ByoungChul Ko

发表

Early fire detection algorithm based on irregular patterns of flames and hierarchical Bayesian Networks

ByoungChul Ko, Kwang-Ho Cheong, Jae-Yeal Nam, 2010 .

SVM-based salient region(s) extraction method for image retrieval

Hyeran Byun, ByoungChul Ko, Soo Yeong Kwak, 2004, Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004..

Keyword Annotation of Medical Image with Random Forest Classifier and Confidence Assigning

ByoungChul Ko, Jae-Yeal Nam, Ji-Hyeon Lee, 2011, 2011 Eighth International Conference Computer Graphics, Imaging and Visualization.

Recognizing pedestrian’s unsafe behaviors in far-infrared imagery at night

ByoungChul Ko, Jae-Yeal Nam, Eun-Ju Lee, 2016 .

Medical Image Retrieval based on Multi-class SVM and Correlated Categories Vector

ByoungChul Ko, Jae-Yeal Nam, Ki-Hee Park, 2009 .

Online learning based multiple pedestrians tracking in thermal imagery for safe driving at night

ByoungChul Ko, Jae-Yeal Nam, Joon Young Kwak, 2016, 2016 IEEE Intelligent Vehicles Symposium (IV).

Leukocyte Segmentation using Saliency Map and Stepwise Region-merging

ByoungChul Ko, Jae-Yeal Nam, Ja-Won Gim, 2010 .

Region-based image retrieval system using efficient feature description

Hyeran Byun, ByoungChul Ko, Hae-Sung Lee, 2000, Proceedings 15th International Conference on Pattern Recognition. ICPR-2000.

Image Based Human Action Recognition System to Support the Blind

ByoungChul Ko, Jae-Yeal Nam, MinCheol Hwang, 2015 .

Estimation of Pedestrian Pose Orientation Using Soft Target Training Based on Teacher–Student Framework

ByoungChul Ko, Jae Yeal Nam, DuYeong Heo, 2019, Sensors.

Human Detection Using Wavelet-Based CS-LBP and a Cascade of Random Forests

ByoungChul Ko, Jae-Yeal Nam, Deok-Yeon Kim, 2012, 2012 IEEE International Conference on Multimedia and Expo.

Human tracking in thermal images using adaptive particle filters with online random forest learning

ByoungChul Ko, Jae-Yeal Nam, Joon-Young Kwak, 2013 .

Fast Human Detection for Intelligent Monitoring Using Surveillance Visible Sensors

ByoungChul Ko, Jae-Yeal Nam, Mira Jeong, 2014, Sensors.

SVM-based salient region(s) extraction method for image retrieval

Hyeran Byun, ByoungChul Ko, Soo Yeong Kwak, 2004, ICPR 2004.

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

ByoungChul Ko, Jae-Yeal Nam, Hyeong Hun Kim, 2015, Sensors.

A novel framework for white blood cell segmentation based on stepwise rules and morphological features

ByoungChul Ko, Jae-Yeal Nam, Ji-Hyeon Lee, 2011, Electronic Imaging.

Salient Object Extraction from Video Sequences using Contrast Map and Motion Information

Hyeran Byun, Sooyeong Kwak, ByoungChul Ko, 2005 .

Automatic fire detection system using Bayesian Networks

ByoungChul Ko, Kwang-Ho Cheong, Jae-Yeal Nam, 2008 .

Medical Image Automatic Annotation Using Multi-class SVM and Annotation Code Array

ByoungChul Ko, Jae-Yeal Nam, Ki-Hee Park, 2009 .

Forest Smoke Detection Using CCD Camera and Spatial-temporal Variation of Smoke Visual Patterns

ByoungChul Ko, Jae-Yeal Nam, Joon Young Kwak, 2011, 2011 Eighth International Conference Computer Graphics, Imaging and Visualization.

Pedestrian intention prediction based on dynamic fuzzy automata for vehicle driving at nighttime

ByoungChul Ko, Jae-Yeal Nam, Joon-Young Kwak, 2017 .

Two-Step Cascading Algorithm for Camera-based Night Fire Detection

ByoungChul Ko, MinJi Park, Donghyun Son, 2020 .

View-independent object detection using shared local features

ByoungChul Ko, Jae-Yeal Nam, Ji-Hun Jung, 2015, J. Vis. Lang. Comput..

A new content-based image retrieval system using hand gesture and relevance feedback

Jing Peng, Hyeran Byun, ByoungChul Ko, 2001, IEEE International Conference on Multimedia and Expo, 2001. ICME 2001..

Image resizing using saliency strength map and seam carving for white blood cell analysis

ByoungChul Ko, SeongHoon Kim, JaeYeal Nam, 2010, Biomedical engineering online.

Salient human detection for robot vision

Hyeran Byun, ByoungChul Ko, Soo Yeong Kwak, 2007, Pattern Analysis and Applications.

ROI-Based Medical Image Retrieval Using Human-Perception and MPEG-7 Visual Descriptors

ByoungChul Ko, Jae-Yeal Nam, Hong Chung, 2006, CIVR.

Pedestrian’s Intention Prediction Based on Fuzzy Finite Automata and Spatial-temporal Features

ByoungChul Ko, Eun-Ju Lee, Joon-Young Kwak, 2016 .

X-Ray Image Classification and Retrieval Using Ensemble Combination of Visual Descriptors

ByoungChul Ko, Jae-Yeal Nam, JeongHee Shim, 2009, PSIVT.

Eye pupil detection system using an ensemble of regression forest and fast radial symmetry transform with a near infrared camera

ByoungChul Ko, Jae-Yeal Nam, Mira Jeong, 2017 .

X-ray image classification using Random Forests with Local Binary Patterns

Seong-Hoon Kim, ByoungChul Ko, Jae-Yeal Nam, 2010, 2010 International Conference on Machine Learning and Cybernetics.

Unsafe pose recognition using convolutional spatial pyramid and boosted random forests

ByoungChul Ko, Jae-Yeal Nam, Eun-Ju Lee, 2015 .

Pedestrian Tracking Using Online Boosted Random Ferns Learning in Far-Infrared Imagery for Safe Driving at Night

ByoungChul Ko, Jae-Yeal Nam, Joon Young Kwak, 2017, IEEE Transactions on Intelligent Transportation Systems.

Facial landmark detection based on an ensemble of local weighted regressors during real driving situation

ByoungChul Ko, Jae-Yeal Nam, Joon Young Kwak, 2016, 2016 23rd International Conference on Pattern Recognition (ICPR).

Automatic medical image annotation and keyword-based image retrieval using relevance feedback

ByoungChul Ko, Jae-Yeal Nam, Ji-Hyeon Lee, 2012, Journal of Digital Imaging.

Fire Surveillance System Using an Omni-directional Camera for Remote Monitoring

ByoungChul Ko, Jae-Yeal Nam, Hyun-Jae Hwang, 2008, 2008 IEEE 8th International Conference on Computer and Information Technology Workshops.

Fast Pedestrian Detection Using a Night Vision System for Safety Driving

ByoungChul Ko, Jae-Yeal Nam, Jung Eun Son, 2014, 2014 11th International Conference on Computer Graphics, Imaging and Visualization.

Region-based Image Retrieval Using Probabilistic Feature Relevance Learning

Jing Peng, Hyeran Byun, ByoungChul Ko, 2001, Pattern Analysis & Applications.

Automatic text extraction in news images using morphology

Hyeran Byun, ByoungChul Ko, InYoung Jang, 2002, IS&T/SPIE Electronic Imaging.

Automatic Object-of-Interest segmentation from natural images

ByoungChul Ko, Jae-Yeal Nam, 2006, 18th International Conference on Pattern Recognition (ICPR'06).

Detecting humans using luminance saliency in thermal images.

ByoungChul Ko, JaeYeal Nam, DeokYeon Kim, 2012, Optics letters.

Wildfire smoke detection using spatiotemporal bag-of-features of smoke

ByoungChul Ko, Jae-Yeal Nam, Soo Yeong Kwak, 2013, 2013 IEEE Workshop on Applications of Computer Vision (WACV).

Microscopic Cell Nuclei Segmentation Based on Adaptive Attention Window

ByoungChul Ko, Jae-Yeal Nam, MiSuk Seo, 2008, Journal of Digital Imaging.

Automatic Identification of the Lumen Border in Intravascular Ultrasound Images

ByoungChul Ko, Jae-Yeal Nam, Hee-Jun Park, 2012 .

Interpretation and Simplification of Deep Forest pdf

ByoungChul Ko, Mira Jeong, Sangwon Kim, 2020, ArXiv.

Driver’s Facial Expression Recognition in Real-Time for Safe Driving

ByoungChul Ko, Mira Jeong, ByoungChul Ko, 2018, Sensors.

Fire-Flame Detection Using Fuzzy Logic

ByoungChul Ko, Hyun-Jae Hwang, ByoungChul Ko, 2009 .

Integrated region-based image retrieval using region's spatial relationships

Hyeran Byun, ByoungChul Ko, 2002, Object recognition supported by user interaction for service robots.

Query-by-Gesture: An Alternative Content-Based Image Retrieval Query Scheme

Hyeran Byun, ByoungChul Ko, 2002, J. Vis. Lang. Comput..

Fire-Flame Detection using Fuzzy Finite Automata

ByoungChul Ko, SunJae Ham, 2010 .

Cell image classification based on ensemble features and random forest

ByoungChul Ko, Jae-Yeal Nam, Ja-Won Gim, 2011 .

Real time speed-limit sign recognition invariant to image scale

ByoungChul Ko, Jae-Yeal Nam, MinCheol Hwang, 2015 .

Medical Image Classification and Retrieval Using BoF Feature Histogram with Random Forest Classifier

ByoungChul Ko, Jae Yeal Nam, Jung Eun Son, 2013 .

Spatiotemporal bag-of-features for early wildfire smoke detection

ByoungChul Ko, Jae-Yeal Nam, JunOh Park, 2013, Image Vis. Comput..

Automatic Salient-Object Extraction Using the Contrast Map and Salient Points

Hyeran Byun, ByoungChul Ko, Soo Yeong Kwak, 2004, PCM.

Automatic Text Extraction from News Video using Morphology and Text Shape

Hyeran Byun, ByoungChul Ko, Kil-Cheon Kim, 2002 .

Probabilistic neural networks supporting multi-class relevance feedback in region-based image retrieval

ByoungChul Ko, Hyeran Byun, 2002, Object recognition supported by user interaction for service robots.

Multi-person Tracking Based on Body Parts and Online Random Ferns Learning of Thermal Images

ByoungChul Ko, Jae-Yeal Nam, Joon Young Kwak, 2015, 2015 IEEE Winter Conference on Applications of Computer Vision.

Pedestrian Detection at Night Using Deep Neural Networks and Saliency Maps

ByoungChul Ko, Eun-Ju Lee, Duyoung Heo, 2017 .

Multiple pedestrian tracking using Siamese random forests and shallow Convolutional Neural Networks

ByoungChul Ko, Jae-Yeal Nam, Jimi Lee, 2020 .

Wildfire smoke detection using temporospatial features and random forest classifiers

ByoungChul Ko, Jae-Yeal Nam, Joon-Young Kwak, 2012 .

Survey of computer vision–based natural disaster warning systems

Sooyeong Kwak, ByoungChul Ko, ByoungChul Ko, 2012 .

View-invariant, partially occluded human detection in still images using part bases and random forest

ByoungChul Ko, Jae-Yeal Nam, Jung Eun Son, 2015 .

Automatic fire detection system using CCD camera and Bayesian network

ByoungChul Ko, Kwang-Ho Cheong, Jae-Yeal Nam, 2008, Electronic Imaging.

Speed-limit Sign Recognition Using Convolutional Neural Network Based on Random Forest

ByoungChul Ko, Jae-Yeal Nam, Eun-Ju Lee, 2015 .

Multiple pedestrian tracking in moving vehicle using online learning of random ferns and feature descriptor of pre-trained shallow Convolutional Neural Networks

ByoungChul Ko, Jae-Yeal Nam, SangJun Kim, 2018 .

Microscopic Image Segmentation for the Clinical Support System

ByoungChul Ko, Jae-Yeal Nam, MiSuk Seo, 2007, Computer Graphics, Imaging and Visualisation (CGIV 2007).

AAW-based Cell Image Segmentation Method

ByoungChul Ko, Jae-Yeal Nam, MiSuk Seo, 2007 .

Vision based forest smoke detection using analyzing of temporal patterns of smoke and their probability models

ByoungChul Ko, Jae-Yeal Nam, SunJae Ham, 2011, Electronic Imaging.

Segmentation Method of Overlapped nuclei in FISH Image

ByoungChul Ko, Jae-Yeal Nam, Mira Jeong, 2009 .

A Brief Review of Facial Emotion Recognition Based on Visual Information

ByoungChul Ko, ByoungChul Ko, 2018, Sensors.

Image retrieval using flexible image subblocks

Hyeran Byun, ByoungChul Ko, Hae-Sung Lee, 2000, SAC '00.

Early sinkhole detection using a drone-based thermal camera and image processing

Chunho Chang, ByoungChul Ko, Sang Young Shin, 2016 .

Current trend in natural disaster warning systems based on computer vision techniques

ByoungChul Ko, Jae-Yeal Nam, Joon Young Kwak, 2011, The First Asian Conference on Pattern Recognition.

X-ray Image Classification Using Random Forests with Local Wavelet-Based CS-Local Binary Patterns

Seong-Hoon Kim, ByoungChul Ko, Jae-Yeal Nam, 2011, Journal of Digital Imaging.

Real-Time Speed-Limit Sign Detection and Recognition Using Spatial Pyramid Feature and Boosted Random Forest

ByoungChul Ko, Jae-Yeal Nam, MinCheol Hwang, 2015, ICIAR.

Nonparametric membership functions and fuzzy logic for vision sensor-based flame detection

ByoungChul Ko, Jae-Yeal Nam, Hyun-Jae Hwang, 2010 .

Fire detection based on vision sensor and support vector machines

ByoungChul Ko, Kwang-Ho Cheong, Jae-Yeal Nam, 2009 .

Automatic cell segmentation and classification using morphological features and Bayesian networks

ByoungChul Ko, Jae-Yeal Nam, Mi-Ra Jung, 2008, Electronic Imaging.

Robust Face Detection and Tracking for Real-Life Applications

Hyeran Byun, ByoungChul Ko, 2003, Int. J. Pattern Recognit. Artif. Intell..

Fire-Flame Detection Based on Fuzzy Finite Automation

ByoungChul Ko, Jae-Yeal Nam, SunJae Ham, 2010, 2010 20th International Conference on Pattern Recognition.

Modeling and Formalization of Fuzzy Finite Automata for Detection of Irregular Fire Flames

ByoungChul Ko, Jae-Yeal Nam, SunJae Ham, 2011, IEEE Transactions on Circuits and Systems for Video Technology.

Multiple Regions and Their Spatial Relationship-Based Image Retrieval

Hyeran Byun, ByoungChul Ko, 2002, CIVR.

Human action recognition in still images using action poselets and a two-layer classification model

ByoungChul Ko, Jae-Yeal Nam, June Hyeok Hong, 2015, J. Vis. Lang. Comput..

FRIP: a region-based image retrieval tool using automatic image segmentation and stepwise Boolean AND matching

Hyeran Byun, ByoungChul Ko, H. Byun, 2005, IEEE Transactions on Multimedia.

Extracting Salient Regions And Learning Importance Scores In Region-Based Image Retrieval

Hyeran Byun, ByoungChul Ko, 2003, Int. J. Pattern Recognit. Artif. Intell..

FRIP System for Region-based Image Retrieval

Hyeran Byun, ByoungChul Ko, Hae-Sung Lee, 2001 .

Model Simplification of Deep Random Forest for Real-Time Applications of Various Sensor Data

ByoungChul Ko, Sangwon Kim, Jae-Yeal Nam, 2021, Sensors.

Fire detection and 3D surface reconstruction based on stereoscopic pictures and probabilistic fuzzy logic

ByoungChul Ko, Jae-Yeal Nam, Ji-Hun Jung, 2014 .

Predicting chlorophyll-a using Landsat 8 OLI sensor data and the non-linear RANSAC method – a case study of Nakdong River, South Korea

ByoungChul Ko, J. Nam, ByoungChul Ko, 2016 .

Flexible subblocks for visual information retrieval

Hyeran Byun, ByoungChul Ko, H. Byun, 2000 .

Object Tracking Using Particle Filters in Moving Camera

ByoungChul Ko, Jae-Yeal Nam, Joon-Young Kwak, 2012 .