计算机视觉技术在铁路检测领域中的应用

随着铁路交通的快速发展和铁路线路的不断延伸，铁路检测技术在确保铁路安全、正常运营等方面扮演着至关重要的角色。传统的铁路检测方法主要依赖人工巡检和复杂的机械装置，这种方式存在效率低、成本高、易出错等问题。在这种情况下，引入计算机视觉技术成为一种可行的解决方案。计算机视觉技术指通过计算机对图像或视频进行处理和分析，从中提取有用信息，从而作出相应判断的技术。相较于传统的铁路检测方法，它具有自动化、高效性、精确性等优势。通过引入计算机视觉技术，可以实现对铁路线路、设备和安全等的全面检测和监控。

Application of Computer Vision Technology in Railway Inspection

With the rapid development of railway traffic and the continuous extension of railway lines, railway detection technology plays a crucial role in ensuring railway safety and normal operation. Traditional railway inspection methods mainly rely on manual inspection and complex mechanical devices, which have problems such as low efficiency, high cost and error-prone. In this case, the introduction of computer vision technology has become a feasible solution. Computer vision technology refers to the technology that processes and analyzes images or videos through computers, extracts useful information from them, and makes corresponding judgments. Compared with traditional railway inspection methods, it has advantages such as automation, efficiency and accuracy. By introducing computer vision technology, comprehensive inspection and monitoring of railway lines, equipment and safety can be realized.