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Time TypePosts
May. 2025📚
🌟 Detailed derivation of On-Manifold IMU Preintegration
Reading notes of "On-Manifold Preintegration for Real-Time Visual--Inertial Odometry"
May. 2025
May. 2025📚
Innovations in BIM-based Localization
Reading Notes of three BIM-based Localization theses by Prof. Huan Yin
May. 2025
May. 2025🏫
🌟 ELEC 5650 - Networked Sensing, Estimation and Control
Lecture Notes for ELEC 5650 in the 2024-25 Spring by Prof. Ling Shi at HKUST
May. 2025
May. 2025🏫
ELEC 5650 @ Kalman Filter
Deviate Kalman Filter from three perspectives: geometry, probability, and optimization
May. 2025
Apr. 2025🏫
ELEC 5650 @ Linear Quadratic Regulator
Deviate LQR and LQG from Dynamic Programming and optimization
Apr. 2025
Mar. 2025🏫
ELEC 5650 @ Mathematic Tools
Cover the necessary Math tools for basic estimation and control
Mar. 2025
Mar. 2025🏫
ELEC 5650 @ Estimation Theory
Include topics from MAP, MMSE, ML, LMMSE, Least Square Estimation, and so on
Mar. 2025
Mar. 2025📚
Sparsity Extended Information Filter SLAM
Reading Notes of "Exactly Sparse Extended Information Filters for Feature-based SLAM"
Mar. 2025
Feb. 2025🧭
Classic Visual Feature Descriptors
Comprehensive analysis of classical visual feature descriptors: from SIFT to BRIEF
Feb. 2025
Dec. 2024🏫
COMP 2711 - Discrete Mathematical Tools for Computer Science
Review Notes for COMP 2711 in the 2024-25 Fall at HKUST
Dec. 2024
Dec. 2024📚
Handling Gauge Freedom in VINS
Reading notes of "On the Comparison of Gauge Freedom Handling in Optimization-Based Visual-Inertial State Estimation"
Dec. 2024
Dec. 2024📚
A Continuous-time Representation for VINS
Reading notes of "Spline Fusion: A continuous-time representation for visual-inertial fusion with application to rolling shutter cameras"
Dec. 2024
Dec. 2024📚
Robust Initialization of Visual-Inertial System
Reading notes of "Robust initialization of monocular visual-inertial estimation on aerial robots"
Dec. 2024
Nov. 2024🏫
ELEC 3200 - System Modeling, Analysis and Control
Cheat Sheets for ELEC 3200 in the 2024-25 Fall at HKUST
Nov. 2024
Nov. 2024📦
CoTiMo Planner Implementation Report
TOPP-based motion planning for omnidirectional mobile robots
Nov. 2024
Sep. 2024🧭
Rotation Representations in Robotics
Introduce four types of rotation representation: Euler angles, axis angle, quaternions, and rotation matrix
Sep. 2024