. The main topics in this volume cover contemporary parts in the multidimensional signal processing, based on deep learning and related applications. Special attention is given to neural networks, which make up the backbone of deep learning algorithms and their improvement, and research works aimed at the real-time interaction with unmanned vehicles, machine translation, cloud computing, personalized product recommendation model for autonomous robots, power production monitoring and control, optimization and acceleration of machine learning algorithms, pattern recognition, building crack detection and many others.
Contents
Research on Autonomous Collision Avoidance and Navigation Strategies for Mobile Robots Based on Point Cloud Library (PCL) and Imitation Learning.- Development and Application Research of Motion Video Analysis Platform in Sports Training.- Construction of A Quadruped Robot Imitation Motion Control System Based on Deep Reinforcement Learning.- Sports Action Teaching Correction System Combined with Intelligent Pose Recognition Technology.- Intelligent Logistics Path Planning and Real-Time Scheduling Optimization Based on Ant Colony Optimization Algorithm.- Application of Deep Learning-Based Dynamic Object Tracking Algorithm in Mobile Robots.- Research on the Robustness of Robot Localization and Tracking in Complex Environments.- Badminton Special Skills Training Based on Action Recognition Technology.- Design and Application of Intelligent Customer Service Robot System Based on Machine Learning.- The Application of Virtual Reality Technology in Sports Skill Training.
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