Sanghyun Seo

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 48

Top Topics

Image Generation

Convolutional Neural Networks

Top Venues

J. Supercomput.

Multim. Tools Appl.

Publications

Bumsoo Kim, Sanghyun Byun, Yonghoon Jung, Wonseop Shin, Sareer Ul Amin, Sanghyun Seo
Minecraft-ify: Minecraft Style Image Generation with Text-guided Image Editing for In-Game Application. CoRR (2024)
Umair Khan, Muazzam Maqsood, Saira Andleeb Gillani, Mehr Yahya Durrani, Irfan Mehmood, Sanghyun Seo
Correction to: A deep learning-based framework for accurate identification and crop estimation of olive trees. J. Supercomput. 80 (7) (2024)
Bumsoo Kim, Abdul Muqeet, Kyuchul Lee, Sanghyun Seo
ToonAging: Face Re-Aging upon Artistic Portrait Style Transfer. CoRR (2024)
Sareer Ul Amin, Bumsoo Kim, Yonghoon Jung, Sanghyun Seo, Sangoh Park
Video Anomaly Detection Utilizing Efficient Spatiotemporal Feature Fusion with 3D Convolutions and Long Short-Term Memory Modules. Adv. Intell. Syst. 6 (7) (2024)
Bumsoo Kim, Wonseop Shin, Kyuchul Lee, Sanghyun Seo
Cartoon Hallucinations Detection: Pose-aware In Context Visual Learning. CoRR (2024)
Sareer Ul Amin, Sher Taj, Adnan Hussain, Sanghyun Seo
An automated chest X-ray analysis for COVID-19, tuberculosis, and pneumonia employing ensemble learning approach. Biomed. Signal Process. Control. 87 (Part B) (2024)
Yonghoon Jung, Sanghyun Byun, Bumsoo Kim, Sareer Ul Amin, Sanghyun Seo
Harnessing synthetic data for enhanced detection of Pine Wilt Disease: An image classification approach. Comput. Electron. Agric. 218 (2024)
Bum-Soo Kim, Sanghyun Seo
EfficientNetV2-based dynamic gesture recognition using transformed scalogram from triaxial acceleration signal. J. Comput. Des. Eng. 10 (4) (2023)
Umair Khan, Muazzam Maqsood, Saira Andleeb Gillani, Mehr Yahya Durrani, Irfan Mehmood, Sanghyun Seo
A deep learning-based framework for accurate identification and crop estimation of olive trees. J. Supercomput. 79 (2) (2023)
Sareer Ul Amin, Yongjun Kim, Irfan Sami, Sangoh Park, Sanghyun Seo
An Efficient Attention-Based Strategy for Anomaly Detection in Surveillance Video. Comput. Syst. Sci. Eng. 46 (3) (2023)
Sareer Ul Amin, Adnan Hussain, Bum-Soo Kim, Sanghyun Seo
Deep learning based active learning technique for data annotation and improve the overall performance of classification models. Expert Syst. Appl. 228 (2023)
Adnan Hussain, Sareer Ul Amin, Hunjoo Lee, Asma Khan, Noreen Fayyaz Khan, Sanghyun Seo
An Automated Chest X-Ray Image Analysis for Covid-19 and Pneumonia Diagnosis Using Deep Ensemble Strategy. IEEE Access 11 (2023)
S. Vimal, Y. Harold Robinson, Madasamy Kaliappan, Kandasamy Vijayalakshmi, Sanghyun Seo
Retraction Note: A method of progression detection for glaucoma using K-means and the GLCM algorithm toward smart medical prediction. J. Supercomput. 79 (5) (2023)
Adnan Hussain, Sareer Ul Amin, Muhammad Fayaz, Sanghyun Seo
An Efficient and Robust Hand Gesture Recognition System of Sign Language Employing Finetuned Inception-V3 and Efficientnet-B0 Network. Comput. Syst. Sci. Eng. 46 (3) (2023)
Bum-Soo Kim, Sanghyun Seo
Intelligent Digital Human Agent Service With Deep Learning Based-Face Recognition. IEEE Access 10 (2022)
Dongwann Kang, Taemin Lee, Yong-Hyeon Shin, Sanghyun Seo
Video-based Stained Glass. KSII Trans. Internet Inf. Syst. 16 (7) (2022)
Taemin Lee, Changhun Jung, Kyungtaek Lee, Sanghyun Seo
A study on recognizing multi-real world object and estimating 3D position in augmented reality. J. Supercomput. 78 (5) (2022)
Raghvendra Kumar, Eanoch Golden Julie, Yesudhas Harold Robinson, S. Vimal, Sanghyun Seo
Recognition of food type and calorie estimation using neural network. J. Supercomput. 77 (8) (2021)
Javaria Amin, Muhammad Sharif, Muhammad Almas Anjum, Mussarat Yasmin, Khalid Iqbal Khattak, Seifedine Nimer Kadry, Sanghyun Seo
An Integrated Design Based on Dual Thresholding and Features Optimization for White Blood Cells Detection. IEEE Access 9 (2021)
Muhammad Attique Khan, Yudong Zhang, Sajid Ali Khan, Muhammad Attique, Amjad Rehman, Sanghyun Seo
A resource conscious human action recognition framework using 26-layered deep convolutional neural network. Multim. Tools Appl. 80 (28-29) (2021)
S. Vimal, Yesudhas Harold Robinson, Madasamy Kaliappan, Kandasamy Vijayalakshmi, Sanghyun Seo
A method of progression detection for glaucoma using K-means and the GLCM algorithm toward smart medical prediction. J. Supercomput. 77 (10) (2021)
Junghyun Lee, Jongin Choi, Sanghyun Seo
Emotion-Inspired Painterly Rendering. IEEE Access 8 (2020)
Seongchul Park, Sanghyun Seo, Changhoon Jeong, Juntae Kim
The weights initialization methodology of unsupervised neural networks to improve clustering stability. J. Supercomput. 76 (8) (2020)
Sanghyun Seo, Sanghyuck Na, Juntae Kim
HMTL: Heterogeneous Modality Transfer Learning for Audio-Visual Sentiment Analysis. IEEE Access 8 (2020)
Suhwan Kwak, Jongin Choe, Sanghyun Seo
Harmonic rendering for visual coherence on mobile outdoor AR environment. Multim. Tools Appl. 79 (23-24) (2020)
L. Minh Dang, Syed Ibrahim Hassan, Suhyeon Im, Arun Kumar Sangaiah, Irfan Mehmood, Seungmin Rho, Sanghyun Seo, Hyeonjoon Moon
UAV based wilt detection system via convolutional neural networks. Sustain. Comput. Informatics Syst. 28 (2020)
Seongchul Park, Sanghyun Seo, Changhoon Jeong, Juntae Kim
Online eigenvector transformation reflecting concept drift for improving network intrusion detection. Expert Syst. J. Knowl. Eng. 37 (5) (2020)
Gulraiz Khan, Muhammad Usman Ghani, Aiman Siddiqi, Zahoor-Ur Rehman, Sanghyun Seo, Sung Wook Baik, Irfan Mehmood
Egocentric visual scene description based on human-object interaction and deep spatial relations among objects. Multim. Tools Appl. 79 (23-24) (2020)
Nouman Malik, Hikmat Ullah Khan, Muhammad Shahzad Faisal, Ahsan Mahmood, Sanghyun Seo, Muhammad Raheel Bhutta
A novel approach for finding research areas for new researchers. New Rev. Hypermedia Multim. 25 (3) (2019)
Junghyun Lee, Sanghyun Seo, Kyunghyun Yoon
A Study on Reflecting User's Emotions Using a Painterly Rendering System. EuroVis (Posters) (2019)
Dongwann Kang, Sanghyun Seo
Personalized smart home audio system with automatic music selection based on emotion. Multim. Tools Appl. 78 (3) (2019)
Seongchul Park, Sanghyun Seo, Changhoon Jeong, Juntae Kim
Network intrusion detection through online transformation of eigenvector reflecting concept drift. DATA (2018)
Sanghyun Seo, Juntae Kim
Image-Text Embedding with Hierarchical Knowledge for Cross-Modal Retrieval. CSAI/ICIMT (2018)
Sanghyun Seo, Juntae Kim
Hybrid Approach for Efficient Quantization of Weights in Convolutional Neural Networks. BigComp (2018)
Dongwann Kang, Sanghyun Seo
Photo collage-based photograph display system on mobile computing platform. J. Supercomput. 74 (8) (2018)
Sanghyun Seo, Yongjin Jeon, Juntae Kim
Meta Learning for Imbalanced Big Data Analysis by using Generative Adversarial Networks. ICBDC (2018)
GilSang Yoo, Sanghyun Seo, Sungdae Hong, Hyeoncheol Kim
Emotion extraction based on multi bio-signal using back-propagation neural network. Multim. Tools Appl. 77 (4) (2018)
Sanghyun Seo, Dongwann Kang, Sangoh Park
Real-time adaptable and coherent rendering for outdoor augmented reality. EURASIP J. Image Video Process. 2018 (2018)
Sanghyun Seo, Bo-Wei Chen, Periklis Chatzimisios, Seungmin Rho
GUEST EDITORIAL special issue on real-time perceptual-inspired imaging systems with computational science and aesthetics. J. Real Time Image Process. 13 (3) (2017)
Dongwann Kang, Feng Tian, Sanghyun Seo
Perceptually inspired real-time artistic style transfer for video stream. J. Real Time Image Process. 13 (3) (2017)
Ahmed M. Elmisery, Seungmin Rho, Mirela Sertovic, Karima Boudaoud, Sanghyun Seo
Privacy aware group based recommender system in multimedia services. Multim. Tools Appl. 76 (24) (2017)
Sanghyun Seo, Hakjeon Bang, Hunjoo Lee
Coloring-based scheduling for interactive game application with wireless body area networks. J. Supercomput. 72 (1) (2016)
Dongwann Kang, Sanghyun Seo
An artistic photographic collage on a mobile device. Multim. Tools Appl. 75 (22) (2016)
Sanghyun Seo, Dongwann Kang
Study on predicting sentiment from images using categorical and sentimental keyword-based image retrieval. J. Supercomput. 72 (9) (2016)
Sanghyun Seo, Dongwann Kang
A photomosaic image generation method using photo annotation in a social network environment. Multim. Tools Appl. 75 (20) (2016)
Sanghyun Seo, Hakjeon Bang, Hunjoo Lee
Delay analysis for ad hoc multiplayer game of socially clustered mobile users. J. Supercomput. 71 (6) (2015)
Dongwann Kang, Phutphalla Kong, Kyunghyun Yoon, Sanghyun Seo
Directional texture transfer for video. Multim. Tools Appl. 74 (1) (2015)
Shaohui Liu, Daniel Bo-Wei Chen, Long Gong, Wen Ji, Sanghyun Seo
A Real-Time Video Watermarking Algorithm for Authentication of Small-Business Wireless Surveillance Networks. Int. J. Distributed Sens. Networks 11 (2015)
Sanghyun Seo, Changhoon Lee, Xilin Chen
Special issue on convergence of real-time 3D imaging and optical communications. J. Real Time Image Process. 9 (3) (2014)
Sanghyun Seo, Victor Ostromoukhov
Pointillist video stylization based on particle tracing. Multim. Tools Appl. 71 (1) (2014)
Hochang Lee, Sanghyun Seo, Seungtaek Ryoo, Keejoo Ahn, Kyunghyun Yoon
A multi-level depiction method for painterly rendering based on visual perception cue. Multim. Tools Appl. 64 (2) (2013)
Dongwann Kang, Sanghyun Seo, Seungtaek Ryoo, Kyunghyun Yoon
A study on stackable mosaic generation for mobile devices. Multim. Tools Appl. 63 (1) (2013)
Sanghyun Seo, Youngsup Park, Victor Ostromoukhov
Image recoloring using linear template mapping. Multim. Tools Appl. 64 (2) (2013)
Sanghyun Seo, Seungtaek Ryoo, Kyunghyun Yoon
Artistic image generation for emerging multimedia services by impressionist manner. ACM Trans. Embed. Comput. Syst. 12 (2) (2013)
Dongwann Kang, Sanghyun Seo, Seungtaek Ryoo, Kyunghyun Yoon
A Parallel Framework for Fast Photomosaics. IEICE Trans. Inf. Syst. (10) (2011)
Hochang Lee, Sanghyun Seo, Kyunghyun Yoon
Directional texture transfer with edge enhancement. Comput. Graph. 35 (1) (2011)
Hochang Lee, Sanghyun Seo, Seungtaek Ryoo, Kyunghyun Yoon
Directional texture transfer. NPAR (2010)
Sanghyun Seo, Kyunghyun Yoon
Color juxtaposition for pointillism based on an artistic color model and a statistical analysis. Vis. Comput. 26 (6-8) (2010)
Sanghyun Seo, Eunjung Cho, Giorgi Aroshvili, Chong Jin, Dimitris Pavlidis, Laurence Considine
. IEICE Trans. Electron. (8) (2010)
Sanghyun Seo, Jinwan Park, Kyunghyun Yoon
A Painterly Rendering Based on Stroke Profile and Database. CAe (2009)
Sanghyun Seo, Kaustav Ghose, Guangyuan Zhao, Dimitris Pavlidis
AlN/GaN Metal Insulator Semiconductor Field Effect Transistor on Sapphire Substrate. IEICE Trans. Electron. (7) (2008)
Sanghyun Seo, Hochang Lee, HyunChul Nah, Kyunghyun Yoon
Stained Glass Rendering with Smooth Tile Boundary. International Conference on Computational Science (2) (2007)
Youngsup Park, Sanghyun Seo, YongJae Gi, Hanna Song, Kyunghyun Yoon
Rendering Technique for Colored Paper Mosaic. International Conference on Computational Science (2) (2007)
Yong Jea Gi, Young Sup Park, Sanghyun Seo, Kyunghyun Yoon
Mosaic Rendering using Colored Paper. VAST (2006)
Dongwann Kang, Young Sup Park, Sanghyun Seo, Kyunghyun Yoon
Two Layer Image Tile Mosaics. Eurographics (Short Presentations) (2006)
Sanghyun Seo, Dae Wook Kang, Young Sup Park, Kyunghyun Yoon
The New Area Subdivision Methods for Producing Shapes of Colored Paper Mosaic. International Conference on Computational Science (2) (2002)