Soohyung Kim

发表

Multi-Task with Variational Autoencoder for Lung Cancer Prognosis on Clinical Data

Hyung-Jeong Yang, Gueesang Lee, Thanh-Hung Vo, 2020, SMA.

Multimodal 2 D and 3 D for Inthe-wild Facial Expression Recognition

Son Thai Ly, Hyung-Jeong Yang, Gueesang Lee, 2022 .

Multimodality Pain and related Behaviors Recognition based on Attention Learning

Hyung-Jeong Yang, Gueesang Lee, Soohyung Kim, 2020, 2020 15th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2020).

Extraction and Visualization of Anatomical Structures from Medical Volumetric Images

Soohyung Kim, Wanhyun Cho, Myungeun Lee, 2011 .

Intensity-Based Registration of Medical Images Using Penalized Maximum Likelihood

Soohyung Kim, Wanhyun Cho, Myungeun Lee, 2008, IEEE International Workshop on Semantic Computing and Systems.

Facial Emotion Recognition Using an Ensemble of Multi-Level Convolutional Neural Networks

Soo-Hyung Kim, In Seop Na, Hyung-Jeong Yang, 2019, Int. J. Pattern Recognit. Artif. Intell..

Salient object detection by combining multiple color clustering

Soo-Hyung Kim, Kang Han Oh, Young Chul Kim, 2015, IMCOM.

Image registration using geometric deformable model and penalized maximum likelihood

Soohyung Kim, Soonyoung Park, Wanhyun Cho, 2008 .

Title Extraction from Book Cover Images Using Histogram of Oriented Gradients and Color Information

In Seop Na, Yen Do, Soo-Hyung Kim, 2012 .

Computer-aided detection of early interstitial lung diseases using low-dose CT images

Bin Zheng, Dror Lederman, Joseph K Leader, 2011, Physics in medicine and biology.

Separation of left and right lungs using 3D information of sequential CT images and a guided dynamic programming algorithm

B. Zheng, J. Leader, Gueesang Lee, 2012 .

Lung Tumor Segmentation by Fusing 2D and 3D Models

Hyung-Jeong Yang, Gueesang Lee, Soohyung Kim, 2020 .

An Efficient and Accurate Text Localization Algorithm in Compressed Mobile Phone Image Domain

John C. Kelly, Soo-Hyung Kim, Jung Hee Kim, 2010, IPCV.

Color Clustering Text Extraction Algorithm for Mobile Phone Images

John C. Kelly, Soo-Hyung Kim, Jung Hee Kim, 2010, IPCV.

Segmentation of Medical Image Using a Statistical Technique and Its 3D Visualization

Soon-Young Park, Soo-Hyung Kim, Myung-Eun Lee, 2007, 2007 International Symposium on Information Technology Convergence (ISITC 2007).

Multi-Level Seg-Unet Model with Global and Patch-Based X-ray Images for Knee Bone Tumor Detection

Hyung-Jeong Yang, Soohyung Kim, Nhu-Tai Do, 2021, Diagnostics.

Lane detection and tracking in PCR gel electrophoresis images

Soo-Hyung Kim, In Seop Na, Tae Ho Han, 2012 .

Automatically improving image quality using tensor voting

Soo-Hyung Kim, Gueesang Lee, Toan Nguyen Dinh, 2011, Neural Computing and Applications.

Automatic Image Restoration Based on Tensor Voting

Soo-Hyung Kim, Jonghyun Park, Gueesang Lee, 2009, ICONIP.

A novel 2D and 3D multimodal approach for in-the-wild facial expression recognition

Gueesang Lee, Hyung-Jeong Yang, Son Thai Ly, 2019, Image Vis. Comput..

Extraction of salient objects based on image clustering and saliency

Hyung Jeong Yang, Soo-Hyung Kim, Gueesang Lee, 2015, Pattern Analysis and Applications.

Improved Lexicon-driven based Chord Symbol Recognition in Musical Images

Soo-Hyung Kim, Hyung-Jeong Yang, Luu Ngoc Do, 2016 .

Multiple Inputs Deep Neural Networks for Bone Age Estimation Using Whole-Body Bone Scintigraphy

Hyung-Jeong Yang, J. Min, Sae-Ryung Kang, 2020 .

Hybrid page segmentation using multilevel homogeneity structure

Soo-Hyung Kim, In Seop Na, Tuan Anh Tran, 2015, IMCOM.

Multimodal Approach of Speech Emotion Recognition Using Multi-Level Multi-Head Fusion Attention-Based Recurrent Neural Network

Hyung-Jeong Yang, Soo-Hyung Kim, Gueesang Lee, 2020, IEEE Access.

Automatic Extraction of Liver Region from Medical Images by Using an MFUnet

Hyung-Jeong Yang, Gueesang Lee, Soohyung Kim, 2020 .

Facial Expression Recognition Using a Temporal Ensemble of Multi-Level Convolutional Neural Networks

In Seop Na, Hyung-Jeong Yang, Soo-Hyung Kim, 2019, IEEE Transactions on Affective Computing.

Pyramid With Super Resolution for In-the-Wild Facial Expression Recognition

Hyung-Jeong Yang, Soo-Hyung Kim, Guee-Sang Lee, 2020, IEEE Access.

Word segmentation of printed text lines based on gap clustering and special symbol detection

Ching Y. Suen, Soo-Hyung Kim, Chang Bu Jeong, 2002, Object recognition supported by user interaction for service robots.

Enhancing U-Net with Spatial-Channel Attention Gate for Abnormal Tissue Segmentation in Medical Imaging

Hyung-Jeong Yang, Soo-Hyung Kim, Guee-Sang Lee, 2020, Applied Sciences.

Emotion Recognition with Incomplete Labels Using Modified Multi-task Learning Technique pdf

Hyung-Jeong Yang, Hoang Manh Hung, Soo-Hyung Kim, 2021, ArXiv.

Text Line Segmentation using AHTC and Watershed Algorithm for Handwritten Document Images

In Seop Na, Soo-Hyung Kim, In-Seop Na, 2014, International Journal of Contents.

Deep neural network-based fusion model for emotion recognition using visual data

In Seop Na, Hyung-Jeong Yang, Soo-Hyung Kim, 2021, The Journal of Supercomputing.

A mixture model using Random Rotation Bounding Box to detect table region in document image

Hyung Jeong Yang, Gueesang Lee, Soo-Hyung Kim, 2016, J. Vis. Commun. Image Represent..

Multi-Task Learning for Small Brain Tumor Segmentation from MRI

Hyung-Jeong Yang, Soo-Hyung Kim, Guee-Sang Lee, 2020, Applied Sciences.

Skin Lesion Segmentation by U-Net with Adaptive Skip Connection and Structural Awareness

Hyung-Jeong Yang, Soo-Hyung Kim, Guee-Sang Lee, 2021, Applied Sciences.

A Real-time Multimodal Hand Gesture Recognition via 3D Convolutional Neural Network and Key Frame Extraction

Soo-Hyung Kim, Hyung-Jeong Yang, Guee-Sang Lee, 2018, ICML 2018.

Emotion Recognition With Sequential Multi-task Learning Technique

Hoang Manh Hung, Soo-Hyung Kim, Guee-Sang Lee, 2021, 2021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW).

Performance Comparison Between New Level Set Method and Previous Methods for Volume Images Segmentation

Soo-Hyung Kim, Wanhyun Cho, Myungeun Lee, 2011 .

A robust system for document layout analysis using multilevel homogeneity structure

Soo-Hyung Kim, Gueesang Lee, In Seop Na, 2017, Expert Syst. Appl..

Detection of multiple salient objects through the integration of estimated foreground clues

Soo-Hyung Kim, Kanghan Oh, Myungeun Lee, 2016, Image Vis. Comput..

Efficient Text Extraction Algorithm Using Color Clustering for Language Translation in Mobile Phone

John C. Kelly, Sun Yi, Jung Hee Kim, 2012 .

Text Locating from Natural Scene Images Using Image Intensitie

Sang-Cheol Park, Ji Soo Kim, Soo-Hyung Kim, 2005, ICDAR.

Text Image Spotting Using Local Crowdedness and Hausdorff Distance

Soo-Hyung Kim, Gueesang Lee, Deokjai Choi, 2006, ICADL.

Extraction of salient objects based on image clustering and saliency

In Seop Na, Ha A. Le, Hyung-Jeong Yang, 2015, Pattern Analysis and Applications.

Context-Aware Emotion Recognition in the Wild Using Spatio-Temporal and Temporal-Pyramid Models

Hyung-Jeong Yang, Soo-Hyung Kim, Guee-Sang Lee, 2021, Sensors.

Survival time prediction by integrating cox proportional hazards network and distribution function network

Soo-Hyung Kim, Guee-Sang Lee, Eu-Tteum Baek, 2021, BMC Bioinform..

Image retrieval using wavelet transform and shape decomposition

Jin Hyung Kim, Soo-Hyung Kim, In Seop Na, 2013, ICUIMC '13.

Multiple human tracking in drone image

In Seop Na, J. Choi, Hyung-Jeong Yang, 2019, Multimedia tools and applications.

Context-Aware Emotion Recognition Based on Visual Relationship Detection

Hyung-Jeong Yang, Soo-Hyung Kim, Guee-Sang Lee, 2021, IEEE Access.

Segmentation of medical images using a geometric deformable model and its visualization

Wanhyun Cho, Soonyoung Park, Myungeun Lee, 2008, Canadian Journal of Electrical and Computer Engineering.

D2C-Based Hybrid Network for Predicting Group Cohesion Scores

Hyung-Jeong Yang, Soo-Hyung Kim, Guee-Sang Lee, 2021, IEEE Access.

Table Detection from Document Image using Vertical Arrangement of Text Blocks

In Seop Na, Tuan Anh Tran, Aran Oh, 2015 .

Music symbol recognition by a LAG-based combination model

In Seop Na, Soohyung Kim, 2017, Multimedia tools and applications.

Staff Line Removal Using Line Adjacency Graph and Staff Line Skeleton for Camera-Based Printed Music Scores

Soo-Hyung Kim, In Seop Na, Hoang-Nam Bui, 2014, 2014 22nd International Conference on Pattern Recognition.

Boosted Stable Path for Staff-Line Detection Using Order Statistic Downscaling and Coarse-to-Fine Technique

Soo-Hyung Kim, Gueesang Lee, In Seop Na, 2014, 2014 22nd International Conference on Pattern Recognition.

Real-Time Hand Gesture Spotting and Recognition Using RGB-D Camera and 3D Convolutional Neural Network

Gueesang Lee, Hyung-Jeong Yang, Soo-Hyung Kim, 2020 .

Real-time face tracking with instability using a feature-based adaptive model

Soo-Hyung Kim, Hyung Jeong Yang, Guee-Sang Lee, 2015 .

Automatic Detection and Recognition of Shop Name in Outdoor Signboard Images

Soohyung Kim, Jonghyun Park, Gueesang Lee, 2008, 2008 IEEE International Symposium on Signal Processing and Information Technology.

Affective Expression Analysis in-the-wild using Multi-Task Temporal Statistical Deep Learning Model

Nhu-Tai Do, Soo-Hyung Kim, Tram-Tran Nguyen-Quynh, 2020, 2020 15th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2020).

EEG-Based Emotion Recognition by Convolutional Neural Network with Multi-Scale Kernels

Hyung-Jeong Yang, Soo-Hyung Kim, Guee-Sang Lee, 2021, Sensors.

Analysis and recognition of Asian scripts-the state of the art

Ching Y. Suen, Soo-Hyung Kim, Shunji Mori, 2003, Seventh International Conference on Document Analysis and Recognition, 2003. Proceedings..

Multi-Task Learning for Medical Image Inpainting Based on Organ Boundary Awareness

Hyung-Jeong Yang, Soo-Hyung Kim, Guee-Sang Lee, 2021, Applied Sciences.

Decision-Tree Algorithm for Recognition of Music Score Images Obtained by Mobile Phone Camera

Soo-Hyung Kim, Guee-Sang Lee, Keon-Hee Park, 2008 .

Effects of Multiple Filters on Liver Tumor Segmentation From CT Images

Hyung-Jeong Yang, Gueesang Lee, Sae-Ryung Kang, 2021, Frontiers in Oncology.

Deep Learning-Based Inpainting for Chest X-ray Image

Hyung-Jeong Yang, Gueesang Lee, Soohyung Kim, 2020, SMA.

Self-Supervised Learning Based on Spatial Awareness for Medical Image Analysis

Hyung Jeong Yang, Guee Sang Lee, Xuan-Bac Nguyen, 2020, IEEE Access.

Artefact Detection and Segmentation Using Cascade R-CNN and U-Net

Hyung-Jeong Yang, Soo-Hyung Kim, Hoang Manh Hung, 2020, EndoCV@ISBI.

Automatic Segmentation of Product Bottle Label Based on GrabCut Algorithm

In Seop Na, Soo-Hyung Kim, Yan Juan Chen, 2014 .

Fast automatic saliency map driven geometric active contour model for color object segmentation

Gueesang Lee, Nguyen Tran Lan Anh, Soo-Hyung Kim, 2012, Proceedings of the 21st International Conference on Pattern Recognition (ICPR2012).

Bottle Label Segmentation Based on Multiple Gradient Information

In Seop Na, Sang-Cheol Park, Soo-Hyung Kim, 2011 .

Geometric Active Model for Lesion Segmentation on Breast Ultrasound Images

Soo-Hyung Kim, Myungeun Lee, Yanjuan Chen, 2011, 2011 IEEE 11th International Conference on Computer and Information Technology.

3D segmentation of medical volume image using hybrid level set method

Myungeun Lee, Wanhyun Cho, Soohyung Kim, 2011, Medical Imaging.

Segmentation of 3D object in volume dataset using active deformable model

Soo-Hyung Kim, Jonghyun Park, Gueesang Lee, 2010, 2010 IEEE International Conference on Image Processing.

Level-Set Segmentation of Brain Tumors Using a New Hybrid Speed Function

Jonghyun Park, Gueesang Lee, Soo-Hyung Kim, 2010, 2010 20th International Conference on Pattern Recognition.

Object segmentation based on adaptive contour initialization for level set method

Ha Le, Soo-Hyung Kim, In Seop Na, 2012, 2012 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT).

3D Skeletal Joints-Based Hand Gesture Spotting and Classification

Hyung-Jeong Yang, Soo-Hyung Kim, Guee-Sang Lee, 2021, Applied Sciences.

Robust Hand Shape Features for Dynamic Hand Gesture Recognition Using Multi-Level Feature LSTM

Soo-Hyung Kim, Guee-Sang Lee, Hyung-Jeong Yang, 2020, Applied Sciences.

Gesture Recognition Based on 3D Human Pose Estimation and Body Part Segmentation for RGB Data Input

Soo-Hyung Kim, Guee-Sang Lee, Hyung-Jeong Yang, 2020, Applied Sciences.

A Generic Framework of Integrating Segmentation and Registration

Soo-Hyung Kim, Jonghyun Park, Gueesang Lee, 2009, 2009 Ninth IEEE International Conference on Bioinformatics and BioEngineering.

Binarization of degraded document images based on hierarchical deep supervised network

Hyung Jeong Yang, Soo-Hyung Kim, Gueesang Lee, 2018, Pattern Recognit..

Two-dimensional wavelet-packet-based feature selection method for image recognition

Soo-Hyung Kim, Gueesang Lee, Jangsun Baek, 2000, IS&T/SPIE Electronic Imaging.

Page segmentation using minimum homogeneity algorithm and adaptive mathematical morphology

In Seop Na, Soohyung Kim, T. A. Tran, 2016, International Journal on Document Analysis and Recognition (IJDAR).

Separation of Text and Non-text in Document Layout Analysis using a Recursive Filter

Soo-Hyung Kim, In Seop Na, Tuan Anh Tran, 2015, KSII Trans. Internet Inf. Syst..

Real-time virtual mouse system using RGB-D images and fingertip detection

Soo-Hyung Kim, Guee-Sang Lee, Dinh-Son Tran, 2020, Multimedia Tools and Applications.

Hand Segmentation and Fingertip Tracking from Depth Camera Images Using Deep Convolutional Neural Network and Multi-task SegNet pdf

Hai Duong Nguyen, Soo-Hyung Kim, Soohyung Kim, 2019, ArXiv.

Deep Interpretable Learning for a Rapid Response System

Hyung-Jeong Yang, Gueesang Lee, Thanh-Hung Vo, 2021 .

Survival Prediction of Lung Cancer Using Small-Size Clinical Data with a Multiple Task Variational Autoencoder

Hyung-Jeong Yang, Soo-Hyung Kim, Guee-Sang Lee, 2021, Electronics.

Ensemble Spatial and Temporal Vision Transformer for Action Units Detection

Soohyung Kim, V. Huynh, Vu Ngoc Tu, 2023, 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).

Image Colorization Using the Global Scene-Context Style and Pixel-Wise Semantic Segmentation

Soo-Hyung Kim, Nhu-Tai Do, Tram-Tran Nguyen-Quynh, 2020, IEEE Access.

Recovery of drawing order from multi-stroke English handwritten images based on graph models and ambiguous zone analysis

Soo-Hyung Kim, Gueesang Lee, Minh Dinh, 2016, Expert Syst. Appl..

An MRF model for binarization of music scores with complex background

Hyung Jeong Yang, Soo-Hyung Kim, Gueesang Lee, 2016, Pattern Recognit. Lett..

Tracking of Multiple Vehicles Using Occlusion Segmentation Based on Spatio-Temporal Association

In Seop Na, Hyung-Jeong Yang, Soo-Hyung Kim, 2011 .

Salient object detection using recursive regional feature clustering

Soohyung Kim, Yura Lee, Kanghan Oh, 2017, Inf. Sci..

Korean video dataset for emotion recognition in the wild

Hyung-Jeong Yang, Soo-Hyung Kim, Guee-Sang Lee, 2020, Multimedia Tools and Applications.

Moving Object Detection based on Clausius Entropy

Soo-Hyung Kim, Guee-Sang Lee, Wanhyun Cho, 2010, 2010 10th IEEE International Conference on Computer and Information Technology.

Continuous multibiometric authentication for online exam with machine learning

Soohyung Kim, Riseul Ryu, Soon-Jeong Yeom, 2020, ACIS.

Social Media based Real-time Event Detection by using Deep Learning Methods

Van Quan Nguyen, Hyung-Jeong Yang, Kyungbaek Kim, 2017 .

Text Image Spotting Using Local Crowdedness and Hausdorff Distance

Ji Soo Kim, Gueesang Lee, Deokjai Choi, 2006, International Conference on Asian Digital Libraries.

Recursive Coarse-to-Fine Localization for Fast Object Detection

Hyung Jeong Yang, Soo-Hyung Kim, In Seop Na, 2014 .

Stress Analysis with Dimensions of Valence and Arousal in the Wild

Hyung-Jeong Yang, Gueesang Lee, Soohyung Kim, 2021, Applied Sciences.

Improved Linear Dynamical System for Unsupervised Time Series Recognition

Soo-Hyung Kim, Hyung-Jeong Yang, Guee-Sang Lee, 2014 .

Esophagus Segmentation in CT Images via Spatial Attention Network and STAPLE Algorithm

Hyung-Jeong Yang, Soo-Hyung Kim, Guee-Sang Lee, 2021, Sensors.

Mulvernet: Nucleus Segmentation and Classification of Pathology Images Using the HoVer-Net and Multiple Filter Units

Soohyung Kim, Vianna Vo, 2023, Electronics.

Automatic Whole-body Bone Age Assessment Using Deep Hierarchical Features pdf

Soo-Hyung Kim, Hai Duong Nguyen, Soohyung Kim, 2019, ArXiv.

Emotion Recognition via Body Gesture: Deep Learning Model Coupled with Keyframe Selection

Soo-Hyung Kim, Hyung-Jeong Yang, Guee-Sang Lee, 2018, ICML 2018.

MLEU: Multi-Level Embedding U-Net for Fully Automatic Image Colorization

Soo-Hyung Kim, Nhu-Tai Do, Tram-Tran Nguyen-Quynh, 2020, ICMLSC.

Optical Font Recognition For Printed Korean Characters Using Serif Pattern of Strokes

Soo-Hyung Kim, Guee-Sang Lee, Gueesang Lee, 2002 .

Engagement Intensity Prediction withFacial Behavior Features

Soo-Hyung Kim, Gueesang Lee, Hyung-Jeong Yang, 2019, ICMI.