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نتیجه جستجو - تخمین حرکت

تعداد مقالات یافته شده: 2
ردیف عنوان نوع
1 A robust structural vibration recognition system based on computer vision
یک سیستم قوی تشخیص ارتعاش ساختاری بر اساس بینایی کامپیوتری-2022
Vibration-based structural health monitoring (SHM) systems are useful tools for assessing structural safety performance quantitatively. When employing traditional contact sensors, achieving high-resolution spatial measurements for large-scale structures is challenging, and fixed contact sensors may also lose dependability when the lifetime of the host structure is surpassed. Researchers have paid close attention to computer vision because it is noncontact, saves time and effort, is inexpensive, and has high efficiency in giving visual perception. In advanced noncontact measurements, digital cameras can capture the vibration information of structures remotely and swiftly. Thus, this work studies a system for recognizing structural vibration. The system ensures acquiring high-quality structural vibration signals by the following: 1) Establishing a novel image preprocessing, which includes visual partitioning measurement and image enhancement techniques; 2) initial recognition of structural vibration using phase-based optical flow estimation (POFE), which introduces 2-D Gabor wavelets to extract the independent phase information of the image to track the natural texture targets on the surface of the structure; 3) extracting the practical vibration information of the structure using mode decomposition to remove the complex environment of the camera vibration and other noises; 4) employing phase-based motion magnification (PMM) techniques to magnify small vibration signals, and then recognizing the complete information on the vibration time range of the structure. The research results of the laboratory experiments and field testing conducted under three different cases reveal that the system can recognize structural vibration in complicated environments.
keywords: Computer vision | Phase | Motion estimation | Motion magnification | Mode decomposition | Structural vibration
مقاله انگلیسی
2 Immersive human computer interactive virtual environment using large-scale display system
محیط مجازی تعاملی کامپیوتری انسانی با استفاده از سیستم نمایش در مقیاس بزرگ-2017
: Large-scale display system with immersive human computer interaction (HCI) is an important solution for virtual reality (VR) systems. In contrast to the traditional human-computer interactive VR system that requires the user to wear heavy VR headsets for visualization and data gloves for HCI, the proposing method utilizes a large-scale display screen (with or without 3D glasses) to visualize the virtual environment and a bare-handed gesture recognition solution to receive user instructions. The entire framwork is named as an immersive HCI system. Through a virtual 3D interactive rectangular parallelepipe, we establish the correspondence between the virtual scene and the control information. A bare-handed gesture recognition method is presented based on extended genetic algorithm. An arm motion estimation method is designed based on the fuzzy predictive control theory. Experimental results showed that the proposed method has lower error rates than most existing solutions with acceptable recognition frequency rates.
Keywords: Human computer interaction | Virtual reality | Gesture recognition | Motion estimation
مقاله انگلیسی
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بازدید امروز: 7929 :::::::: بازدید دیروز: 0 :::::::: بازدید کل: 7929 :::::::: افراد آنلاین: 60