Min-Kook Choi

According to our database, Min-Kook Choi authored at least 35 papers between 2011 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Visual modalities-based multimodal fusion for surgical phase recognition.

Bogyu Park, Hyeon-Gyu Chi, Bokyung Park, Jiwon Lee, Hye Su Jin, Sunghyun Park, Woo Jin Hyung, Min-Kook Choi

Comput. Biol. Medicine, November, 2023

Amplifying action-context greater: image segmentation-guided intraoperative active bleeding detection.

SeulGi Hong, Seungbum Hong, Junyoung Jang, Keunyoung Kim, Woo Jin Hyung, Min-Kook Choi

Comput. methods Biomech. Biomed. Eng. Imaging Vis., July, 2023

PEg TRAnsfer Workflow recognition challenge report: Do multimodal data improve recognition?

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

Comput. Methods Programs Biomed., June, 2023

Rethinking Soft Label in Label Distribution Learning Perspective.

Seungbum Hong, Jihun Yoon, Bogyu Park, Min-Kook Choi

CoRR, 2023

Exploring Video Frame Redundancies for Efficient Data Sampling and Annotation in Instance Segmentation.

Jihun Yoon, Min-Kook Choi

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

PEg TRAnsfer Workflow recognition challenge report: Does multi-modal data improve recognition?

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

CoRR, 2022

Self-Supervised Knowledge Transfer via Loosely Supervised Auxiliary Tasks.

Seungbum Hong, Jihun Yoon, Min-Kook Choi, Junmo Kim

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Surgical Scene Segmentation Using Semantic Image Synthesis with a Virtual Surgery Environment.

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

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Visual Modalities Based Multimodal Fusion for Surgical Phase Recognition.

Bogyu Park, Hyeon-Gyu Chi, Bokyung Park, Jiwon Lee, Sunghyun Park, Woo Jin Hyung, Min-Kook Choi

Proceedings of the Multiscale Multimodal Medical Imaging - Third International Workshop, 2022

2021

Rethinking Generalization Performance of Surgical Phase Recognition with Expert-Generated Annotations.

Seungbum Hong, Jiwon Lee, Bokyung Park, Ahmed A. Alwusaibie, Anwar H. Alfadhel, SungHyun Park, Woo Jin Hyung, Min-Kook Choi

CoRR, 2021

hSDB-instrument: Instrument Localization Database for Laparoscopic and Robotic Surgeries.

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

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Semi-Supervised Object Detection With Sparsely Annotated Dataset.

Jihun Yoon, Seungbum Hong, Min-Kook Choi

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Blockwise Temporal-Spatial Pathway Network.

SeulGi Hong, Min-Kook Choi

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

2020

Deep Active Learning with Augmentation-based Consistency Estimation.

SeulGi Hong, Heonjin Ha, Junmo Kim, Min-Kook Choi

CoRR, 2020

Semi-Supervised Object Detection with Sparsely Annotated Dataset.

Jihun Yoon, Seungbum Hong, Sanha Jeong, Min-Kook Choi

CoRR, 2020

Memory-Efficient Models for Scene Text Recognition via Neural Architecture Search.

SeulGi Hong, Donghyun Kim, Min-Kook Choi

Proceedings of the IEEE Winter Applications of Computer Vision Workshops, 2020

Semi-supervised Learning for Instrument Detection with a Class Imbalanced Dataset.

Jihun Yoon, Jiwon Lee, SungHyun Park, Woo Jin Hyung, Min-Kook Choi

Proceedings of the Interpretable and Annotation-Efficient Learning for Medical Image Computing, 2020

Development of Fast Refinement Detectors on AI Edge Platforms.

Min-Kook Choi, Heechul Jung

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

2019

Fast and Accurate Convolutional Object Detectors for Real-time Embedded Platforms.

Min-Kook Choi, Jaehyung Park, Heechul Jung, Jin-Hee Lee, Soo-Heang Eo

CoRR, 2019

DavinciGAN: Unpaired Surgical Instrument Translation for Data Augmentation.

Kyungmoon Lee, Min-Kook Choi, Heechul Jung

Proceedings of the International Conference on Medical Imaging with Deep Learning, 2019

2018

AggNet: Simple Aggregated Network for Real-Time Multiple Object Detection in Road Driving Scene.

Woong-Jae Won, Tae Hun Kim, Min-Kook Choi, Soon Kwon

Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

Framework for Evaluating Vision-based Autonomous Steering Control Model.

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

Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

Co-Occurrence Matrix Analysis-Based Semi-Supervised Training for Object Detection.

Min-Kook Choi, Jaehyeong Park, Jihun Jung, Heechul Jung, Jin-Hee Lee, Woong-Jae Won, Woo Young Jung, Jincheol Kim, Soon Kwon

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Driver's gaze zone estimation by transfer learning.

Iman Rahmansyah Tayibnapis, Min-Kook Choi, Soon Kwon

Proceedings of the IEEE International Conference on Consumer Electronics, 2018

End-to-end pedestrian collision warning system based on a convolutional neural network with semantic segmentation.

Heechul Jung, Min-Kook Choi, Soon Kwon, Woo Young Jung

Proceedings of the IEEE International Conference on Consumer Electronics, 2018

Simulation framework for improved UI/UX of AR-HUD display.

Min-Kook Choi, Jin-Hee Lee, Heechul Jung, Iman Rahmansyah Tayibnapis, Soon Kown

Proceedings of the IEEE International Conference on Consumer Electronics, 2018

2017

ResNet-Based Vehicle Classification and Localization in Traffic Surveillance Systems.

Heechul Jung, Min-Kook Choi, Jihun Jung, Jin-Hee Lee, Soon Kwon, Woo Young Jung

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

2016

A bag-of-regions representation for video classification.

Min-Kook Choi, Ziyu Wang, Hyun-Gyu Lee, Sang-Chul Lee

Multim. Tools Appl., 2016

Adaptive Bitrate Selection for Video Encoding with Reduced Block Artifacts.

Min-Kook Choi, Hyun-Gyu Lee, Minseok Song, Sang-Chul Lee

Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Weighted SVM with classification uncertainty for small training samples.

Min-Kook Choi, Hyun-Gyu Lee, Sang-Chul Lee

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

A Learning-based Approach to Image Demosaicking with Spatial Autocorrelation Analysis.

Min-Kook Choi, Chan Joo, Hyun-Gyu Lee, Sang-Chul Lee

Proceedings of the Color Imaging XXI: Displaying, 2016

2014

Event classification for vehicle navigation system by regional optical flow analysis.

Min-Kook Choi, Joonseok Park, Sang-Chul Lee

Mach. Vis. Appl., 2014

2013

Reducing redundancy in wireless capsule endoscopy videos.

Hyun-Gyu Lee, Min-Kook Choi, Byeong-Seok Shin, Sang-Chul Lee

Comput. Biol. Medicine, 2013

Grain-oriented segmentation of scanning electron microscope images.

Hyun-Gyu Lee, Min-Kook Choi, Sang-Chul Lee

Proceedings of the IEEE International Conference on Image Processing, 2013

2011

Motion analysis for duplicate frame removal in wireless capsule endoscope.

Hyun-Gyu Lee, Min-Kook Choi, Sang-Chul Lee

Proceedings of the Medical Imaging 2011: Image Processing, 2011