<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Research Areas | RCL Group</title><link>https://rcl-group.github.io/research/</link><atom:link href="https://rcl-group.github.io/research/index.xml" rel="self" type="application/rss+xml"/><description>Research Areas</description><generator>Hugo Blox Builder (https://hugoblox.com)</generator><language>en-us</language><image><url>https://rcl-group.github.io/media/icon_hu_c9b5ec8305c0ee34.png</url><title>Research Areas</title><link>https://rcl-group.github.io/research/</link></image><item><title>3D Vision &amp; Spatial AI</title><link>https://rcl-group.github.io/research/3d-vision/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://rcl-group.github.io/research/3d-vision/</guid><description>&lt;!-- TODO: Add detailed description of this research area --&gt;
&lt;p&gt;We advance 3D scene understanding through neural radiance fields, Gaussian splatting, and foundation model integration for holistic scene representation and novel view synthesis.&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Key topics:&lt;/strong&gt; Neural Radiance Fields (NeRF), 3D Gaussian Splatting, Dense 3D Reconstruction, Open-Vocabulary 3D Understanding&lt;/p&gt;
&lt;!-- TODO: Add representative publications and project highlights --&gt;</description></item><item><title>Embodied AI &amp; Human-Robot Interaction</title><link>https://rcl-group.github.io/research/embodied-ai/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://rcl-group.github.io/research/embodied-ai/</guid><description>&lt;!-- TODO: Add detailed description of this research area --&gt;
&lt;p&gt;We enable robots to understand, interact with, and manipulate objects in open environments through vision-language-action models and hand-object interaction modeling.&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Key topics:&lt;/strong&gt; Hand-Object Interaction, Mobile Manipulation, Vision-Language-Action (VLA), Visual Language Navigation (VLN)&lt;/p&gt;
&lt;!-- TODO: Add representative publications and project highlights --&gt;</description></item><item><title>Robot Perception &amp; State Estimation</title><link>https://rcl-group.github.io/research/robot-perception/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://rcl-group.github.io/research/robot-perception/</guid><description>&lt;!-- TODO: Add detailed description of this research area --&gt;
&lt;p&gt;We develop robust multi-sensor fusion algorithms for accurate robot localization and mapping. Our work covers visual-inertial odometry, LiDAR SLAM, continuous-time trajectory estimation, and sensor calibration.&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Key topics:&lt;/strong&gt; Visual-Inertial Odometry, LiDAR-Inertial-Camera SLAM, Continuous-Time Estimation, Multi-Sensor Calibration&lt;/p&gt;
&lt;!-- TODO: Add representative publications and project highlights --&gt;</description></item></channel></rss>