Sanghyun Seo

82 papers A 1C 1Misc 3Journal 68Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
A comprehensive approach for image quality assessment using quality-centric embedding and ranking networks.
Pattern Recognit.
Zeeshan Ali Haider, Sareer Ul Amin, Muhammad Fayaz, Khan Muhammad, Hyeonjoon Moon, Sanghyun Seo
2026 J jnl
BoXFire: Geometry-aware box-supervised fusion for accurate fire and smoke segmentation.
Adv. Eng. Informatics
Muhammad Ayaz, Sareer Ul Amin, Salman Khan, Yonghoon Jung, Wonseop Shin, Mi Young Lee, Sanghyun Seo
2026 J jnl
VideoTimeTravel: high-fidelity face re-aging diffusion models for production video.
Vis. Comput.
Bum-Soo Kim, Yunyoung Nam, Sanghyun Seo
2025 J jnl
An explainable digital twin framework for skin cancer analysis using early activation meta-learner.
Frontiers Comput. Sci.
Pradeepa Sampath, Gopika S., S. Vimal, YoonJe Kang, Sanghyun Seo
2025 J jnl
EXAONE 4.0: Unified Large Language Models Integrating Non-reasoning and Reasoning Modes.
CoRR
Kyunghoon Bae, Eunbi Choi, Kibong Choi, Stanley Jungkyu Choi, Yemuk Choi, Kyubeen Han, Seokhee Hong, Junwon Hwang, Taewan Hwang, Joonwon Jang, Hyojin Jeon, Kijeong Jeon, Gerrard Jeongwon Jo, Hyunjik Jo, Jiyeon Jung, Euisoon Kim, Hyosang Kim, Jihoon Kim, Joonkee Kim, Seonghwan Kim, Soyeon Kim, Sunkyoung Kim, Yireun Kim, Yongil Kim, Youchul Kim, Edward Hwayoung Lee, Gwangho Lee, Haeju Lee, Honglak Lee, Jinsik Lee, Kyungmin Lee, Sangha Park, Young Min Paik, Yongmin Park, Youngyong Park, Sanghyun Seo, Sihoon Yang, Heuiyeen Yeen, Sihyuk Yi, Hyeongu Yun
2025 J jnl
Enhancing pine wilt disease detection with synthetic data and external attention-based transformers.
Eng. Appl. Artif. Intell.
Sareer Ul Amin, Yonghoon Jung, Muhammad Fayaz, Bumsoo Kim, Sanghyun Seo
2025 — conf
FQ-Eval: Building Evaluation Dataset for User-centered Follow-up Question Generation.
EMNLP (Industry Track)
Sanghyun Seo, Bumsoo Kang, Dahm Lee, Jaeheon Kim, Joongbo Shin, Euisoon Kim, Kijeong Jeon
2025 J jnl
LuNet: Development of Lung Cancer detection from CT Scan images using hybrid Customized deep Convolution Neural Networks.
KSII Trans. Internet Inf. Syst.
Pradeepa Sampath, Sasikaladevi Natarajan, S. Vimal, Sanghyun Seo
2025 A conf
Make VLM Recognize Visual Hallucination on Cartoon Character Image with Pose Information.
WACV
Bumsoo Kim, Wonseop Shin, Kyuchul Lee, Yonghoon Jung, Sanghyun Seo
2025 J jnl
MultiFloodSynth: Multi-Annotated Flood Synthetic Dataset Generation.
CoRR
YoonJe Kang, Yonghoon Jung, Wonseop Shin, Bumsoo Kim, Sanghyun Seo
2024 J jnl
An automated chest X-ray analysis for COVID-19, tuberculosis, and pneumonia employing ensemble learning approach.
Biomed. Signal Process. Control.
Sareer Ul Amin, Sher Taj, Adnan Hussain, Sanghyun Seo
2024 J jnl
Cartoon Hallucinations Detection: Pose-aware In Context Visual Learning.
CoRR
Bumsoo Kim, Wonseop Shin, Kyuchul Lee, Sanghyun Seo
2024 J jnl
Correction to: A deep learning-based framework for accurate identification and crop estimation of olive trees.
J. Supercomput.
Umair Khan, Muazzam Maqsood, Saira Andleeb Gillani, Mehr Yahya Durrani, Irfan Mehmood, Sanghyun Seo
2024 J jnl
Enhanced Anomaly Detection in Pandemic Surveillance Videos: An Attention Approach With EfficientNet-B0 and CBAM Integration.
IEEE Access
Sareer Ul Amin, Muhammad Sibtain Abbas, Bumsoo Kim, Yonghoon Jung, Sanghyun Seo
2024 J jnl
Generating 3D Digital Twins of Real Indoor Spaces based on Real-World Point Cloud Data.
KSII Trans. Internet Inf. Syst.
Wonseop Shin, Jaeseok Yoo, Bumsoo Kim, Yonghoon Jung, Muhammad Sajjad, Youngsup Park, Sanghyun Seo
2024 J jnl
Harnessing synthetic data for enhanced detection of Pine Wilt Disease: An image classification approach.
Comput. Electron. Agric.
Yonghoon Jung, SangHyun Byun, Bumsoo Kim, Sareer Ul Amin, Sanghyun Seo
2024 J jnl
Minecraft-ify: Minecraft Style Image Generation with Text-guided Image Editing for In-Game Application.
CoRR
Bumsoo Kim, SangHyun Byun, Yonghoon Jung, Wonseop Shin, Sareer Ul Amin, Sanghyun Seo
2024 J jnl
ToonAging: Face Re-Aging upon Artistic Portrait Style Transfer.
CoRR
Bumsoo Kim, Abdul Muqeet, Kyuchul Lee, Sanghyun Seo
2024 J jnl
Video Anomaly Detection Utilizing Efficient Spatiotemporal Feature Fusion with 3D Convolutions and Long Short-Term Memory Modules.
Adv. Intell. Syst.
Sareer Ul Amin, Bumsoo Kim, Yonghoon Jung, Sanghyun Seo, Sangoh Park
2023 J jnl
A deep learning-based framework for accurate identification and crop estimation of olive trees.
J. Supercomput.
Umair Khan, Muazzam Maqsood, Saira Andleeb Gillani, Mehr Yahya Durrani, Irfan Mehmood, Sanghyun Seo
2023 J jnl
An Automated Chest X-Ray Image Analysis for Covid-19 and Pneumonia Diagnosis Using Deep Ensemble Strategy.
IEEE Access
Adnan Hussain, Sareer Ul Amin, Hunjoo Lee, Asma Khan, Noreen Fayyaz Khan, Sanghyun Seo
2023 J jnl
An Efficient Attention-Based Strategy for Anomaly Detection in Surveillance Video.
Comput. Syst. Sci. Eng.
Sareer Ul Amin, Yongjun Kim, Irfan Sami, Sangoh Park, Sanghyun Seo
2023 J jnl
An Efficient and Robust Hand Gesture Recognition System of Sign Language Employing Finetuned Inception-V3 and Efficientnet-B0 Network.
Comput. Syst. Sci. Eng.
Adnan Hussain, Sareer Ul Amin, Muhammad Fayaz, Sanghyun Seo
2023 J jnl
Deep learning based active learning technique for data annotation and improve the overall performance of classification models.
Expert Syst. Appl.
Sareer Ul Amin, Adnan Hussain, Bumsoo Kim, Sanghyun Seo
2023 J jnl
EfficientNetV2-based dynamic gesture recognition using transformed scalogram from triaxial acceleration signal.
J. Comput. Des. Eng.
Bumsoo Kim, Sanghyun Seo
2023 J jnl
Transfer Learning based Parameterized 3D Mesh Deformation with 2D Stylized Cartoon Character.
KSII Trans. Internet Inf. Syst.
SangHyun Byun, Bumsoo Kim, Wonseop Shin, Yonghoon Jung, Sanghyun Seo
2022 J jnl
A study on recognizing multi-real world object and estimating 3D position in augmented reality.
J. Supercomput.
Taemin Lee, Changhun Jung, Kyungtaek Lee, Sanghyun Seo
2022 J jnl
Intelligent Digital Human Agent Service With Deep Learning Based-Face Recognition.
IEEE Access
Bum-Soo Kim, Sanghyun Seo
2022 J jnl
Video-based Stained Glass.
KSII Trans. Internet Inf. Syst.
Dongwann Kang, Taemin Lee, Yong-Hyeon Shin, Sanghyun Seo
2021 J jnl
A resource conscious human action recognition framework using 26-layered deep convolutional neural network.
Multim. Tools Appl.
Muhammad Attique Khan, Yudong Zhang, Sajid Ali Khan, Muhammad Attique, Amjad Rehman, Sanghyun Seo
2021 J jnl
An Integrated Design Based on Dual Thresholding and Features Optimization for White Blood Cells Detection.
IEEE Access
Javaria Amin, Muhammad Sharif, Muhammad Almas Anjum, Mussarat Yasmin, Khalid Iqbal Khattak, Seifedine Nimer Kadry, Sanghyun Seo
2021 J jnl
Recognition of food type and calorie estimation using neural network.
J. Supercomput.
Raghvendra Kumar, Eanoch Golden Julie, Yesudhas Harold Robinson, S. Vimal, Sanghyun Seo
2020 J jnl
Egocentric visual scene description based on human-object interaction and deep spatial relations among objects.
Multim. Tools Appl.
Gulraiz Khan, Muhammad Usman Ghani, Aiman Siddiqi, Zahoor-Ur Rehman, Sanghyun Seo, Sung Wook Baik, Irfan Mehmood
2020 J jnl
Emotion-Inspired Painterly Rendering.
IEEE Access
Junghyun Lee, Jongin Choi, Sanghyun Seo
2020 J jnl
HMTL: Heterogeneous Modality Transfer Learning for Audio-Visual Sentiment Analysis.
IEEE Access
Sanghyun Seo, Sanghyuck Na, Juntae Kim
2020 J jnl
Harmonic rendering for visual coherence on mobile outdoor AR environment.
Multim. Tools Appl.
Suhwan Kwak, Jongin Choe, Sanghyun Seo
2020 J jnl
Online eigenvector transformation reflecting concept drift for improving network intrusion detection.
Expert Syst. J. Knowl. Eng.
Seongchul Park, Sanghyun Seo, Changhoon Jeong, Juntae Kim
2020 J jnl
The weights initialization methodology of unsupervised neural networks to improve clustering stability.
J. Supercomput.
Seongchul Park, Sanghyun Seo, Changhoon Jeong, Juntae Kim
2020 J jnl
UAV based wilt detection system via convolutional neural networks.
Sustain. Comput. Informatics Syst.
Lien Minh Dang, Syed Ibrahim Hassan, Suhyeon Im, Arun Kumar Sangaiah, Irfan Mehmood, Seungmin Rho, Sanghyun Seo, Hyeonjoon Moon
2019 — conf
A Study on Reflecting User's Emotions Using a Painterly Rendering System.
EuroVis (Posters)
Junghyun Lee, Sanghyun Seo, Kyunghyun Yoon
2019 J jnl
A novel approach for finding research areas for new researchers.
New Rev. Hypermedia Multim.
Nouman Malik, Hikmat Ullah Khan, Ch. Muhammad Shahzad Faisal, Ahsan Mahmood, Sanghyun Seo, Muhammad Raheel Bhutta
2019 J jnl
Design and development methodologies of Kkongalmon, a location-based augmented reality game using mobile geographic information.
EURASIP J. Image Video Process.
DongHyun Youm, Sanghyun Seo, Jung-Yoon Kim
2019 J jnl
Personalized smart home audio system with automatic music selection based on emotion.
Multim. Tools Appl.
Dongwann Kang, Sanghyun Seo
2018 J jnl
Emotion extraction based on multi bio-signal using back-propagation neural network.
Multim. Tools Appl.
GilSang Yoo, Sanghyun Seo, Sungdae Hong, Hyeoncheol Kim
2018 — conf
Hybrid Approach for Efficient Quantization of Weights in Convolutional Neural Networks.
BigComp
Sanghyun Seo, Juntae Kim
2018 — conf
Image-Text Embedding with Hierarchical Knowledge for Cross-Modal Retrieval.
CSAI/ICIMT
Sanghyun Seo, Juntae Kim
2018 — conf
Meta Learning for Imbalanced Big Data Analysis by using Generative Adversarial Networks.
ICBDC
Sanghyun Seo, Yongjin Jeon, Juntae Kim
2018 C conf
Network intrusion detection through online transformation of eigenvector reflecting concept drift.
DATA
Seongchul Park, Sanghyun Seo, Changhoon Jeong, Juntae Kim
2018 J jnl
Photo collage-based photograph display system on mobile computing platform.
J. Supercomput.
Dongwann Kang, Sanghyun Seo
2018 J jnl
Real-time adaptable and coherent rendering for outdoor augmented reality.
EURASIP J. Image Video Process.
Sanghyun Seo, Dongwann Kang, Sangoh Park
2017 J jnl
GUEST EDITORIAL special issue on real-time perceptual-inspired imaging systems with computational science and aesthetics.
J. Real Time Image Process.
Sanghyun Seo, Bo-Wei Chen, Periklis Chatzimisios, Seungmin Rho
2017 J jnl
Perceptually inspired real-time artistic style transfer for video stream.
J. Real Time Image Process.
Dongwann Kang, Feng Tian, Sanghyun Seo
2017 J jnl
Privacy aware group based recommender system in multimedia services.
Multim. Tools Appl.
Ahmed M. Elmisery, Seungmin Rho, Mirela Sertovic, Karima Boudaoud, Sanghyun Seo
2016 J jnl
A photomosaic image generation method using photo annotation in a social network environment.
Multim. Tools Appl.
Sanghyun Seo, Dongwann Kang
2016 J jnl
An artistic photographic collage on a mobile device.
Multim. Tools Appl.
Dongwann Kang, Sanghyun Seo
2016 J jnl
Coloring-based scheduling for interactive game application with wireless body area networks.
J. Supercomput.
Sanghyun Seo, Hakjeon Bang, Hunjoo Lee
2016 J jnl
Evaluating the significance of error checksums for wireless video streaming.
Multim. Tools Appl.
Saima Shaheen, Aasia Khanum, M. Usman Akram, Shoab Ahmad Khan, Sanghyun Seo, M. Younas Javed
2016 J jnl
Study on predicting sentiment from images using categorical and sentimental keyword-based image retrieval.
J. Supercomput.
Sanghyun Seo, Dongwann Kang
2015 J jnl
A Real-Time Video Watermarking Algorithm for Authentication of Small-Business Wireless Surveillance Networks.
Int. J. Distributed Sens. Networks
Shaohui Liu, Daniel Bo-Wei Chen, Long Gong, Wen Ji, Sanghyun Seo
2015 J jnl
Delay analysis for ad hoc multiplayer game of socially clustered mobile users.
J. Supercomput.
Sanghyun Seo, Hakjeon Bang, Hunjoo Lee
2015 J jnl
Directional texture transfer for video.
Multim. Tools Appl.
Dongwann Kang, Phutphalla Kong, Kyunghyun Yoon, Sanghyun Seo
2015 J jnl
Pixel based stroke generation for painterly effect using maximum homogeneity neighbor filter.
Multim. Tools Appl.
Sanghyun Seo, Hunjoo Lee
2014 J jnl
OUB: a scalable grid-based surface-representation for realtime high-resolution rendering.
J. Real Time Image Process.
JaeMoon Choi, Sanghyun Seo
2014 J jnl
Pointillist video stylization based on particle tracing.
Multim. Tools Appl.
Sanghyun Seo, Victor Ostromoukhov
2014 J jnl
Special issue on convergence of real-time 3D imaging and optical communications.
J. Real Time Image Process.
Sanghyun Seo, Changhoon Lee, Xilin Chen
2013 J jnl
A multi-level depiction method for painterly rendering based on visual perception cue.
Multim. Tools Appl.
Hochang Lee, Sanghyun Seo, Seungtaek Ryoo, Keejoo Ahn, Kyunghyun Yoon
2013 J jnl
A study on stackable mosaic generation for mobile devices.
Multim. Tools Appl.
Dongwann Kang, Sanghyun Seo, Seungtaek Ryoo, Kyunghyun Yoon
2013 J jnl
Artistic image generation for emerging multimedia services by impressionist manner.
ACM Trans. Embed. Comput. Syst.
Sanghyun Seo, Seungtaek Ryoo, Kyunghyun Yoon
2013 J jnl
Image recoloring using linear template mapping.
Multim. Tools Appl.
Sanghyun Seo, Youngsup Park, Victor Ostromoukhov
2013 J jnl
Interactive painterly rendering with artistic error correction.
Multim. Tools Appl.
Sanghyun Seo, Seungtaek Ryoo, Jin Wan Park
2011 J jnl
A Parallel Framework for Fast Photomosaics.
IEICE Trans. Inf. Syst.
Dongwann Kang, Sanghyun Seo, Seungtaek Ryoo, Kyunghyun Yoon
2011 J jnl
Directional texture transfer with edge enhancement.
Comput. Graph.
Hochang Lee, Sanghyun Seo, Kyunghyun Yoon
2010 J jnl
Color juxtaposition for pointillism based on an artistic color model and a statistical analysis.
Vis. Comput.
Sanghyun Seo, Kyunghyun Yoon
2010 — conf
Directional texture transfer.
NPAR
Hochang Lee, Sanghyun Seo, Seungtaek Ryoo, Kyunghyun Yoon
2010 J jnl
Dispersion, High-Frequency and Power Characteristics of AlN/GaN Metal Insulator Semiconductor Field Effect Transistors with in-situ MOCVD Deposited Si
IEICE Trans. Electron.
Sanghyun Seo, Eunjung Cho, Giorgi Aroshvili, Chong Jin, Dimitris Pavlidis, Laurence Considine
2009 — conf
A Painterly Rendering Based on Stroke Profile and Database.
CAe
Sanghyun Seo, Jinwan Park, Kyunghyun Yoon
2008 J jnl
AlN/GaN Metal Insulator Semiconductor Field Effect Transistor on Sapphire Substrate.
IEICE Trans. Electron.
Sanghyun Seo, Kaustav Ghose, Guangyuan Zhao, Dimitris Pavlidis
2007 Misc conf
Rendering Technique for Colored Paper Mosaic.
International Conference on Computational Science (2)
Youngsup Park, Sanghyun Seo, YongJae Gi, Hanna Song, Kyunghyun Yoon
2007 Misc conf
Stained Glass Rendering with Smooth Tile Boundary.
International Conference on Computational Science (2)
Sanghyun Seo, Hochang Lee, HyunChul Nah, Kyunghyun Yoon
2006 — conf
Mosaic Rendering using Colored Paper.
VAST
Yong Jea Gi, Young Sup Park, Sanghyun Seo, Kyunghyun Yoon
2006 — conf
Two Layer Image Tile Mosaics.
Eurographics (Short Presentations)
Dongwann Kang, Young Sup Park, Sanghyun Seo, Kyunghyun Yoon
2002 Misc conf
The New Area Subdivision Methods for Producing Shapes of Colored Paper Mosaic.
International Conference on Computational Science (2)
Sanghyun Seo, Dae Wook Kang, Young Sup Park, Kyunghyun Yoon