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12 changes: 5 additions & 7 deletions _pages/projects_page/index.html
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overlay_filter: 0.5
excerpt: "Projects"
---
<p>Projects</p>
{% for post in site.my_posts %}
<div class="post">
<h2><a href="{{ post.url }}">{{ post.title }}</a></h2>
<div>{{ post.content }}</div>
</div>
{% endfor %}
<h3 class="archive__subtitle">Projects</h3>

{% for post in site.categories.Projects %}
{% include archive-single.html type='post' %}
{% endfor %}
6 changes: 3 additions & 3 deletions _pages/research_page/index.html
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layout: archive
author_profile: true
header:
overlay_image: assets/image/thumbnail/homepage_thumbnail.jpeg
overlay_filter: 0.5
overlay_image: assets/image/thumbnail/homepage_research.jpeg
overlay_filter: 0.3
excerpt: "Research"
---

Expand All @@ -19,7 +19,7 @@ <h3 class="archive__subtitle">Publications</h3>

<br>
<br>
<p class="archive__subtitle">2nd Author</p>
<h1 class="archive__subtitle">2nd Author</h1>

{% for post in site.categories.2ndAuthor %}
{% include archive-single.html type='post' %}
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4 changes: 2 additions & 2 deletions _posts/2020-05-31-icra_boseong.md
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tags:
- Aerial Tracking
header:
teaser: /assets/image/thumbnail/tro2023.gif
teaser: /assets/image/thumbnail/homepage_boseong-icra_gif.gif
authors: Boseong Jeon, <u>Yunwoo Lee*</u>, and H. Jin Kim
links:
- paper:
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- bibtex:
name: "Bibtex"
---
{% include video id="zxpBws6kxNI" provider="youtube" %}
{% include video id="_JSwXBwYRl8" provider="youtube" %}

**Abstract:** This work suggests an integrated approach for a drone (or multirotor) to perform an autonomous videography task in a 3-D obstacle environment by following a moving object. The proposed system includes 1) a target motion prediction module which can be applied to dense environments and 2) a hierarchical chasing planner. Leveraging covariant optimization, the prediction module estimates the future motion of the target assuming it efforts to avoid the obstacles. The other module, chasing planner, is in a bi-level structure composed of preplanner and smooth planner. In the first phase, we exploit a graph-search method to plan a chasing corridor which incorporates safety and visibility of target. In the subsequent phase, we generate a smooth and dynamically feasible trajectory within the corridor using quadratic programming (QP). We validate our approach with multiple complex scenarios and actual experiments. The source code and the experiment video can be found in https://github.com/icsl-Jeon/traj_gen_vis and https://www.youtube.com/watch?v=_JSwXBwYRl8.

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2 changes: 1 addition & 1 deletion _posts/2020-10-24-iros2020.md
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tags:
- Aerial Tracking
header:
teaser: /assets/image/thumbnail/tro2023.gif
teaser: /assets/image/thumbnail/homepage_iros2020_cut_gif.gif
authors: Youngseok Jang*, <u>Yunwoo Lee*</u>, and H. Jin Kim
links:
- paper:
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4 changes: 2 additions & 2 deletions _posts/2021-03-19-multislam.md
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tags:
- Multi Robot System
header:
teaser: /assets/image/thumbnail/tro2023.gif
teaser: /assets/image/thumbnail/homepage_multislam_7x_comp_crop.gif
authors: Youngseok, Changsuk Oh, <u>Yunwoo Lee*</u>, and H. Jin Kim
links:
- paper:
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- bibtex:
name: "Bibtex"
---
{% include video id="zxpBws6kxNI" provider="youtube" %}
{% include video id="aaVWl64vYxQ" provider="youtube" %}

**Abstract:** Multirobot simultaneous localization and mapping (SLAM) requires technical ingredients such as systematic construction of multiple SLAM systems and collection of information from each robot. In particular, map fusion is an essential process of multirobot SLAM that combines multiple local maps estimated by team robots into a global map. Fusion of multiple local maps is usually based on interloop detection that recognizes the same scene visited by multiple robots, or robot rendezvous where a member(s) of a robot team is observed in another member's images. This article proposes a collaborative monocular SLAM including a map fusion algorithm that utilizes rendezvous, which can happen when multirobot team members operate in close proximity. Unlike existing rendezvous-based approaches that require additional sensors, the proposed system uses a monocular camera only. Our system can recognize robot rendezvous using nonstatic features (NSFs) without fiducial markers to identify team robots. NSFs, which are abandoned as outliers in typical SLAM systems for not supporting ego-motion, can include relative bearing measurements between robots in a rendezvous situation. The proposed pipeline consists of the following: first, a feature identification module that extracts the relative bearing measurements between robots from NSFs consisting of anonymous bearing vectors with false positives, and second, a map fusion module that integrates the map from the observer robot with the maps from the observed robots using identified relative measurements. The feature identification module can operate quickly using the proposed alternating minimization algorithm formulated by two subproblems with closed-form solutions. The experimental results confirm that our collaborative monocular SLAM system recognizes rendezvous rapidly and robustly, and fuses local maps of team robots into a global map accurately.

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11 changes: 11 additions & 0 deletions _posts/2021-09-23-atypical_proj.md
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---
title: "Autonomous Driving, Ministry of Science and Technoloy of Korea"
categories:
- Projects
tags:
- Autonomous Driving
header:
teaser: /assets/image/thumbnail/homepage_atypical_proj_2x_gif_comp.gif
---

<b>Autonomous Driving</b> in <b>Rural</b> environments
2 changes: 1 addition & 1 deletion _posts/2021-10-01-iros2021.md
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tags:
- Aerial Tracking
header:
teaser: /assets/image/thumbnail/tro2023.gif
teaser: /assets/image/thumbnail/homepage_iros2021_cut_gif.gif
authors: <u>Yunwoo Lee</u>, Jungwon Park, Boseong Jeon, and H. Jin Kim
links:
- paper:
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2 changes: 1 addition & 1 deletion _posts/2021-10-04-dual_access.md
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tags:
- Aerial Tracking
header:
teaser: /assets/image/thumbnail/tro2023.gif
teaser: /assets/image/thumbnail/homepage_dualtarget_gif.gif
authors: Boseong Jeon, <u>Yunwoo Lee*</u>, Jeongjun Choi, Jungwon Park, and H. Jin Kim
links:
- paper:
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11 changes: 11 additions & 0 deletions _posts/2022-09-23-kai_proj.md
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---
title: "Drone swarm, Korean Aerospace Industry, Korea"
categories:
- Projects
tags:
- Multi-rotor
header:
teaser: /assets/image/thumbnail/homepage_kai_proj_5d5x_gif_comp.gif
---

<b>Quadrotor Swarm</b>, upto 10 agents
2 changes: 1 addition & 1 deletion _posts/2023-06-01-dlsc.md
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- multi-agent trajectory planning
- distributed robot system
header:
teaser: /assets/image/thumbnail/tro2023.gif
teaser: /assets/image/thumbnail/homepage_dlsc_crop.gif
authors: Jungwon Park, <u>Yunwoo Lee</u>, Inkyu Jang, and H. Jin Kim
links:
- paper:
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11 changes: 11 additions & 0 deletions _posts/2023-09-23-mooin_proj.md
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---
title: "Unmanned Aerial/Ground Vehicle, Ministry of Science and Technology of Korea"
categories:
- Projects
tags:
- Multi-rotor
header:
teaser: /assets/image/thumbnail/homepage_mooin_proj_4x_gif_comp.gif
---

<b>Monocular depth estimation</b> and <b>Path planning</b> in unstructured environments
4 changes: 2 additions & 2 deletions _posts/2024-05-28-monocameraonly.md
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---
title: "(R-AL) Mono-Camera-Only Target Chasing for a Drone in a Dense Environment by Cross-Modal Learning"
title: "(RA-L) Mono-Camera-Only Target Chasing for a Drone in a Dense Environment by Cross-Modal Learning"
categories:
- 2ndAuthor
tags:
- deep learning
header:
teaser: /assets/image/thumbnail/tro2023.gif
teaser: /assets/image/thumbnail/homepage_monocamera_gif.gif
authors: Seungyeon Yoo, Seungwoo Jung, <u>Yunwoo Lee</u>, Dongsek Shim, and H. Jin Kim
links:
- paper:
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14 changes: 13 additions & 1 deletion _posts/2024-09-23-qp_chaser.md
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tags:
- Aerial Tracking
header:
teaser: /assets/image/thumbnail/homepage_thumbnail.jpeg
teaser: /assets/image/thumbnail/homepage_qp_chaser_4x_compressed_gif_comp.gif
journals: RA-L
authors: <u>Yunwoo Lee</u>, Jungwon Park,S eungwoo Jung, Boseong Jeon, Dahyun Oh, and H. Jin Kim
links:
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name: "Paper"
---

<br>
<br>
<br>


**Abstract:** Maintaining the visibility of the target is one of the major objectives of aerial tracking missions.
This paper proposes a target-visible trajectory planning pipeline using quadratic programming (QP).
Our approach can handle various tracking settings, including 1) single- and dual-target following and 2) both static and dynamic environments, unlike other works that focus on a single specific setup.
In contrast to other studies that fully trust the predicted trajectory of the target and consider only the visibility of the target’s center, our pipeline considers error in target path prediction and the entire body of the target to maintain the target visibility robustly.
First, a prediction module uses a sample-check strategy to quickly calculate the reachable sets of moving objects, which represent the areas their bodies can reach, considering obstacles.
Subsequently, the planning module formulates a single QP problem, considering path topology, to generate a tracking trajectory that maximizes the visibility of the target's reachable set among obstacles.
The performance of the planner is validated in multiple scenarios, through high-fidelity simulations and real-world experiments.
18 changes: 17 additions & 1 deletion _posts/2024-09-25-bpmp_tracker.md
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tags:
- Aerial Tracking
header:
teaser: /assets/image/thumbnail/homepage_thumbnail.jpeg
teaser: /assets/image/thumbnail/homepage_bpmp-tracker_2x_gif.gif
journals: RA-L
authors: <u>Yunwoo Lee</u>, Jungwon Park, Boseong Jeon, Seungwoo Jung, and H. Jin Kim
links:
- paper:
link: https://arxiv.org/pdf/2408.04266
name: "Paper"
---
{% include video id="rTf4HyOwnOA" provider="youtube" %}

**Abstract:** This work presents a distributed trajectory planning method for multi-agent aerial tracking. The proposed method uses a Dynamic Buffered Voronoi Cell (DBVC) and a Dynamic Inter-Visibility Cell (DIVC) to formulate the distributed trajectory generation. Specifically, the DBVC and the DIVC are time-variant spaces that prevent mutual collisions and occlusions among agents, while enabling them to maintain suitable distances from the moving target. We combine the DBVC and the DIVC with an efficient Bernstein polynomial motion primitive-based tracking trajectory generation method, which has been refined into a less conservative approach than in our previous work. The proposed algorithm can compute each agent's trajectory within several milliseconds on an Intel i7 desktop. We validate the tracking performance in challenging scenarios, including environments with dozens of obstacles.

## Bibtex <a id="bibtex"></a>
```
@ARTICLE{bpmp_tracker2024,
author={Lee, Yunwoo and Park, Jungwon and Jeon, Boseong and Jung, Seungwoo and Kim, H. Jin},
journal={IEEE Robotics and Automation Letters},
title={BPMP-Tracker: A Versatile Aerial Target Tracker Using Bernstein Polynomial Motion Primitives},
year={2024},
volume={9},
number={12},
pages={10938-10945},
keywords={Trajectory;Drones;Polynomials;Target tracking;Trajectory planning;Planning;Pipelines;Ellipsoids;Cameras;Aerodynamics;Reactive and sensor-based planning;visual servoing;motion and path planning},
doi={10.1109/LRA.2024.3475879}}
```
10 changes: 9 additions & 1 deletion _posts/2024-11-06-dmvc_tracker.md
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tags:
- Aerial Tracking
header:
teaser: /assets/image/thumbnail/homepage_thumbnail.jpeg
teaser: /assets/image/thumbnail/homepage_dmvc_tracker_2x_gif_comp.gif
journals: RA-L
authors: <u>Yunwoo Lee</u>, Jungwon Park, and H. Jin Kim
---



<br>
<br>
<br>


**Abstract:** This work presents a distributed trajectory planning method for multi-agent aerial tracking. The proposed method uses a Dynamic Buffered Voronoi Cell (DBVC) and a Dynamic Inter-Visibility Cell (DIVC) to formulate the distributed trajectory generation. Specifically, the DBVC and the DIVC are time-variant spaces that prevent mutual collisions and occlusions among agents, while enabling them to maintain suitable distances from the moving target. We combine the DBVC and the DIVC with an efficient Bernstein polynomial motion primitive-based tracking trajectory generation method, which has been refined into a less conservative approach than in our previous work. The proposed algorithm can compute each agent's trajectory within several milliseconds on an Intel i7 desktop. We validate the tracking performance in challenging scenarios, including environments with dozens of obstacles.
8 changes: 4 additions & 4 deletions _sass/minimal-mistakes/_archive.scss
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overflow: hidden;
-webkit-transition: $global-transition;
transition: $global-transition;
margin-top: 5px;
margin-bottom: 0px;
margin-top: 10px;
margin-bottom: 5px;
margin-left: 0px;
margin-right: 14px;
margin-right: 20px;
width: 150px;

@include breakpoint($medium) {
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.feature__item>.archive__item:hover {
.archive__item-teaser>img {
filter: brightness(50%);
filter: brightness(70%);
}
}

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3 changes: 2 additions & 1 deletion index.html
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overlay_filter: 0.5
excerpt: "Toward Fully Autonomous Mobile Robot System"
---
<p>Hi, I am a Ph.D candidate at Lab for Autonomous Robotics Research (<a href="https://larr.snu.ac.kr/" target="_blank">LARR</a>), Seoul National University, South Korea. My research interests is mobile robot trajectory planning, in particular Aerial Tracking and Multi-Robot System.</p>
<p>Hi, I am a Ph.D candidate at Lab for Autonomous Robotics Research (<a href="https://larr.snu.ac.kr/" target="_blank">LARR</a>), Seoul National University, South Korea. My research interests is mobile robot trajectory planning, in particular <b>Aerial Tracking</b> and <b>Multi-Agent System</b>.</p>
<p>You can see my works through these links: <a href="/_pages/research_page/index.html" target="_blank">RESEARCH</a> and <a href="/_pages/projects_page/index.html" target="_blank">PROJECTS</a>!</p>

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