Jae-Yeal Nam

Publication Activity (10 Years)

Years Active: 2000-2022
Publications (10 Years): 15

Top Topics

Pedestrian Tracking

Convolutional Neural Networks

Top Venues

IEEE Trans. Circuits Syst. Video Technol.

J. Vis. Lang. Comput.

Autonomous Vehicles and Machines

Publications

Sangwon Kim, Jae-Yeal Nam, ByoungChul Ko
Facial Expression Recognition Based on Squeeze Vision Transformer. Sensors 22 (10) (2022)
Sangwon Kim, Jae-Yeal Nam, ByoungChul Ko
ViT-NeT: Interpretable Vision Transformers with Neural Tree Decoder. ICML (2022)
Sangwon Kim, ByoungChul Ko, Jae-Yeal Nam
Model Simplification of Deep Random Forest for Real-Time Applications of Various Sensor Data. Sensors 21 (9) (2021)
Mira Jeong, Jae-Yeal Nam, ByoungChul Ko
Lightweight Multilayer Random Forests for Monitoring Driver Emotional Status. IEEE Access 8 (2020)
Jimi Lee, Jae-Yeal Nam, ByoungChul Ko
Multiple pedestrian tracking using Siamese random forests and shallow Convolutional Neural Networks. Autonomous Vehicles and Machines (2020)
Mira Jeong, Minji Park, Jae-Yeal Nam, ByoungChul Ko
Light-Weight Student LSTM for Real-Time Wildfire Smoke Detection. Sensors 20 (19) (2020)
DuYeong Heo, Jae-Yeal Nam, ByoungChul Ko
Estimation of Pedestrian Pose Orientation Using Soft Target Training Based on Teacher-Student Framework. Sensors 19 (5) (2019)
Sangwon Kim, Jae-Yeal Nam, ByoungChul Ko
Fast Depth Estimation in a Single Image Using Lightweight Efficient Neural Network. Sensors 19 (20) (2019)
Sang Jun Kim, Jae-Yeal Nam, ByoungChul Ko
Multiple pedestrian tracking in moving vehicle using online learning of random ferns and feature descriptor of pre-trained shallow Convolutional Neural Networks. Autonomous Vehicles and Machines (2018)
Mira Jeong, ByoungChul Ko, Sooyeong Kwak, Jae-Yeal Nam
Driver Facial Landmark Detection in Real Driving Situations. IEEE Trans. Circuits Syst. Video Technol. 28 (10) (2018)
Sang Jun Kim, Jae-Yeal Nam, ByoungChul Ko
Online Tracker Optimization for Multi-Pedestrian Tracking Using a Moving Vehicle Camera. IEEE Access 6 (2018)
Joon Young Kwak, ByoungChul Ko, Jae-Yeal Nam
Pedestrian Tracking Using Online Boosted Random Ferns Learning in Far-Infrared Imagery for Safe Driving at Night. IEEE Trans. Intell. Transp. Syst. 18 (1) (2017)
Mira Jeong, ByoungChul Ko, Jae-Yeal Nam
Early Detection of Sudden Pedestrian Crossing for Safe Driving During Summer Nights. IEEE Trans. Circuits Syst. Video Technol. 27 (6) (2017)
ByoungChul Ko, Joon Young Kwak, Jae-Yeal Nam
Online learning based multiple pedestrians tracking in thermal imagery for safe driving at night. Intelligent Vehicles Symposium (2016)
Mira Jeong, Joon Young Kwak, ByoungChul Ko, Jae-Yeal Nam
Facial landmark detection based on an ensemble of local weighted regressors during real driving situation. ICPR (2016)
ByoungChul Ko, Hyeong Hun Kim, Jae-Yeal Nam
Classification of Potential Water Bodies Using Landsat 8 OLI and a Combination of Two Boosted Random Forest Classifiers. Sensors 15 (6) (2015)
JaWon Gim, MinCheol Hwang, ByoungChul Ko, Jae-Yeal Nam
Real-Time Speed-Limit Sign Detection and Recognition Using Spatial Pyramid Feature and Boosted Random Forest. ICIAR (2015)
ByoungChul Ko, Ji-Hun Jung, Jae-Yeal Nam
View-independent object detection using shared local features. J. Vis. Lang. Comput. 28 (2015)
Joon Young Kwak, ByoungChul Ko, Jae-Yeal Nam
Multi-person Tracking Based on Body Parts and Online Random Ferns Learning of Thermal Images. WACV (2015)
ByoungChul Ko, June Hyeok Hong, Jae-Yeal Nam
Human action recognition in still images using action poselets and a two-layer classification model. J. Vis. Lang. Comput. 28 (2015)
ByoungChul Ko, Mira Jeong, Jae-Yeal Nam
Fast Human Detection for Intelligent Monitoring Using Surveillance Visible Sensors. Sensors 14 (11) (2014)
JunOh Park, ByoungChul Ko, Jae-Yeal Nam, Soo Yeong Kwak
Wildfire smoke detection using spatiotemporal bag-of-features of smoke. WACV (2013)
ByoungChul Ko, JunOh Park, Jae-Yeal Nam
Spatiotemporal bag-of-features for early wildfire smoke detection. Image Vis. Comput. 31 (10) (2013)
Deok-Yeon Kim, Joon Young Kwak, ByoungChul Ko, Jae-Yeal Nam
Human Detection Using Wavelet-Based CS-LBP and a Cascade of Random Forests. ICME (2012)
ByoungChul Ko, Ji-Hyeon Lee, Jae-Yeal Nam
Automatic medical image annotation and keyword-based image retrieval using relevance feedback. J. Digit. Imaging 25 (4) (2012)
SunJae Ham, ByoungChul Ko, Jae-Yeal Nam
Vision based forest smoke detection using analyzing of temporal patterns of smoke and their probability models. Image Processing: Machine Vision Applications (2011)
JaWon Gim, JunOh Park, Ji-Hyeon Lee, ByoungChul Ko, Jae-Yeal Nam
A novel framework for white blood cell segmentation based on stepwise rules and morphological features. Image Processing: Machine Vision Applications (2011)
Joon Young Kwak, ByoungChul Ko, Jae-Yeal Nam
Forest Smoke Detection Using CCD Camera and Spatial-temporal Variation of Smoke Visual Patterns. CGIV (2011)
ByoungChul Ko, Joon Young Kwak, June Hyeok Hong, Jae-Yeal Nam
Current trend in natural disaster warning systems based on computer vision techniques. ACPR (2011)
ByoungChul Ko, SunJae Ham, Jae-Yeal Nam
Modeling and Formalization of Fuzzy Finite Automata for Detection of Irregular Fire Flames. IEEE Trans. Circuits Syst. Video Technol. 21 (12) (2011)
Ji-Hyeon Lee, Deok-Yeon Kim, ByoungChul Ko, Jae-Yeal Nam
Keyword Annotation of Medical Image with Random Forest Classifier and Confidence Assigning. CGIV (2011)
ByoungChul Ko, Seong-Hoon Kim, Jae-Yeal Nam
X-ray Image Classification Using Random Forests with Local Wavelet-Based CS-Local Binary Patterns. J. Digit. Imaging 24 (6) (2011)
Seong-Hoon Kim, Ji-Hyun Lee, ByoungChul Ko, Jae-Yeal Nam
X-ray image classification using Random Forests with Local Binary Patterns. ICMLC (2010)
SunJae Ham, ByoungChul Ko, Jae-Yeal Nam
Fire-Flame Detection Based on Fuzzy Finite Automation. ICPR (2010)
ByoungChul Ko, MiSuk Seo, Jae-Yeal Nam
Microscopic Cell Nuclei Segmentation Based on Adaptive Attention Window. J. Digit. Imaging 22 (3) (2009)
JeongHee Shim, KiHee Park, ByoungChul Ko, Jae-Yeal Nam
X-Ray Image Classification and Retrieval Using Ensemble Combination of Visual Descriptors. PSIVT (2009)
ByoungChul Ko, MiSuk Seo, Jae-Yeal Nam
Microscopic Image Segmentation for the Clinical Support System. CGIV (2007)
MiSuk Seo, ByoungChul Ko, Hong Chung, Jae-Yeal Nam
ROI-Based Medical Image Retrieval Using Human-Perception and MPEG-7 Visual Descriptors. CIVR (2006)
ByoungChul Ko, Jae-Yeal Nam
Automatic Object-of-Interest segmentation from natural images. ICPR (4) (2006)
Jae-Yeal Nam, Jae-Soo Seo, Jin-Suk Kwak, Myoung-Ho Lee, Yeong Ho Ha
New fast-search algorithm for block matching motion estimation using temporal and spatial correlation of motion vector. IEEE Trans. Consumer Electron. 46 (4) (2000)