AI让视障者更独立,智能眼镜和语音系统成关键助手
AI-Powered Assistive Technologies for Visual Impairment
- 用深度学习实现物体识别与环境描述,提升感知能力
- 智能设备实现实时导航与信息读取,支持独立出行与学习
- 适合残障科技、无障碍设计领域研究者参考
人工智能正在重塑辅助技术,为视障人士提供创新解决方案以改善生活质量。本文综述了计算机视觉、自然语言处理(NLP)与可穿戴设备在该领域的进展,涵盖日常物品识别、环境场景描述及文本转语音系统等应用。智能眼镜、手机应用与AI导航工具显著提升了独立出行、社交互动以及教育和就业机会的获取能力。深度学习模型、多模态交互与实时数据处理的融合,增强了工具的功能性与可用性,推动包容性与自主权。文章也指出伦理、成本与环境适应性等挑战,并呼吁跨学科合作,确保技术公平可及与可持续发展。本综述强调了AI在促进独立、增强可访问性与社会融合方面的变革潜力。
原文摘要 · Abstract (English)
Artificial Intelligence (AI) is revolutionizing assistive technologies. It offers innovative solutions to enhance the quality of life for individuals with visual impairments. This review examines the development, applications, and impact of AI-powered tools in key domains, such as computer vision, natural language processing (NLP), and wearable devices. Specific advancements include object recognition for identifying everyday items, scene description for understanding surroundings, and NLP-driven text-to-speech systems for accessing digital information. Assistive technologies like smart glasses, smartphone applications, and AI-enabled navigation aids are discussed, demonstrating their ability to support independent travel, facilitate social interaction, and increase access to education and employment opportunities. The integration of deep learning models, multimodal interfaces, and real-time data processing has transformed the functionality and usability of these tools, fostering inclusivity and empowerment. This article also addresses critical challenges, including ethical considerations, affordability, and adaptability in diverse environments. Future directions highlight the need for interdisciplinary collaboration to refine these technologies, ensuring equitable access and sustainable innovation. By providing a comprehensive overview, this review underscores AI's transformative potential in promoting independence, enhancing accessibility, and fostering social inclusion for visually impaired individuals.
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