{"id":20,"date":"2026-02-15T07:14:59","date_gmt":"2026-02-15T07:14:59","guid":{"rendered":"https:\/\/xiaotianle.top\/?page_id=20"},"modified":"2026-03-03T11:36:25","modified_gmt":"2026-03-03T11:36:25","slug":"blog","status":"publish","type":"page","link":"https:\/\/xiaotianle.top\/index.php\/blog\/","title":{"rendered":"About"},"content":{"rendered":"\n
<\/span>
\n

Self-introduction<\/strong><\/h2>\n\n\n\n
\"\"<\/span>
\n

Values:<\/strong><\/strong><\/h2>\n\n\n\n
    \n
  • Discipline<\/li>\n\n\n\n
  • Creation<\/li>\n\n\n\n
  • Freedom<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n\n

    Hi, I’m Tianle Xiao, an IB DP student passionate about the intersection of AI, Computer Vision, and Quantum Cryptography. Through independent projects like GestureCtrl (real-time hand gesture recognition) and Rugby (AI-powered 3D tactical analysis), I explore how elegant theory meets powerful engineering. With an IPC Online Silver Award and 1100+ GitHub commits, I’m driven by curiosity and the pursuit of independence.<\/p>\n<\/div><\/div>\n\n\n\n

    Frequently Asked Questions<\/strong><\/h2>\n\n\n\n
    \n
    \n
    \n

    What motivated you to start your computer vision and HCI projects?<\/strong><\/h3>\n\n\n\n

    My motivation originated from observing inefficiencies in everyday human\u2013computer interaction. I became particularly interested in how vision-based systems can create more intuitive interfaces. Projects such as GestureCtrl emerged from exploring whether real-time landmark tracking could replace traditional input devices while maintaining low latency and stability.<\/p>\n\n\n\n

    I see these projects not merely as applications, but as experiments in improving interaction design through computer vision.<\/p>\n<\/div>\n<\/div>\n\n\n\n

    \n
    \n

    What technical challenges did you encounter, and how did you address them?<\/strong><\/h3>\n\n\n\n

    One major challenge was reducing noise and instability in real-time gesture tracking. Raw landmark data often leads to cursor jitter and delayed responses.<\/p>\n\n\n\n

    To address this, I implemented adaptive smoothing mechanisms and dynamic thresholding, balancing responsiveness and stability. I also explored system-level API integration to reduce latency in OS-level control.<\/p>\n\n\n\n

    Through this process, I gained a deeper understanding of real-time data processing and human-centered system optimization.<\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n

    \n
    \n
    \n

    How do your projects connect to your academic interests?<\/strong><\/h3>\n\n\n\n

    My academic focus lies in computer vision, human\u2013computer interaction, and AI-based modeling systems.<\/p>\n\n\n\n

    For example, the Rugby AI project applies object detection and spatial-temporal analysis to sports performance evaluation. This connects computer vision techniques with predictive modeling and visualization.<\/p>\n\n\n\n

    These projects serve as practical extensions of my interest in how computational systems interpret and model real-world human behavior.<\/p>\n<\/div>\n<\/div>\n\n\n\n

    \n
    \n

    What research direction would you like to pursue in university?<\/strong><\/h3>\n\n\n\n

    In university, I would like to further explore vision-based interaction systems and AI-driven modeling, particularly in environments involving dynamic human motion.<\/p>\n\n\n\n

    I am especially interested in improving robustness, latency reduction, and multi-modal interaction systems. Long term, I hope to contribute to research that bridges theoretical computer vision methods with practical human-centered applications.<\/p>\n<\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"

    Frequently Asked Questions What motivated you to start your computer vision and HCI projects? My motivation originated from observing inefficiencies in everyday human\u2013computer interaction. I became particularly interested in how vision-based systems can create more intuitive interfaces. Projects such as GestureCtrl emerged from exploring whether real-time landmark tracking could replace traditional input devices while maintaining […]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"page-no-title","meta":{"footnotes":""},"class_list":["post-20","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/xiaotianle.top\/index.php\/wp-json\/wp\/v2\/pages\/20","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/xiaotianle.top\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/xiaotianle.top\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/xiaotianle.top\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/xiaotianle.top\/index.php\/wp-json\/wp\/v2\/comments?post=20"}],"version-history":[{"count":7,"href":"https:\/\/xiaotianle.top\/index.php\/wp-json\/wp\/v2\/pages\/20\/revisions"}],"predecessor-version":[{"id":236,"href":"https:\/\/xiaotianle.top\/index.php\/wp-json\/wp\/v2\/pages\/20\/revisions\/236"}],"wp:attachment":[{"href":"https:\/\/xiaotianle.top\/index.php\/wp-json\/wp\/v2\/media?parent=20"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}