Yong-Guk Kim

71 papers B 6C 11Misc 1Journal 22Unranked 31
YearRankTypeTitle / Venue / Authors
2026 J jnl
Instruction-Driven 3D Facial Expression Generation and Transition.
CoRR
Anh H. Vo, Tae-Seok Kim, Hulin Jin, Soo-Mi Choi, Yong-Guk Kim
2026 J jnl
Revisiting U-Net: a foundational backbone for modern generative AI.
Artif. Intell. Rev.
Marvin John Ignacio, Sangyun Shin, Hulin Jin, Seong Joon Yoo, Dongil Han, Yong-Guk Kim
2026 J jnl
Temporal diffuser: Timing scale-aware modulation for sign language production.
Eng. Appl. Artif. Intell.
Kim-Thuy Kha, Anh Hoang Vo, Van-Vang Le, Oh-Young Song, Yong-Guk Kim
2025 C conf
Autonomous Drone Navigation through Vertical Obstacles with Novel Reward Function and Temporal Shift Architecture.
CoDIT
Khuong G. T. Diep, Yong-Guk Kim
2025 J jnl
Building sustainable federated learning models in Fog-enabled UAV-as-a-Service for aerial image classification.
Sustain. Comput. Informatics Syst.
Imandi Raju, Arijit Roy, Yong-Guk Kim, Pavan Kumar B. N.
2025 J jnl
HSTforU: anomaly detection in aerial and ground-based videos with hierarchical spatio-temporal transformer for U-net.
Appl. Intell.
Viet-Tuan Le, Hulin Jin, Yong-Guk Kim
2025 J jnl
Instruction-Driven 3D Facial Expression Generation and Transition.
IEEE Trans. Multim.
Anh H. Vo, Tae-Seok Kim, Hulin Jin, Soo-Mi Choi, Yong-Guk Kim
2025 J jnl
Machine learning assisted prediction of the nitric oxide (NO) solubility in various deep eutectic solvents.
J. Ind. Inf. Integr.
Hulin Jin, Yong-Guk Kim, Zhiran Jin, Chunyang Fan
2024 J jnl
Joint Task Offloading Based on Distributed Deep Reinforcement Learning-Based Genetic Optimization Algorithm for Internet of Vehicles.
J. Grid Comput.
Hulin Jin, Yong-Guk Kim, Zhiran Jin, Chunyang Fan, Yonglong Xu
2024 J jnl
Meme Analysis Using LLM-Based Contextual Information and U-Net Encapsulated Transformer.
IEEE Access
Marvin John Ignacio, Thanh Tin Nguyen, Hulin Jin, Yong-Guk Kim
2024 J jnl
Object Detection and Classification Framework for Analysis of Video Data Acquired from Indian Roads.
Sensors
Aayushi Padia, Aryan T. N., Sharan Thummagunti, Vivaan Sharma, Manjunath K. Vanahalli, Prabhu B. M. Prasad, G. N. Girish, Yong-Guk Kim, Pavan Kumar B. N.
2024 J jnl
Reinforcement learning-based drone simulators: survey, practice, and challenge.
Artif. Intell. Rev.
Jun Hoong Chan, Kai Liu, Yu Chen, A. S. M. Sharifuzzaman Sagar, Yong-Guk Kim
2024 J jnl
UET4Rec: U-net encapsulated transformer for sequential recommender.
Expert Syst. Appl.
Jia Wang, Marvin John Ignacio, Seunghee Yu, Hulin Jin, Yong-Guk Kim
2024 J jnl
UI/UX for Generative AI: Taxonomy, Trend, and Challenge.
IEEE Access
Tae-Seok Kim, Marvin John Ignacio, Seunghee Yu, Hulin Jin, Yong-Guk Kim
2023 J jnl
Attention-based residual autoencoder for video anomaly detection.
Appl. Intell.
Viet-Tuan Le, Yong-Guk Kim
2023 J jnl
Coarse-to-fine fusion for language grounding in 3D navigation.
Knowl. Based Syst.
Thanh Tin Nguyen, Anh H. Vo, Soo-Mi Choi, Yong-Guk Kim
2023 J jnl
Integration of a Lightweight Customized 2D CNN Model to an Edge Computing System for Real-Time Multiple Gesture Recognition.
J. Grid Comput.
Hulin Jin, Zhiran Jin, Yong-Guk Kim, Chunyang Fan
2022 — conf
HCILab at Memotion 2.0 2022: Analysis of Sentiment, Emotion and Intensity of Emotion Classes from Meme Images using Single and Multi Modalities (short paper).
DE-FACTIFY@AAAI
Thanh Tin Nguyen, Nhat Truong Pham, Ngoc Duy Nguyen, Hai Nguyen, Long H. Nguyen, Yong-Guk Kim
2022 J jnl
Reflection symmetry detection of shapes based on shape signatures.
Pattern Recognit.
Thanh Phuong Nguyen, Hung Phuoc Truong, Thanh Tuan Nguyen, Yong-Guk Kim
2022 J jnl
Weighted statistical binary patterns for facial feature representation.
Appl. Intell.
Hung Phuoc Truong, Thanh Phuong Nguyen, Yong-Guk Kim
2020 J jnl
Android-GAN: Defending against android pattern attacks using multi-modal generative network as anomaly detector.
Expert Syst. Appl.
Sang-Yun Shin, Yong-Won Kang, Yong-Guk Kim
2020 J jnl
Deep Fusion for 3D Gaze Estimation From Natural Face Images Using Multi-Stream CNNs.
IEEE Access
Abid Ali, Yong-Guk Kim
2020 J jnl
Reward-driven U-Net training for obstacle avoidance drone.
Expert Syst. Appl.
Sang-Yun Shin, Yong-Won Kang, Yong-Guk Kim
2019 C conf
Automatic Drone Navigation in Realistic 3D Landscapes using Deep Reinforcement Learning.
CoDIT
Sang-Yun Shin, Yong-Won Kang, Yong-Guk Kim
2019 — conf
Evolution Algorithm and Online Learning for Racing Drone.
NeurIPS (Competition and Demos)
Sangyun Shin, Yongwon Kang, Yong-Guk Kim
2019 C conf
Hand Gesture-based Wearable Human-Drone Interface for Intuitive Movement Control.
ICCE
Sang-Yun Shin, Yong-Won Kang, Yong-Guk Kim
2019 — conf
NTIRE 2019 Image Dehazing Challenge Report.
CVPR Workshops
Codruta O. Ancuti, Cosmin Ancuti, Radu Timofte, Luc Van Gool, Lei Zhang, Ming-Hsuan Yang, Tiantong Guo, Xuelu Li, Venkateswararao Cherukuri, Vishal Monga, Hao Jiang, Siyuan Yang, Yan Liu, Xiaochao Qu, Pengfei Wan, Dongwon Park, Se Young Chun, Ming Hong, Jinying Huang, Yizi Chen, Shuxin Chen, Bomin Wang, Pablo Navarrete Michelini, Hanwen Liu, Dan Zhu, Jing Liu, Sanchayan Santra, Ranjan Mondal, Bhabatosh Chanda, Peter Morales, Tzofi Klinghoffer, Le Manh Quan, Yong-Guk Kim, Xiao Liang, Runde Li, Jinshan Pan, Jinhui Tang, Kuldeep Purohit, Maitreya Suin, A. N. Rajagopalan, Raimondo Schettini, Simone Bianco, Flavio Piccoli, Claudio Cusano, Luigi Celona, Sunhee Hwang, Yu Seung Ma, Hyeran Byun, Subrahmanyam Murala, Akshay Dudhane, Harshjeet Singh Aulakh, Tianxiang Zheng, Tao Zhang, Weining Qin, Runnan Zhou, Shanhu Wang, Jean-Philippe Tarel, Chuansheng Wang, Jiawei Wu
2018 — conf
Deep Manifold Embedding Active Shape Model for Pose Invarient Face Tracking.
BigComp
In-Ho Choi, Yong-Guk Kim
2018 B conf
Enhanced Line Local Binary Patterns (EL-LBP): An Efficient Image Representation for Face Recognition.
ACIVS
Hung Phuoc Truong, Yong-Guk Kim
2017 — conf
DeepForest: 3D Hand Pose Estimation Using Deep Network and Random Forest Regression.
AAAI Workshops
Le Manh Quan, Yong-Guk Kim
2017 — conf
Discrimination Between Genuine Versus Fake Emotion Using Long-Short Term Memory with Parametric Bias and Facial Landmarks.
ICCV Workshops
Yong-Guk Kim, Xuan-Phung Huynh
2016 — conf
Detection of Driver Drowsiness Using 3D Deep Neural Network and Semi-Supervised Gradient Boosting Machine.
ACCV Workshops (3)
Xuan-Phung Huynh, Sang-Min Park, Yong-Guk Kim
2016 — conf
Real-time categorization of driver's gaze zone using the deep learning techniques.
BigComp
In-Ho Choi, Sung Kyung Hong, Yong-Guk Kim
2015 C conf
Tracking a Human Fast and Reliably Against Occlusion and Human-Crossing.
PSIVT
Xuan-Phung Huynh, In-Ho Choi, Yong-Guk Kim
2014 — conf
Head pose and gaze direction tracking for detecting a drowsy driver.
BigComp
In-Ho Choi, Yong-Guk Kim
2010 J jnl
Recognition of Human Facial Expression in a Video Image using the Active Appearance Model.
J. Inf. Process. Syst.
Gyeong-Sic Jo, Yong-Guk Kim
2009 — conf
Robust Active Appearance Model Based Upon Multi-linear Analysis against Illumination Variation.
HCI (6)
Gyeong-Sic Jo, Hyeonjoon Moon, Yong-Guk Kim
2008 — conf
Optimization of Face Recognition Algorithms for Ubiquitous Computing Environment.
FGCN (2)
Kanghun Jeong, Dongil Han, Yong-Guk Kim, Hyeonjoon Moon
2007 — conf
3D Model Based Face Recognition by Face Representation Using PVM and Pose Approximation.
HCI (6)
Yang-Bok Lee, Taehwa Hong, Hyeonjoon Moon, Yong-Guk Kim
2007 — conf
Continuous Recognition of Human Facial Expressions Using Active Appearance Model.
HCI (6)
Kyoung-Sic Cho, Yong-Guk Kim
2007 — conf
Fast 3D Face Synthesis Using AAM.
ICIC (3)
Kyoung-Sic Cho, Yong-Guk Kim, Gil-Su Shin
2007 — conf
Human Interface for the Robot Control in Networked and Multi-sensored Environment.
HCI (6)
Hyun-Gu Lee, Yong-Guk Kim, Ho-Dong Lee, Joo-Hyung Kim, Gwi-Tae Park
2007 — conf
Tracking and Segmenting Diverse Objects Using Active Appearance Model.
ICIC (3)
Kyoung-Sic Cho, Soo-Mi Choi, Yong-Guk Kim
2007 — conf
Web Access Performance with Intelligent Mobile Agents for Real-Time Ubiquitous-Unified Web Information Services.
ICIC (1)
Yung Bok Kim, Yong-Guk Kim, Jae-Jo Lee
2006 — conf
A Stereovision Based Advanced Airbag System.
KES (1)
Seok-Joo Lee, Yong-Guk Kim, Min-Soo Jang, Hyun-Gu Lee, Gwi-Tae Park
2006 — conf
Face Representation Method Using Pixel-to-Vertex Map (PVM) for 3D Model Based Face Recognition.
ECCV Workshop on HCI
Taehwa Hong, Hagbae Kim, Hyeonjoon Moon, Yong-Guk Kim, Jong Weon Lee, Seungbin Moon
2006 — conf
Facial Expression Recognition Using Active Appearance Model.
ISNN (2)
Taehwa Hong, Yang-Bok Lee, Yong-Guk Kim, Hagbae Kim
2006 C conf
Head Detection and Tracking for the Car Occupant's Pose Recognition.
IEA/AIE
Jeong-Eom Lee, Yong-Guk Kim, Sang-Jun Kim, Min-Soo Jang, Seok-Joo Lee, Min Chul Park, Gwi-Tae Park
2006 Misc conf
Performance Comparison Between Backpropagation, Neuro-Fuzzy Network, and SVM.
CSR
Yong-Guk Kim, Min-Soo Jang, Kyoung-Sic Cho, Gwi-Tae Park
2006 C conf
Real-Time Expression Recognition System Using Active Appearance Model and EFM.
CIS
Kyoung-Sic Cho, Yong-Guk Kim, Yang-Bok Lee
2005 — conf
3-D Pose Tracking of the Car Occupant.
KES (3)
Sang-Jun Kim, Yong-Guk Kim, Jeong-Eom Lee, Min-Soo Jang, Seok-Joo Lee, Gwi-Tae Park
2005 — conf
A Feature Map Consisting of Orientation and Inter-ridge Spacing for Fingerprint Retrieval.
AVBPA
Sung-Oh Lee, Yong-Guk Kim, Gwi-Tae Park
2005 B conf
An Affective User Interface Based on Facial Expression Recognition and Eye-Gaze Tracking.
ACII
Soo-Mi Choi, Yong-Guk Kim
2005 B conf
Face and Facial Expression Recognition with an Embedded System for Human-Robot Interaction.
ACII
Yang-Bok Lee, Seungbin Moon, Yong-Guk Kim
2005 C conf
Head Detection of the Car Occupant Based on Contour Models and Support Vector Machines.
IEA/AIE
Yong-Guk Kim, Jeong-Eom Lee, Sang-Jun Kim, Soo-Mi Choi, Gwi-Tae Park
2005 B conf
Morphometry of the Hippocampus Based on a Deformable Model and Support Vector Machines.
AIME
Jeong-Sik Kim, Yong-Guk Kim, Soo-Mi Choi, Myoung-Hee Kim
2005 — conf
Shape Comparison of the Hippocampus Using a Multiresolution Representation and ICP Normalization.
KES (3)
Jeong-Sik Kim, Yong-Guk Kim, Soo-Mi Choi, Myoung-Hee Kim
2005 — conf
Similarity Estimation of 3D Shapes Using Modal Strain Energy.
KES (3)
Soo-Mi Choi, Yong-Guk Kim
2005 — conf
Vision Based Automatic Occupant Classification and Pose Recognition for Smart Airbag Deployment.
EUROCAST
Min-Soo Jang, Yong-Guk Kim, Sang-Jun Kim, Jeong-Eom Lee, Soek-Joo Lee, Gwi-Tae Park
2004 — conf
3-D Facial Expression Recognition-Synthesis on PDA Incorporating Emotional Timing.
PCM (2)
Doo-Soo Lee, Yang-Bok Lee, Soo-Mi Choi, Yong-Guk Kim, Moon-Hyun Kim
2004 — conf
3-D Shape Analysis of Anatomical Structures Based on an Interactive Multiresolution Approach.
PCM (1)
Soo-Mi Choi, Jeong-Sik Kim, Yong-Guk Kim, Joo-Young Park
2004 C conf
A Boundary Surface Based Ray Casting Using 6-Depth Buffers.
CIS
Ju-Whan Song, Ou-Bong Gwun, Seung-Wan Kim, Yong-Guk Kim
2004 B conf
A Fully Automatic System Recognizing Human Facial Expressions.
KES
Yong-Guk Kim, Sung-Oh Lee, Sang-Jun Kim, Gwi-Tae Park
2004 C conf
An Authentication Scheme Based Upon Face Recognition for the Mobile Environment.
CIS
Yong-Guk Kim, Taekyoung Kwon
2004 C conf
Brain Region Extraction and Direct Volume Rendering of MRI Head Data.
CIS
Yong-Guk Kim, Ou-Bong Gwun, Ju-Whan Song
2004 — conf
Deformable Templates for Recognizing the Shape of the Zebra Fish Egg Cell.
ICCSA (3)
Ho-Dong Lee, Min-Soo Jang, Seok-Joo Lee, Yong-Guk Kim, Byungkyu Kim, Gwi-Tae Park
2004 B conf
Learning and Soft Computing with Support Vector Machines (SVM) and RBF NNs Pose Classification of Car Occupant Using Stereovision and Support Vector Machines.
KES
Min-Soo Jang, Yong-Guk Kim, Hyun-Gu Lee, Byung-Joo Lee, Soek-Joo Lee, Gwi-Tae Park
2004 — conf
Non-photorealistic 3-D Facial Animation on the PDA Based on Facial Expression Recognition.
Smart Graphics
Soo-Mi Choi, Yong-Guk Kim, Don-Soo Lee, Sung-Oh Lee, Gwi-Tae Park
2004 — conf
Occupant Classification for Smart Airbag Using Stereovision and Support Vector Machines.
ISNN (1)
Hyun-Gu Lee, Yong-Guk Kim, Min-Soo Jang, Sang-Jun Kim, Soek-Joo Lee, Gwi-Tae Park
2004 C conf
Shape Recognition of the Embryo Cell Using Deformable Template for Micromanipulation.
IEA/AIE
Min-Soo Jang, Seok-Joo Lee, Ho-Dong Lee, Yong-Guk Kim, Byungkyu Kim, Gwi-Tae Park
2003 — conf
Facial Expression Recognition Based upon Gabor-Wavelets Based Enhanced Fisher Model.
ISCIS
Sung-Oh Lee, Yong-Guk Kim, Gwi-Tae Park