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Byung-Wook Choi

Hanyang University · 情報科学

研究室紹介

Professor Byung-Wook Choi's research lab specializes in intelligent robotics, autonomous navigation, and human-robot interaction, with a focus on semantic perception, spatial reasoning, and context-aware localization using low-cost sensors like single cameras and odometry. The lab develops innovative approaches in augmented reality for training applications, voice-controlled web browsing for smart devices, and advanced material characterization through nanoindentation techniques. Key research directions include semantic topological mapping, Bayesian localization, and the integration of qualitative spatial representations for robust robot navigation in dynamic environments.

robot localizationsemantic mappingaugmented realityvoice interfacenanoindentation

Research Overview

Papers
96
Total Citations
270
Papers (5y)
14
Primary Field
情報科学

Research Output Trend

Figures are computed from collected data and may differ slightly.

Publications per year (5y)
14total
2012
2014
2016
2021
2023
Citations per year (5y)
16total
20122014201620212023

Selected Papers

15
1
Article|33 citations·2009
A Nanoindentation Study on the Micromechanical Characteristics of API X100 Pipeline Steel
최병욱, 서동한, 장재일

The hardness characteristics of constituent micro-phases (ferrite and bainite) in a dual-phase API X100 pipeline steel were analyzed by nanoindentation experiments. The measured nano-hardness of the bainite phase is from 3.8 GPa to 4.9 GPa, which is much higher than that of the ferrite phase, which ranged from 1.75 GPa to 2.3 GPa. With the hardness and volume fraction of each micro-phase, attempts were made to predict the overall hardness by applying a simple rule-of-mixture. A comparison betwee

2
Article|23 citations·2009
Bayesian robot localization using spatial object contexts
Chuho Yi, Il Hong Suh, Gi Hyun Lim, Byung-Uk Choi

We propose a semantic representation and Bayesian model for robot localization using spatial relations among objects that can be created by a single consumer-grade camera and odometry. We first suggest a semantic representation to be shared by human and robot. This representation consists of perceived objects and their spatial relationships, and a qualitatively defined odometry-based metric distance. We refer to this as a topological-semantic distance map. To support our semantic representation,

Aerospace EngineeringEngineering
3
Article|20 citations·2009
Active-semantic localization with a single consumer-grade camera
Chuho Yi, Il Hong Suh, Gi Hyun Lim, Byung-Uk Choi

This study addressed the problem of active localization, which requires massive computation. To solve the problem, we developed abstracted measurements that consist of qualitative metrics estimated by a single camera. These are contextual representations consisting of perceived landmarks and their spatial relations, and they can be shared by humans and robots. Next, we enhanced the Markov localization method to support contextual representations with which a robot's location can be sufficiently

Aerospace EngineeringEngineering
4
Article|16 citations·2008
Virtual Tactical Map with Tangible Augmented Reality Interface
Kyungboo Jung, Sangwon Lee, Seungdo Jeong, Byung-Uk Choi

We propose a new augmented reality (AR)-based approach for training using virtual sand table representations of military battlefields. A virtual tactical map (VTM) can archive simple actions such as moving a marker by hand, to provide more organic realizations in virtual military training. The new tangible AR interface provides a content-authoring tool that is natural, intuitive, and user-friendly. AR-interfaced VTMs exhibit multiple possibilities for military learning and training applications.

Computer Vision and Pattern RecognitionComputer Science
5
Article|14 citations·2011
Deflection test and transmission error measurement to identify hypoid gear whine noise
Jonghun Yoon, Byung-Uk Choi, In-Hyung Yang, J. E. Oh
SJR Q2International Journal of Automotive Technology
Mechanical EngineeringEngineering
6
Book Chapter|13 citations·2006
An Effective Method for Approximating the Euclidean Distance in High-Dimensional Space
Seungdo Jeong, Sang‐Wook Kim, Kidong Kim, Byung-Uk Choi
SJR Q2Lecture notes in computer science
Computer Vision and Pattern RecognitionComputer Science
7
Book Chapter|12 citations·2011
Detection and Recovery for Kidnapped-Robot Problem Using Measurement Entropy
Chuho Yi, Byung-Uk Choi
SJR Q4Communications in computer and information science
Aerospace EngineeringEngineering
8
Article|11 citations·2014
A voice-controlled web browser to navigate hierarchical hidden menus of web pages in a smart-tv environment
Sungjae Han, Geunseong Jung, Minsoo Ryu, Byung-Uk Choi, Jaehyuk Cha

This paper proposes a new voice web browser that can be operated in smart TV environments. Previous voice web browsers had the limitation of being run under limited conditions; for example, a list of the specific contents of a page was outputted by voice, or the user entered a search term by voice. In our method proposed in this paper, all the hierarchical menu areas on a web page are recognized and controlled with voice keywords so that page navigation according to a menu can be conveniently do

Sociology and Political ScienceSocial Sciences
9
Article|10 citations·2011
Indoor Place Classification Using Robot Behavior and Vision Data
Chuho Yi, Young Ceol Oh, Il Hong Suh, Byung-Uk Choi
SJR Q2International Journal of Advanced Robotic SystemsOA

To realize autonomous navigation of intelligent robots in a variety of settings, analysis and classification of places, and the ability to actively collect information are necessary. In this paper, visual data are organized into an orientation histogram to roughly express input images by extracting and cumulating straight lines according to direction angle. In addition, behavioral data are organized into a behavioral histogram by cumulating motions performed to avoid obstacles encountered while

Computer Vision and Pattern RecognitionComputer Science
10
Article|9 citations·2008
Dimensionality reduction for similarity search with the Euclidean distance in high-dimensional applications
Seungdo Jeong, Sang‐Wook Kim, Byung-Uk Choi
SJR Q1Multimedia Tools and Applications
Computer Vision and Pattern RecognitionComputer Science
11
Book Chapter|8 citations·2007
Vector Graphic Reference Implementation for Embedded System
Sang-Yun Lee, Byung-Uk Choi
SJR Q2Lecture notes in computer science
Computer Graphics and Computer-Aided DesignComputer Science
12
Book Chapter|7 citations·2005
News Video Retrieval Using Automatic Indexing of Korean Closed-Caption
Jungwon Cho, Seungdo Jeong, Byung-Uk Choi
SJR Q2Lecture notes in computer science
Computer Vision and Pattern RecognitionComputer Science
13
Book Chapter|6 citations·2007
Salable Vector Graphics (OpenVG) for Creating Animation Image in Embedded Systems
Sang-Yun Lee, Sunghwan Kim, Jihoon Chung, Byung-Uk Choi
SJR Q2Lecture notes in computer science
Computer Graphics and Computer-Aided DesignComputer Science
14
Book Chapter|6 citations·2009
Cognitive Representation and Bayeisan Model of Spatial Object Contexts for Robot Localization
Chuho Yi, Il Hong Suh, Gi Hyun Lim, Seungdo Jeong, Byung-Uk Choi
SJR Q2Lecture notes in computer science
Aerospace EngineeringEngineering
15
Book Chapter|5 citations·2011
SERP: SURF Enhancer for Repeated Pattern
Seung Jun Mok, Kyungboo Jung, Dong Wook Ko, Sang Hwa Lee, Byung-Uk Choi
SJR Q2Lecture notes in computer science
Computer Vision and Pattern RecognitionComputer Science

Research Areas

Computer Vision and Pattern RecognitionAerospace EngineeringInformation SystemsArtificial IntelligenceSociology and Political ScienceComputer Graphics and Computer-Aided Design

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