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CHADET: Cross-Hierarchical-Attention for Depth-Completion Using Unsupervised Lightweight Transformer featured image

CHADET: Cross-Hierarchical-Attention for Depth-Completion Using Unsupervised Lightweight Transformer

An unsupervised lightweight transformer for depth completion that fuses RGB and sparse depth using depthwise blocks and a cross-hierarchical-attention decoder to improve edge …

Kevin Christiansen Marsim
Fuzzy Logic and Neural Network-Based Intelligent Control System for Quadruped Robot on Extreme Terrain featured image

Fuzzy Logic and Neural Network-Based Intelligent Control System for Quadruped Robot on Extreme Terrain

An intelligent quadruped control system for extreme terrain that combines a fuzzy-logic high-level controller (MFLC) with a neural network-based low-level controller to improve …

Jinwoo Jeon
A Robust State Estimator for Legged Robots using Visual-Inertial-Leg Kinematics in the Wild featured image

A Robust State Estimator for Legged Robots using Visual-Inertial-Leg Kinematics in the Wild

A robust legged-robot state estimator that extends VINS-Fusion by adding a preintegrated foot velocity factor, enabling reliable estimation in outdoor in-the-wild conditions …

Byeongho Yu
TROT-Q: Traversability and Obstacle Aware Target Tracking System for Quadruped Robots featured image

TROT-Q: Traversability and Obstacle Aware Target Tracking System for Quadruped Robots

A quadruped target-tracking system that jointly plans traversable, obstacle-free local trajectories using SLAM, RGB-D object detection, and QR-SCAN-style trajectory scoring, and …

Eungchang Mason Lee
Struct-MDC: Mesh-Refined Unsupervised Depth Completion Leveraging Structural Regularities From Visual SLAM featured image

Struct-MDC: Mesh-Refined Unsupervised Depth Completion Leveraging Structural Regularities From Visual SLAM

An unsupervised depth completion method that leverages line features from visual SLAM via constrained Delaunay triangulation and a mesh depth refinement module to produce dense, …

Jinwoo Jeon
TPL: Trajectory Planner for Target Tracking in Low-Light Environments featured image

TPL: Trajectory Planner for Target Tracking in Low-Light Environments

A trajectory planning framework for UAV target tracking in low-light environments, combining thermal and ToF-based perception with minimum-snap trajectory optimization under …

Seunghyun Lee*
UV-SLAM: Unconstrained Line-Based SLAM Using Vanishing Points for Structural Mapping featured image

UV-SLAM: Unconstrained Line-Based SLAM Using Vanishing Points for Structural Mapping

An unconstrained line-based visual SLAM system that leverages vanishing point measurements to resolve line degeneracy and guarantee observability for accurate structural mapping.

Hyunjun Lim

ROLAND: Robust Landing of UAV on Moving Platform using Object Detection and UWB based Extended Kalman Filter

A robust UAV autonomous landing system on a moving platform, fusing object detection and UWB measurements with VIO/encoder data via an Extended Kalman Filter to estimate relative …

ChanYoung Kim*
QR-SCAN: Traversable Region Scan for Quadruped Robot Exploration using Lightweight Precomputed Trajectory featured image

QR-SCAN: Traversable Region Scan for Quadruped Robot Exploration using Lightweight Precomputed Trajectory

A lightweight local exploration planner for quadruped robots that uses kinodynamics-aware precomputed trajectories and a two-step cylindrical collision/traversability check (via …

Eungchang Mason Lee
Run Your Visual-Inertial Odometry on NVIDIA Jetson: Benchmark Tests on a Micro Aerial Vehicle featured image

Run Your Visual-Inertial Odometry on NVIDIA Jetson: Benchmark Tests on a Micro Aerial Vehicle

Comprehensive benchmarking of visual(-inertial) odometry algorithms on various NVIDIA Jetson platforms, evaluating accuracy and computational efficiency.

Jinwoo Jeon*