为视障者优化约会网站，新增宠物与场景识别功能。
Improving the Accessibility of Dating Websites for Individuals with Visual Impairments
- 在现有图像识别基础上增加宠物和拍摄场景分类。
- 提升视障用户对照片信息的理解能力。
- 适合无障碍设计、人机交互研究者参考。
如今人们越来越依赖在线约会建立关系，但多数约会网站对视障者不友好，使用困难且体验不佳。本研究旨在通过增强现有系统对头像的识别能力，加入宠物存在性与拍摄场景（室内/室外）判断功能，帮助视障用户更完整理解照片内容。现有技术已可识别面部表情、年龄、性别及儿童等信息，本项目进一步扩展至常见宠物和环境类型识别，以改善视障用户的参与度与约会成功率。实验验证了新功能在实际应用中的可行性，为提升数字约会平台的可访问性提供有效方案。
原文摘要 · Abstract (English)
People now frequently meet and develop relationships through online dating. Yet, due to their limited accessibility, utilizing dating services can be difficult and irritating for people with visual impairments. The significance of the research issue can be attributed to the fact that dating websites are becoming more and more common and have a significant impact on how people establish romantic connections. It can be challenging for people with visual impairments to use dating services and develop lasting relationships because many of them are not created with their requirements in mind. We can encourage people with visual impairments to participate more completely in online dating and possibly enhance the success of their romantic relationships by making dating websites more accessible. There is some existing implementation that can automatically recognize the facial expression, age, gender, presence of child(ren) and other common objects from a profile photo in a dating platform. The goal of this project is incorporate additional features (presence of any common pets, indoor vs. outdoor image) to further enhance the capability of existing system and come up with test viable solutions to accessibility issues that people with visual impairments face when using dating websites.
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