ByoungChul Ko - RankMe

84 papers A* 2A 5B 4C 3Misc 1Journal 44Unranked 25

Year	Rank	Type	Title / Venue / Authors
2024	—	`conf`	Active Contrastive Learning With Noisy Labels in Fine-Grained Classification. ICEIC Byeong-Il Kim, ByoungChul Ko
2024	J	`jnl`	Rethinking Attention Mechanisms in Vision Transformers with Graph Structures. Sensors Hyeongjin Kim, ByoungChul Ko
2024	—	`conf`	Segmentation-Guided Neural Radiance Fields for Foreground Object 3D Reconstruction. ICEIC Seon-Bin Kim, ByoungChul Ko
2023	A*	`conf`	Cross-Modal Learning with 3D Deformable Attention for Action Recognition. ICCV Sangwon Kim, Dasom Ahn, ByoungChul Ko
2023	J	`jnl`	Facial Expression Recognition in the Wild Using Face Graph and Attention. IEEE Access Hyeongjin Kim, Jong-Ha Lee, ByoungChul Ko
2023	J	`jnl`	High-Resolution Tactile-Sensation Diagnostic Imaging System for Thyroid Cancer. Sensors So-Hyun Cho, Su-Min Lee, Na-Young Lee, ByoungChul Ko, Hojeong Kim, Dae-Jin Jang, Jong-Ha Lee
2023	J	`jnl`	SSL-MOT: self-supervised learning based multi-object tracking. Appl. Intell. Sangwon Kim, Jimi Lee, ByoungChul Ko
2023	J	`jnl`	STAR++: Rethinking spatio-temporal cross attention transformer for video action recognition. Appl. Intell. Dasom Ahn, Sangwon Kim, ByoungChul Ko
2023	A	`conf`	STAR-Transformer: A Spatio-temporal Cross Attention Transformer for Human Action Recognition. WACV Dasom Ahn, Sangwon Kim, Hyunsu Hong, ByoungChul Ko
2023	J	`jnl`	Semantic Scene Graph Generation Based on an Edge Dual Scene Graph and Message Passing Neural Network. CoRR Hyeongjin Kim, Sangwon Kim, Jong Taek Lee, ByoungChul Ko
2022	J	`jnl`	Cross-Modal Learning with 3D Deformable Attention for Action Recognition. CoRR Sangwon Kim, Dasom Ahn, ByoungChul Ko
2022	J	`jnl`	Facial Expression Recognition Based on Squeeze Vision Transformer. Sensors Sangwon Kim, Jae-Yeal Nam, ByoungChul Ko
2022	J	`jnl`	Lightweight Semantic-Guided Neural Networks Based on Single Head Attention for Action Recognition. Sensors Seon-Bin Kim, Chanhyuk Jung, Byeong-Il Kim, ByoungChul Ko
2022	J	`jnl`	Lightweight surrogate random forest support for model simplification and feature relevance. Appl. Intell. Sangwon Kim, Mira Jeong, ByoungChul Ko
2022	J	`jnl`	STAR-Transformer: A Spatio-temporal Cross Attention Transformer for Human Action Recognition. CoRR Dasom Ahn, Sangwon Kim, Hyunsu Hong, 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`	Graph Convolution Neural Network-Based Data Association for Online Multi-Object Tracking. IEEE Access Jimi Lee, Mira Jeong, ByoungChul Ko
2021	—	`conf`	Image Registration Between Real Image and Virtual Image Based on Self-supervised Keypoint Learning. ACPR (2) Sangwon Kim, In-Su Jang, 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
2021	J	`jnl`	Self-Supervised Keypoint Detection Based on Multi-Layer Random Forest Regressor. IEEE Access Sangwon Kim, Mira Jeong, ByoungChul Ko
2020	J	`jnl`	Building Deep Random Ferns Without Backpropagation. IEEE Access Sangwon Kim, ByoungChul Ko
2020	J	`jnl`	Energy Efficient Pupil Tracking Based on Rule Distillation of Cascade Regression Forest. Sensors Sangwon Kim, Mira Jeong, ByoungChul Ko
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
2020	J	`jnl`	Online Multiple Object Tracking Using Rule Distillated Siamese Random Forest. IEEE Access Jimi Lee, Sangwon Kim, ByoungChul Ko
2020	—	`conf`	Two-Step Cascading Algorithm for Camera-based Night Fire Detection. Image Processing: Algorithms and Systems Minji Park, Donghyun Son, ByoungChul Ko
2020	J	`jnl`	Two-Step Real-Time Night-Time Fire Detection in an Urban Environment Using Static ELASTIC-YOLOv3 and Temporal Fire-Tube. Sensors Minji Park, ByoungChul Ko
2019	—	`conf`	Deep Coupling of Random Ferns. CVPR Workshops Sangwon Kim, Mira Jeong, Deokwoo Lee, ByoungChul Ko
2019	—	`conf`	Depth-map estimation using combination of global deep network and local deep random forest. 3DMPD Sang Jun Kim, Sangwon Kim, Deokwoo Lee, 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
2019	J	`jnl`	Fast Pedestrian Detection in Surveillance Video Based on Soft Target Training of Shallow Random Forest. IEEE Access Sang Jun Kim, Sooyeong Kwak, ByoungChul Ko
2019	C	`conf`	Intelligent Driver Emotion Monitoring Based on Lightweight Multilayer Random Forests. INDIN Mira Jeong, Minji Park, ByoungChul Ko
2018	J	`jnl`	A Brief Review of Facial Emotion Recognition Based on Visual Information. Sensors 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	J	`jnl`	Driver's Facial Expression Recognition in Real-Time for Safe Driving. Sensors Mira Jeong, ByoungChul Ko
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
2018	—	`conf`	Pedestrian Detection at Night Using Deep Neural Networks and Saliency Maps. Autonomous Vehicles and Machines Duyoung Heo, Eunju Lee, 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
2016	—	`conf`	Pedestrian's Intention Prediction Based on Fuzzy Finite Automata and Spatial-temporal Features. Video Surveillance and Transportation Imaging Applications Joon Young Kwak, Eun-Ju Lee, ByoungChul Ko, Mira Jeong
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
2007	J	`jnl`	Salient human detection for robot vision. Pattern Anal. Appl. Soo Yeong Kwak, ByoungChul Ko, Hyeran Byun
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
2005	J	`jnl`	FRIP: a region-based image retrieval tool using automatic image segmentation and stepwise Boolean AND matching. IEEE Trans. Multim. ByoungChul Ko, Hyeran Byun
2004	—	`conf`	Automatic Salient-Object Extraction Using the Contrast Map and Salient Points. PCM (2) Soo Yeong Kwak, ByoungChul Ko, Hyeran Byun
2004	—	`conf`	SVM-based Salient Region(s) Extraction Method for Image Retrieval. ICPR (2) ByoungChul Ko, Soo Yeong Kwak, Hyeran Byun
2003	J	`jnl`	Extracting Salient Regions And Learning Importance Scores In Region-Based Image Retrieval. Int. J. Pattern Recognit. Artif. Intell. ByoungChul Ko, Hyeran Byun
2003	J	`jnl`	Robust Face Detection and Tracking for Real-Life Applications. Int. J. Pattern Recognit. Artif. Intell. Hyeran Byun, ByoungChul Ko
2002	C	`conf`	Automatic text extraction in news images using morphology. VCIP Inyoung Jang, ByoungChul Ko, Hyeran Byun, Yeongwoo Choi
2002	—	`conf`	Integrated Region-Based Image Retrieval Using Region??s Spatial Relationships. ICPR (1) ByoungChul Ko, Hyeran Byun
2002	—	`conf`	Multiple Regions and Their Spatial Relationship-Based Image Retrieval. CIVR ByoungChul Ko, Hyeran Byun
2002	—	`conf`	Probabilistic Neural Networks Supporting Multi-Class Relevance Feedback in Region-Based Image Retrieval. ICPR (4) ByoungChul Ko, Hyeran Byun
2002	J	`jnl`	Query-by-Gesture: An Alternative Content-Based Image Retrieval Query Scheme. J. Vis. Lang. Comput. ByoungChul Ko, Hyeran Byun
2001	A	`conf`	A New Content-Based Image Retrieval System Using Hang Gesture And Relevange Feedback. ICME ByoungChul Ko, Jing Peng, Hyeran Byun
2001	J	`jnl`	Region-based Image Retrieval Using Probabilistic Feature Relevance Learning. Pattern Anal. Appl. ByoungChul Ko, Jing Peng, Hyeran Byun
2000	—	`conf`	Image Retrieval Using Flexible Image Subblocks. SAC (2) ByoungChul Ko, Hae-Sung Lee, Hyeran Byun
2000	B	`conf`	Region-Based Image Retrieval System Using Efficient Feature Description. ICPR ByoungChul Ko, Hae-Sung Lee, Hyeran Byun