Jae-Yeal Nam - RankMe

40 papers A* 1A 3B 3C 1Misc 1Journal 20Unranked 11

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