Publications

International Publications

Can Language Models Understand mmWave Data? Benchmarking Large Language Models for mmWave Radar-Based Human Understanding

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR-Findings), 2026 Top Conf.

Jeongwan Shin, Jaehyeon Kim, Donguk Ko, Jae-Ho Choi*

ReFineVQA: Iterative Refinement of Video Description via Feedback Generation for Video Question Answering

IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2026 [Link] Top Conf.

Jeongwan Shin, Chan Hur, Seongmin Cho, Jae-Ho Choi*, Hyeyoung Park*

MVDoppler-Pose: Multi-Modal Multi-View mmWave Sensing for Long-Distance Self-Occluded Human Walking Pose Estimation

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025 [Project Page][Link] Top Conf.

Jae-Ho Choi*, Soheil Hor, Shubo Yang, Amin Arbabian

High-Resolution Gait Micro-Doppler Synthesis from Videos Over Diverse Trajectories

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2025 [Link] Top Conf. Oral

Shubo Yang*, Soheil Hor, Jae-Ho Choi, Amin Arbabian

Radar-Based Crowd Counting in Real-World Environments with Spatiotemporal Transformer

IEEE Signal Processing Letters (SPL), 2024 [Link]

Jae-Ho Choi, Kyung-Tae Kim*

Fusion-Vital: Video-RF Fusion Transformer for Advanced Remote Physiological Measurement

AAAI Conference on Artificial Intelligence (AAAI), 2024 [Link] Top Conf.

Jae-Ho Choi, Ki-Bong Kang, Kyung-Tae Kim*

Radar-Based People Counting under Heterogeneous Clutter Environments

IEEE Sensors Journal (SensJ), 2024 [Link]

Jae-Ho Choi, Ji-Eun Kim, and Kyung-Tae Kim*

MVDoppler: Unleashing the Power of Multi-View Doppler for MicroMotion-based Gait Classification

Neural Information Processing Systems (NeurIPS), 2023 [Project Page][Link] Top Conf.

Soheil Hor*, Shubo Yang, Jae-Ho Choi, Amin Arbabian

RF-Vital: Radio-Based Contactless Respiration Monitoring for a Moving Individual

IEEE Internet of Things Journal (IoTJ), 2023 [Link] Top 5%

Jae-Ho Choi, Ki-Bong Kang, Kyung-Tae Kim*

Beam Scheduling of Maritime Multifunctional Radar Based on Binary Integration

IEEE Access, 2023 [Link]

Nam-Hoon Jeong, Min Kim, Jae-Ho Choi, Kyung-Tae Kim*

Remote Respiration Monitoring of Moving Person Using Radio Signals

European Conference on Computer Vision (ECCV), 2022 [Link] Top Conf.

Jae-Ho Choi, Ki-Bong Kang, Kyung-Tae Kim*

Feature Selection for SAR Target Discrimination and Efficient Two-Stage Detection Method

Remote Sensing, 2022 [Link]

Nam-Hoon Jeong, Jae-Ho Choi, Geon Lee, Ji-Hoon Park, Kyung-Tae Kim*

Deep Learning Approach for Radar-Based People Counting

IEEE Internet of Things Journal (IoTJ), 2022 [Link] Top 5%

Jae-Ho Choi, Ji-Eun Kim, Kyung-Tae Kim*

Fusion of Target and Shadow Regions for Improved SAR ATR

IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2022 [Link] Top 10%

Jae-Ho Choi, Myung-Jun Lee, Nam-Hoon Jeong, Geon Lee, Kyung-Tae Kim*

Analysis of Micro-Doppler Signatures of Small UAVs Based on Doppler Spectrum

IEEE Transactions on Aerospace and Electronic Systems (TAES), 2021 [Link] Top 10%

Ki-Bong Kang, Jae-Ho Choi, Byung-Lae Cho, Jung-Soo Lee, Kyung-Tae Kim*

Robust Cardiac Rate Estimation of an Individual

IEEE Sensors Journal (SensJ), 2021 [Link]

In-Oh Choi, Min Kim, Jae-Ho Choi, Jeong-Ki Park, Kyung-Tae Kim*

People Counting Using IR-UWB Radar Sensor in a Wide Area

IEEE Internet of Things Journal (IoTJ), 2021 [Link][Video] Top 5%

Jae-Ho Choi, Ji-Eun Kim, Kyung-Tae Kim*

Accurate People Counting Based on Radar: Deep Learning Approach

IEEE Radar Conference (RadarConf), 2020 [Link]

Jae-Ho Choi, Ji-Eun Kim, Nam-Hoon Jeong, Kyung-Tae Kim*, Seung-Hyun Jin

Robust Detection of Presence of Individuals in an Indoor Environment Using IR-UWB Radar

IEEE Access, 2020 [Link]

Ji-Eun Kim, Jae-Ho Choi, Kyung-Tae Kim*

Domestic Publications

레이더 신호 특화적 AI 및 파운데이션 모델로의 확장

한국전자파학회 동계종합학술대회, 2026

Jae-Ho Choi*

딥러닝 기반 교차 도메인 UAV 식별을 위한 레이더 마이크로 도플러 신호 증강 전략

한국전자파학회 동계종합학술대회, 2026

Ji-Hyuck Hong, Jae-Hyun Park, Ki-Bong Kang, Jae-Ho Choi*

Masked Autoencoder 기반 자율주행 mmWave 레이더 자기지도학습

한국전자파학회 동계종합학술대회, 2026

Eun-Chan Kim, Jeong-Wan Shin, Jae-Ho Choi*

mmWave 레이다 기반 향상된 3D 자세 추정을 위한 인코딩 기법 연구

한국전자파학회 하계종합학술대회, 2025

Jae-Hyeon Kim, Jae-Ho Choi*

Video Radar 융합 기반 비접촉식 호흡 추정 기법 연구

한국전자파학회 동계종합학술대회, 2023

Jae-Ho Choi, Sung-Ryeol Park, Ki-Bong Kang, Kyung-Tae Kim*

Principal Component Analysis-Based Dense Target Discrimination Method for Satellite Synthetic Aperture Radar Images

Journal of Korean Institute of Electromagnetic Engineering and Science, 2022

Nam-Hoon Jeong, Jae-Ho Choi, Geon Lee, Ji-Hoon Park, Kyung-Tae Kim*

복잡한 실내 환경에서 FMCW 레이다를 이용한 사람 탐지 성능 향상에 대한 연구

한국전자파학회 하계종합학술대회, 2021

Jeong-Ki Park, Min Kim, Ki-Bong Kang, Jae-Ho Choi, Jae-Hyun Park, Han-Young Choi, Kyung-Tae Kim*

IR-UWB 레이다 Coherent Integration을 통한 탐지성능 향상 기법

한국전자파학회 하계종합학술대회, 2021

Han-Young Choi, Ki-Bong Kang, Jeong-Ki Park, Jae-Ho Choi, Kyung-Tae Kim*

Deep Learning을 활용한 실내 밀집 환경에서의 레이다 기반 밀도 추정 연구

한국전자파학회 하계종합학술대회, 2021

Jae-Ho Choi, Min Kim, Ki-Bong Kang, Jeong-Ki Park, Jae-Hyun Park, Kyung-Tae Kim*

퍼지 이론을 적용한 SAR 영상의 자동변화탐지 성능향상에 관한 연구

한국전자파학회 하계종합학술대회, 2021

Geon Lee, Myung-Jun Lee, Nam-Hoon Jeong, Jae-Ho Choi, Kyung-Tae Kim*

A Study on the Performance of SAR Change Detection Depending on Co-Registration Condition

Journal of Korean Institute of Electromagnetic Engineering and Science, 2021

Myung-Jun Lee, Nam-Hoon Jeong, Jae-Ho Choi, Geon Lee, Bo-Hyun Ryu, Kyung-Tae Kim*

A Study on the Acceleration of a Speckle Reduction Algorithm using GPUs

Journal of Korean Institute of Electromagnetic Engineering and Science, 2021

Geon Lee, Myung-Jun Lee, Nam-Hoon Jeong, Jae-Ho Choi, Kyung-Tae Kim*

SAR 영상 스페클 제거를 위한 Non-local mean 필터의 고속화에 관한 연구

한국전자파학회 동계종합학술대회, 2021

Geon Lee, Myung-Jun Lee, Nam-Hoon Jeong, Jae-Ho Choi, Kyung-Tae Kim*

Deep Learning 을 활용한 IR UWB 레이다 기반 인원 계수 시스템

한국전자파학회 추계종합학술대회, 2020

Jae-Ho Choi, Ji-Eun Kim, Kyung-Tae Kim*

다중시기 위성 SAR 시뮬레이션을 이용한 변화탐지 기법별 성능 분석

한국전자파학회 하계종합학술대회, 2020

Myung-Jun Lee, Nam-Hoon Jeong, Jae-Ho Choi, Geon Lee, Kyung-Tae Kim*

클러터 변화에 강인한 레이다 기반 인원 계수 추정 시스템 설계

한국전자파학회 하계종합학술대회, 2020

Jae-Ho Choi, Ji-Eun Kim, Kyung-Tae Kim*

A Study on RCS and Scattering Point Analysis Based on Measured Data for Maritime Ship

Journal of the Korea Institute of Military Science and Technology, 2020

Hoi-In Jung, Sang-Hong Park, Jae-Ho Choi, Kyung-Tae Kim*

Beam Scheduling for Shipborne Multi-Function Radar Based on Job Shop Scheduling Theory

Journal of Korean Institute of Electromagnetic Engineering and Science, 2019

Nam-Hoon Jeong, Seung-Hyeon Jin, Jae-Ho Choi, Cheol-Ho Kim, Kyung-Tae Kim*

Non-Contact Vital Sign Detection of Two Humans at the Same Distance Using Efficient Signal Decomposition

Journal of Korean Institute of Electromagnetic Engineering and Science, 2019

In-Oh Choi, Min Kim, Jae-Ho Choi, Jeong-Ki Park, Kyung-Tae Kim*

Radar Beam Scheduling Using Pareto Optimal Point to Optimize Dual Cost Function

Journal of Korean Institute of Electromagnetic Engineering and Science, 2019

Seung-Hyeon Jin, Nam-Hoon Jeong, Jae-Ho Choi, Seong-Hyeon Lee, Cheol-Ho Kim, Kyung-Tae Kim*

Curvelet Transform을 이용한 레이다 수신 신호 내 효과적인 클러터 제거 기법

한국전자파학회 전파 및 무선통신 학술대회, 2019

Jae-Ho Choi, Myung-Jun Lee, Sang-Min Lee, Nam-Hoon Jeong, Seung-Hyun Jin, Hoi-In Jeong, Kyung-Tae Kim*

효율적인 신호 분해를 이용한 동일 거리에서 두 사람의 비접촉 활력징후 검출

한국전자파학회 하계종합학술대회, 2019

In-Oh Choi, Min Kim, Jae-Ho Choi, Jeong-Ki Park, Kyung-Tae Kim*

Analysis of Micro-Motion Characteristics Caused by Maneuvering a Small Unmanned Aerial Vehicle Acquired from X-Band Radar

The Journal of Korean Institute of Electromagnetic Engineering and Science, 2019

Ki-Bong Kang, In-Oh Choi, Jae-Ho Choi, Sun-Gu Sun, Jung-Soo Lee, Byung-Lae Cho, Sang-Hong Park, Kyung-Tae Kim*

Efficient Detection of Small Unmanned Aerial Vehicles in Cluttered Environment

Journal of Korean Institute of Electromagnetic Engineering and Science, 2019

Jae-Ho Choi, Ki-Bong Kang, Sun-Gu Sun, Jung-Soo Lee, Byung-Lae Cho, Kyung-Tae Kim*

Learning-Based People Counting System Using an IR-UWB Radar Sensor

Journal of Korean Institute of Electromagnetic Engineering and Science, 2019

Jae-Ho Choi, Ji-Eun Kim, Kyung-Tae Kim*

UWB 레이다를 이용한 실시간 호흡 및 심박 측정

한국전자파학회 동계종합학술대회, 2019

In-Oh Choi, Min Kim, Jae-Ho Choi, Kyung-Tae Kim*