Min-Kook Choi

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 37

Top Topics

Multimodal Fusion

Video Classification

Object Detectors

Supervised Training

Top Venues

Publications

Bogyu Park, Hyeon-Gyu Chi, Jihyun Lee, Bokyung Park, Jiwon Lee, Soyeon Shin, Woo Jin Hyung, Min-Kook Choi
Non-relevant segment recognition via hard example mining under sparsely distributed events. Comput. Biol. Medicine 180 (2024)
Bogyu Park, Hyeon-Gyu Chi, Bokyung Park, Jiwon Lee, Hye Su Jin, Sunghyun Park, Woo Jin Hyung, Min-Kook Choi
Visual modalities-based multimodal fusion for surgical phase recognition. Comput. Biol. Medicine 166 (2023)
Arnaud Huaulmé, Kanako Harada, Quang-Minh Nguyen, Bogyu Park, Seungbum Hong, Min-Kook Choi, Michael Peven, Yunshuang Li, Yonghao Long, Qi Dou, Satyadwyoom Kumar, Seenivasan Lalithkumar, Hongliang Ren, Hiroki Matsuzaki, Yuto Ishikawa, Yuriko Harai, Satoshi Kondo, Manoru Mitsuishi, Pierre Jannin
PEg TRAnsfer Workflow recognition challenge report: Do multimodal data improve recognition? Comput. Methods Programs Biomed. 236 (2023)
Jihun Yoon, Min-Kook Choi
Exploring Video Frame Redundancies for Efficient Data Sampling and Annotation in Instance Segmentation. CVPR Workshops (2023)
SeulGi Hong, Seungbum Hong, Junyoung Jang, Keunyoung Kim, Woo Jin Hyung, Min-Kook Choi
Amplifying action-context greater: image segmentation-guided intraoperative active bleeding detection. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 11 (4) (2023)
Seungbum Hong, Jihun Yoon, Bogyu Park, Min-Kook Choi
Rethinking Soft Label in Label Distribution Learning Perspective. CoRR (2023)
Arnaud Huaulmé, Kanako Harada, Quang-Minh Nguyen, Bogyu Park, Seungbum Hong, Min-Kook Choi, Michael Peven, Yunshuang Li, Yonghao Long, Qi Dou, Satyadwyoom Kumar, Seenivasan Lalithkumar, Hongliang Ren, Hiroki Matsuzaki, Yuto Ishikawa, Yuriko Harai, Satoshi Kondo, Mamoru Mitsuishi, Pierre Jannin
PEg TRAnsfer Workflow recognition challenge report: Does multi-modal data improve recognition? CoRR (2022)
Bogyu Park, Hyeon-Gyu Chi, Bokyung Park, Jiwon Lee, Sunghyun Park, Woo Jin Hyung, Min-Kook Choi
Visual Modalities Based Multimodal Fusion for Surgical Phase Recognition. MMMI@MICCAI (2022)
Jihun Yoon, SeulGi Hong, Seungbum Hong, Jiwon Lee, Soyeon Shin, Bokyung Park, Nakjun Sung, Hayeong Yu, Sungjae Kim, SungHyun Park, Woo Jin Hyung, Min-Kook Choi
Surgical Scene Segmentation Using Semantic Image Synthesis with a Virtual Surgery Environment. MICCAI (8) (2022)
SeulGi Hong, Min-Kook Choi
Blockwise Temporal-Spatial Pathway Network. CoRR (2022)
Seungbum Hong, Jihun Yoon, Min-Kook Choi, Junmo Kim
Self-Supervised Knowledge Transfer via Loosely Supervised Auxiliary Tasks. WACV (2022)
SeulGi Hong, Min-Kook Choi
Blockwise Temporal-Spatial Pathway Network. ICIP (2021)
Jihun Yoon, Seungbum Hong, Min-Kook Choi
Semi-Supervised Object Detection With Sparsely Annotated Dataset. ICIP (2021)
Jihun Yoon, Jiwon Lee, Sunghwan Heo, Hayeong Yu, Jayeon Lim, Chi Hyun Song, SeulGi Hong, Seungbum Hong, Bokyung Park, SungHyun Park, Woo Jin Hyung, Min-Kook Choi
hSDB-instrument: Instrument Localization Database for Laparoscopic and Robotic Surgeries. CoRR (2021)
Seungbum Hong, Jiwon Lee, Bokyung Park, Ahmed A. Alwusaibie, Anwar H. Alfadhel, SungHyun Park, Woo Jin Hyung, Min-Kook Choi
Rethinking Generalization Performance of Surgical Phase Recognition with Expert-Generated Annotations. CoRR (2021)
Jihun Yoon, Jiwon Lee, Sunghwan Heo, Hayeong Yu, Jayeon Lim, Chi Hyun Song, SeulGi Hong, Seungbum Hong, Bokyung Park, SungHyun Park, Woo Jin Hyung, Min-Kook Choi
hSDB-instrument: Instrument Localization Database for Laparoscopic and Robotic Surgeries. MICCAI (4) (2021)
Seungbum Hong, Jihun Yoon, Junmo Kim, Min-Kook Choi
Self-Supervised Knowledge Transfer via Loosely Supervised Auxiliary Tasks. CoRR (2021)
SeulGi Hong, Heonjin Ha, Junmo Kim, Min-Kook Choi
Deep Active Learning with Augmentation-based Consistency Estimation. CoRR (2020)
Jihun Yoon, Jiwon Lee, SungHyun Park, Woo Jin Hyung, Min-Kook Choi
Semi-supervised Learning for Instrument Detection with a Class Imbalanced Dataset. iMIMIC/MIL3ID/LABELS@MICCAI (2020)
Min-Kook Choi, Heechul Jung
Development of Fast Refinement Detectors on AI Edge Platforms. ICPR Workshops (4) (2020)
Jihun Yoon, Seungbum Hong, Sanha Jeong, Min-Kook Choi
Semi-Supervised Object Detection with Sparsely Annotated Dataset. CoRR (2020)
SeulGi Hong, Donghyun Kim, Min-Kook Choi
Memory-Efficient Models for Scene Text Recognition via Neural Architecture Search. WACV Workshops (2020)
Min-Kook Choi, Jaehyung Park, Heechul Jung, Jin-Hee Lee, Soo-Heang Eo
Fast and Accurate Convolutional Object Detectors for Real-time Embedded Platforms. CoRR (2019)
Kyungmoon Lee, Min-Kook Choi, Heechul Jung
DavinciGAN: Unpaired Surgical Instrument Translation for Data Augmentation. MIDL (2019)
Heechul Jung, Min-Kook Choi, Soon Kwon, Woo Young Jung
End-to-end pedestrian collision warning system based on a convolutional neural network with semantic segmentation. ICCE (2018)
Soon Kwon, Jaehyeong Park, Heechul Jung, Jihun Jung, Min-Kook Choi, Iman Rahmansyah Tayibnapis, Jin-Hee Lee, Woong-Jae Won, Sung-Hoon Youn, Kwang-Hoe Kim, Tae Hun Kim
Framework for Evaluating Vision-based Autonomous Steering Control Model. ITSC (2018)
Woong-Jae Won, Tae Hun Kim, Min-Kook Choi, Soon Kwon
AggNet: Simple Aggregated Network for Real-Time Multiple Object Detection in Road Driving Scene. ITSC (2018)
Min-Kook Choi, Jaehyeong Park, Jihun Jung, Heechul Jung, Jin-Hee Lee, Woong-Jae Won, Woo Young Jung, Jincheol Kim, Soon Kwon
Co-occurrence matrix analysis-based semi-supervised training for object detection. CoRR (2018)
Min-Kook Choi, Jaehyeong Park, Jihun Jung, Heechul Jung, Jin-Hee Lee, Woong-Jae Won, Woo Young Jung, Jincheol Kim, Soon Kwon
Co-Occurrence Matrix Analysis-Based Semi-Supervised Training for Object Detection. ICIP (2018)
Iman Rahmansyah Tayibnapis, Min-Kook Choi, Soon Kwon
Driver's gaze zone estimation by transfer learning. ICCE (2018)
Min-Kook Choi, Jin-Hee Lee, Heechul Jung, Iman Rahmansyah Tayibnapis, Soon Kown
Simulation framework for improved UI/UX of AR-HUD display. ICCE (2018)
Heechul Jung, Min-Kook Choi, Jihun Jung, Jin-Hee Lee, Soon Kwon, Woo Young Jung
ResNet-Based Vehicle Classification and Localization in Traffic Surveillance Systems. CVPR Workshops (2017)
Min-Kook Choi, Ziyu Wang, Hyun-Gyu Lee, Sang-Chul Lee
A bag-of-regions representation for video classification. Multim. Tools Appl. 75 (5) (2016)
Min-Kook Choi, Hyun-Gyu Lee, Sang-Chul Lee
Weighted SVM with classification uncertainty for small training samples. ICIP (2016)
Min-Kook Choi, Chan Joo, Hyun-Gyu Lee, Sang-Chul Lee
A Learning-based Approach to Image Demosaicking with Spatial Autocorrelation Analysis. Color Imaging: Displaying, Processing, Hardcopy, and Applications (2016)
Heechul Jung, Min-Kook Choi, Soon Kwon, Woo Young Jung
End-to-End Pedestrian Collision Warning System based on a Convolutional Neural Network with Semantic Segmentation. CoRR (2016)
Min-Kook Choi, Hyun-Gyu Lee, Minseok Song, Sang-Chul Lee
Adaptive Bitrate Selection for Video Encoding with Reduced Block Artifacts. ACM Multimedia (2016)
Min-Kook Choi, Joonseok Park, Sang-Chul Lee
Event classification for vehicle navigation system by regional optical flow analysis. Mach. Vis. Appl. 25 (3) (2014)
Hyun-Gyu Lee, Min-Kook Choi, Byeong-Seok Shin, Sang-Chul Lee
Reducing redundancy in wireless capsule endoscopy videos. Comput. Biol. Medicine 43 (6) (2013)
Hyun-Gyu Lee, Min-Kook Choi, Sang-Chul Lee
Grain-oriented segmentation of scanning electron microscope images. ICIP (2013)
Hyun-Gyu Lee, Min-Kook Choi, Sang-Chul Lee
Motion analysis for duplicate frame removal in wireless capsule endoscope. Medical Imaging: Image Processing (2011)