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Jae-Yeal Nam
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2020 – today
- 2022
- [j20]Sangwon Kim
, Jae-Yeal Nam, ByoungChul Ko
Facial Expression Recognition Based on Squeeze Vision Transformer. Sensors 22(10): 3729 (2022) - [c20]Sangwon Kim, Jae-Yeal Nam, ByoungChul Ko:
ViT-NeT: Interpretable Vision Transformers with Neural Tree Decoder. ICML 2022: 11162-11172 - 2021
- [j19]Sangwon Kim
Model Simplification of Deep Random Forest for Real-Time Applications of Various Sensor Data. Sensors 21(9): 3004 (2021) - 2020
- [j18]Mira Jeong, Jae-Yeal Nam, ByoungChul Ko
Lightweight Multilayer Random Forests for Monitoring Driver Emotional Status. IEEE Access 8: 60344-60354 (2020) - [j17]Mira Jeong, Minji Park, Jae-Yeal Nam, ByoungChul Ko
Light-Weight Student LSTM for Real-Time Wildfire Smoke Detection. Sensors 20(19): 5508 (2020) - [c19]Jimi Lee, Jae-Yeal Nam, ByoungChul Ko:
Multiple pedestrian tracking using Siamese random forests and shallow Convolutional Neural Networks. Autonomous Vehicles and Machines 2020: 1-5
2010 – 2019
- 2019
- [j16]DuYeong Heo, Jae-Yeal Nam, ByoungChul Ko
Estimation of Pedestrian Pose Orientation Using Soft Target Training Based on Teacher-Student Framework. Sensors 19(5): 1147 (2019) - [j15]Sangwon Kim
Fast Depth Estimation in a Single Image Using Lightweight Efficient Neural Network. Sensors 19(20): 4434 (2019) - 2018
- [j14]Sang Jun Kim, Jae-Yeal Nam, ByoungChul Ko
Online Tracker Optimization for Multi-Pedestrian Tracking Using a Moving Vehicle Camera. IEEE Access 6: 48675-48687 (2018) - [j13]Mira Jeong
Driver Facial Landmark Detection in Real Driving Situations. IEEE Trans. Circuits Syst. Video Technol. 28(10): 2753-2767 (2018) - [c18]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: 1-4 - 2017
- [j12]Mira Jeong
Early Detection of Sudden Pedestrian Crossing for Safe Driving During Summer Nights. IEEE Trans. Circuits Syst. Video Technol. 27(6): 1368-1380 (2017) - [j11]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): 69-81 (2017) - 2016
- [c17]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: 2198-2203 - [c16]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: 78-79 - 2015
- [j10]ByoungChul Ko
Classification of Potential Water Bodies Using Landsat 8 OLI and a Combination of Two Boosted Random Forest Classifiers. Sensors 15(6): 13763-13777 (2015) - [j9]ByoungChul Ko
View-independent object detection using shared local features. J. Vis. Lang. Comput. 28: 56-70 (2015) - [j8]ByoungChul Ko
Human action recognition in still images using action poselets and a two-layer classification model. J. Vis. Lang. Comput. 28: 163-175 (2015) - [c15]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: 437-445 - [c14]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: 41-46 - 2014
- [j7]ByoungChul Ko
Fast Human Detection for Intelligent Monitoring Using Surveillance Visible Sensors. Sensors 14(11): 21247-21257 (2014) - 2013
- [j6]ByoungChul Ko, JunOh Park, Jae-Yeal Nam:
Spatiotemporal bag-of-features for early wildfire smoke detection. Image Vis. Comput. 31(10): 786-795 (2013) - [c13]JunOh Park, ByoungChul Ko, Jae-Yeal Nam, Soo Yeong Kwak:
Wildfire smoke detection using spatiotemporal bag-of-features of smoke. WACV 2013: 200-205 - 2012
- [j5]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): 454-465 (2012) - [c12]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: 362-367 - 2011
- [j4]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): 1141-1151 (2011) - [j3]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): 1903-1912 (2011) - [c11]Joon Young Kwak, ByoungChul Ko, Jae-Yeal Nam:
Forest Smoke Detection Using CCD Camera and Spatial-temporal Variation of Smoke Visual Patterns. CGIV 2011: 141-144 - [c10]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: 156-159 - [c9]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: 648-652 - [c8]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: 78770H - [c7]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: 78770A - 2010
- [c6]Seong-Hoon Kim, Ji-Hyun Lee, ByoungChul Ko, Jae-Yeal Nam:
X-ray image classification using Random Forests with Local Binary Patterns. ICMLC 2010: 3190-3194 - [c5]SunJae Ham, ByoungChul Ko, Jae-Yeal Nam:
Fire-Flame Detection Based on Fuzzy Finite Automation. ICPR 2010: 3919-3922
2000 – 2009
- 2009
- [j2]ByoungChul Ko, MiSuk Seo, Jae-Yeal Nam:
Microscopic Cell Nuclei Segmentation Based on Adaptive Attention Window. J. Digit. Imaging 22(3): 259-274 (2009) - [c4]JeongHee Shim, KiHee Park, ByoungChul Ko, Jae-Yeal Nam:
X-Ray Image Classification and Retrieval Using Ensemble Combination of Visual Descriptors. PSIVT 2009: 738-747 - 2007
- [c3]ByoungChul Ko, MiSuk Seo, Jae-Yeal Nam:
Microscopic Image Segmentation for the Clinical Support System. CGIV 2007: 489-494 - 2006
- [c2]MiSuk Seo, ByoungChul Ko, Hong Chung, Jae-Yeal Nam:
ROI-Based Medical Image Retrieval Using Human-Perception and MPEG-7 Visual Descriptors. CIVR 2006: 231-240 - [c1]ByoungChul Ko, Jae-Yeal Nam:
Automatic Object-of-Interest segmentation from natural images. ICPR (4) 2006: 45-48 - 2000
- [j1]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): 934-942 (2000)
Coauthor Index
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