ByoungChul Ko

Orcid: 0000-0002-7284-0768

According to our database1, ByoungChul Ko authored at least 81 papers between 2000 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Rethinking Attention Mechanisms in Vision Transformers with Graph Structures.
Sensors, February, 2024

Segmentation-Guided Neural Radiance Fields for Foreground Object 3D Reconstruction.
Proceedings of the International Conference on Electronics, Information, and Communication, 2024

2023
STAR++: Rethinking spatio-temporal cross attention transformer for video action recognition.
Appl. Intell., December, 2023

High-Resolution Tactile-Sensation Diagnostic Imaging System for Thyroid Cancer.
Sensors, April, 2023

Semantic Scene Graph Generation Based on an Edge Dual Scene Graph and Message Passing Neural Network.
CoRR, 2023

SSL-MOT: self-supervised learning based multi-object tracking.
Appl. Intell., 2023

Facial Expression Recognition in the Wild Using Face Graph and Attention.
IEEE Access, 2023

STAR-Transformer: A Spatio-temporal Cross Attention Transformer for Human Action Recognition.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Cross-Modal Learning with 3D Deformable Attention for Action Recognition.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022
Facial Expression Recognition Based on Squeeze Vision Transformer.
Sensors, 2022

Lightweight Semantic-Guided Neural Networks Based on Single Head Attention for Action Recognition.
Sensors, 2022

Lightweight surrogate random forest support for model simplification and feature relevance.
Appl. Intell., 2022

ViT-NeT: Interpretable Vision Transformers with Neural Tree Decoder.
Proceedings of the International Conference on Machine Learning, 2022

2021
Model Simplification of Deep Random Forest for Real-Time Applications of Various Sensor Data.
Sensors, 2021

Graph Convolution Neural Network-Based Data Association for Online Multi-Object Tracking.
IEEE Access, 2021

Self-Supervised Keypoint Detection Based on Multi-Layer Random Forest Regressor.
IEEE Access, 2021

Image Registration Between Real Image and Virtual Image Based on Self-supervised Keypoint Learning.
Proceedings of the Pattern Recognition - 6th Asian Conference, 2021

2020
Two-Step Real-Time Night-Time Fire Detection in an Urban Environment Using Static ELASTIC-YOLOv3 and Temporal Fire-Tube.
Sensors, 2020

Energy Efficient Pupil Tracking Based on Rule Distillation of Cascade Regression Forest.
Sensors, 2020

Light-Weight Student LSTM for Real-Time Wildfire Smoke Detection.
Sensors, 2020

Online Multiple Object Tracking Using Rule Distillated Siamese Random Forest.
IEEE Access, 2020

Building Deep Random Ferns Without Backpropagation.
IEEE Access, 2020

Lightweight Multilayer Random Forests for Monitoring Driver Emotional Status.
IEEE Access, 2020

Two-Step Cascading Algorithm for Camera-based Night Fire Detection.
Proceedings of the Image Processing: Algorithms and Systems XVIII, 2020

Multiple pedestrian tracking using Siamese random forests and shallow Convolutional Neural Networks.
Proceedings of the Autonomous Vehicles and Machines 2020, 2020

2019
Fast Depth Estimation in a Single Image Using Lightweight Efficient Neural Network.
Sensors, 2019

Estimation of Pedestrian Pose Orientation Using Soft Target Training Based on Teacher-Student Framework.
Sensors, 2019

Fast Pedestrian Detection in Surveillance Video Based on Soft Target Training of Shallow Random Forest.
IEEE Access, 2019

Intelligent Driver Emotion Monitoring Based on Lightweight Multilayer Random Forests.
Proceedings of the 17th IEEE International Conference on Industrial Informatics, 2019

Deep Coupling of Random Ferns.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Depth-map estimation using combination of global deep network and local deep random forest.
Proceedings of the 3D Measurement and Data Processing 2019, 2019

2018
Driver Facial Landmark Detection in Real Driving Situations.
IEEE Trans. Circuits Syst. Video Technol., 2018

A Brief Review of Facial Emotion Recognition Based on Visual Information.
Sensors, 2018

Driver's Facial Expression Recognition in Real-Time for Safe Driving.
Sensors, 2018

Online Tracker Optimization for Multi-Pedestrian Tracking Using a Moving Vehicle Camera.
IEEE Access, 2018

Multiple pedestrian tracking in moving vehicle using online learning of random ferns and feature descriptor of pre-trained shallow Convolutional Neural Networks.
Proceedings of the Autonomous Vehicles and Machines 2018, Burlingame, CA, USA, January 28, 2018

Pedestrian Detection at Night Using Deep Neural Networks and Saliency Maps.
Proceedings of the Autonomous Vehicles and Machines 2018, Burlingame, CA, USA, January 28, 2018

2017
Pedestrian Tracking Using Online Boosted Random Ferns Learning in Far-Infrared Imagery for Safe Driving at Night.
IEEE Trans. Intell. Transp. Syst., 2017

Early Detection of Sudden Pedestrian Crossing for Safe Driving During Summer Nights.
IEEE Trans. Circuits Syst. Video Technol., 2017

2016
Online learning based multiple pedestrians tracking in thermal imagery for safe driving at night.
Proceedings of the 2016 IEEE Intelligent Vehicles Symposium, 2016

Facial landmark detection based on an ensemble of local weighted regressors during real driving situation.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Pedestrian's Intention Prediction Based on Fuzzy Finite Automata and Spatial-temporal Features.
Proceedings of the Video Surveillance and Transportation Imaging Applications 2016, 2016

2015
View-independent object detection using shared local features.
J. Vis. Lang. Comput., 2015

Human action recognition in still images using action poselets and a two-layer classification model.
J. Vis. Lang. Comput., 2015

Classification of Potential Water Bodies Using Landsat 8 OLI and a Combination of Two Boosted Random Forest Classifiers.
Sensors, 2015

Multi-person Tracking Based on Body Parts and Online Random Ferns Learning of Thermal Images.
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

Real-Time Speed-Limit Sign Detection and Recognition Using Spatial Pyramid Feature and Boosted Random Forest.
Proceedings of the Image Analysis and Recognition - 12th International Conference, 2015

2014
Fast Human Detection for Intelligent Monitoring Using Surveillance Visible Sensors.
Sensors, 2014

2013
Spatiotemporal bag-of-features for early wildfire smoke detection.
Image Vis. Comput., 2013

Wildfire smoke detection using spatiotemporal bag-of-features of smoke.
Proceedings of the 2013 IEEE Workshop on Applications of Computer Vision, 2013

2012
Automatic medical image annotation and keyword-based image retrieval using relevance feedback.
J. Digit. Imaging, 2012

Human Detection Using Wavelet-Based CS-LBP and a Cascade of Random Forests.
Proceedings of the 2012 IEEE International Conference on Multimedia and Expo, 2012

2011
Modeling and Formalization of Fuzzy Finite Automata for Detection of Irregular Fire Flames.
IEEE Trans. Circuits Syst. Video Technol., 2011

X-ray Image Classification Using Random Forests with Local Wavelet-Based CS-Local Binary Patterns.
J. Digit. Imaging, 2011

Vision based forest smoke detection using analyzing of temporal patterns of smoke and their probability models.
Proceedings of the Image Processing: Machine Vision Applications IV, 2011

A novel framework for white blood cell segmentation based on stepwise rules and morphological features.
Proceedings of the Image Processing: Machine Vision Applications IV, 2011

Current trend in natural disaster warning systems based on computer vision techniques.
Proceedings of the First Asian Conference on Pattern Recognition, 2011

Keyword Annotation of Medical Image with Random Forest Classifier and Confidence Assigning.
Proceedings of the Eighth International Conference on Computer Graphics, 2011

Forest Smoke Detection Using CCD Camera and Spatial-temporal Variation of Smoke Visual Patterns.
Proceedings of the Eighth International Conference on Computer Graphics, 2011

2010
Fire-Flame Detection Based on Fuzzy Finite Automation.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

X-ray image classification using Random Forests with Local Binary Patterns.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2010

2009
Microscopic Cell Nuclei Segmentation Based on Adaptive Attention Window.
J. Digit. Imaging, 2009

X-Ray Image Classification and Retrieval Using Ensemble Combination of Visual Descriptors.
Proceedings of the Advances in Image and Video Technology, Third Pacific Rim Symposium, 2009

2007
Salient human detection for robot vision.
Pattern Anal. Appl., 2007

Microscopic Image Segmentation for the Clinical Support System.
Proceedings of the 4th International Conference on Computer Graphics, 2007

2006
Automatic Object-of-Interest segmentation from natural images.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

ROI-Based Medical Image Retrieval Using Human-Perception and MPEG-7 Visual Descriptors.
Proceedings of the Image and Video Retrieval, 5th International Conference, 2006

2005
FRIP: a region-based image retrieval tool using automatic image segmentation and stepwise Boolean AND matching.
IEEE Trans. Multim., 2005

2004
Automatic Salient-Object Extraction Using the Contrast Map and Salient Points.
Proceedings of the Advances in Multimedia Information Processing - PCM 2004, 5th Pacific Rim Conference on Multimedia, Tokyo, Japan, November 30, 2004

SVM-based Salient Region(s) Extraction Method for Image Retrieval.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

2003
Extracting Salient Regions And Learning Importance Scores In Region-Based Image Retrieval.
Int. J. Pattern Recognit. Artif. Intell., 2003

Robust Face Detection and Tracking for Real-Life Applications.
Int. J. Pattern Recognit. Artif. Intell., 2003

2002
Query-by-Gesture: An Alternative Content-Based Image Retrieval Query Scheme.
J. Vis. Lang. Comput., 2002

Automatic text extraction in news images using morphology.
Proceedings of the Visual Communications and Image Processing 2002, 2002

Probabilistic Neural Networks Supporting Multi-Class Relevance Feedback in Region-Based Image Retrieval.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Integrated Region-Based Image Retrieval Using Region??s Spatial Relationships.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Multiple Regions and Their Spatial Relationship-Based Image Retrieval.
Proceedings of the Image and Video Retrieval, International Conference, 2002

2001
Region-based Image Retrieval Using Probabilistic Feature Relevance Learning.
Pattern Anal. Appl., 2001

A New Content-Based Image Retrieval System Using Hang Gesture And Relevange Feedback.
Proceedings of the 2001 IEEE International Conference on Multimedia and Expo, 2001

2000
Image Retrieval Using Flexible Image Subblocks.
Proceedings of the Applied Computing 2000, 2000

Region-Based Image Retrieval System Using Efficient Feature Description.
Proceedings of the 15th International Conference on Pattern Recognition, 2000


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