Publications

SCIE5

2026

Top 34%

L-DANCE: LLM-guided Motion Intensity Aware Natural Dance Generation

Wonseop Shin, Yonghoon Jung, Mi Young Lee, Sanghyun Seo

The Visual Computer · CGI 2026SCIE

Paper Project

Top 2.5%

BoXFire: Geometry-Aware Box-Supervised Fusion for Accurate Fire and Smoke Segmentation

Muhammad Ayaz, Sareer Ul Amin, Salman Khan, Yonghoon Jung, Wonseop Shin, Mi Young Lee, Sanghyun Seo

Advanced Engineering InformaticsSCIE

Paper

2024

Top 33.2%

Explicitly Color-Inspired Neural Style Transfer Using Patchified AdaIN

Bumsoo Kim, Wonseop Shin, Yonghoon Jung, Youngsup Park, Sanghyun Seo

Computer Modeling in Engineering & SciencesSCIE

Paper

3D digital twin reconstruction from real-world point cloud data

Generating 3D Digital Twins of Real Indoor Spaces based on Real-World Point Cloud Data

Wonseop Shin, Jaeseok Yoo, Bumsoo Kim, Yonghoon Jung, Muhammad Sajjad, Youngsup Park, Sanghyun Seo

KSII Transactions on Internet and Information SystemsSCIE

Paper

2023

Parameterized 3D mesh deformation from stylized cartoon characters

Transfer Learning based Parameterized 3D Mesh Deformation with 2D Stylized Cartoon Character

Sanghyun Byun, Bumsoo Kim, Wonseop Shin, Yonghoon Jung, Sanghyun Seo

KSII Transactions on Internet and Information SystemsSCIE

Paper

Conference16

2026

Characterizing Reconstruction Bias in DECA for East Asian Faces

M. Kim, Wonseop Shin, Sanghyun Seo

PlatCon 2026Conference

Best Paper Award

Lab listing

An Agent-Based Procedural Pipeline for Controllable Synthetic Data Generation

Y. Kang, G. Kim, Wonseop Shin, Sanghyun Seo

PlatCon 2026Conference

Lab listing

DictPrompt: Dictionary Structured Prompting for Text to Image Generation

Wonseop Shin, Sanghyun Seo

MITA 2026Conference

Best Paper Award

Lab listing

2025

Pose-aware visual hallucination detection for cartoon characters

WACV 2025

Make VLM Recognize Visual Hallucination on Cartoon Character Image with Pose Information

Bumsoo Kim*, Wonseop Shin*, Kyuchul Lee, Yonghoon Jung, Sanghyun Seo

IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)Conference

Paper Project Code Dataset

MultiFloodSynth: Multi-Annotated Flood Synthetic Dataset Generation

YoonJe Kang*, Yonghoon Jung*, Wonseop Shin*, Bumsoo Kim*, Sanghyun Seo

AAAI 2025 Good-Data Workshop · OralConference

Paper

Synthetic Data for Construction Safety Monitoring

Yonghoon Jung, Wonseop Shin, Bumsoo Kim, Sanghyun Seo

PlatCon 2025Conference

Lab listing

VLM and 3D Rendering based Synthetic Data for ScabDisease Detection in Pears

Wonseop Shin, D. Shin, J. Won, Sanghyun Seo

PlatCon 2025Conference

Lab listing

Text-Guided Generation of Child-Friendly 3D Objects for Virtual Environments

G. Kim, Yonghoon Jung, Wonseop Shin, Sanghyun Seo

MASP 2025Conference

Best Paper Award

Lab listing

Development of a Tangible Interaction-Based Game Bridging the Physical and Digital Worlds

J. Ryu, J. Choi, S. Lim, H. Lee, Wonseop Shin, Yonghoon Jung, Sanghyun Seo

MASP 2025Conference

Lab listing

딥러닝을 통한 메타버스 내 아바타 포즈 추정

신원섭, 서상현

한국멀티미디어학회 추계학술대회 2025Conference

Best Paper Award

Lab listing

퓨-샷 가우시안 스플래팅 학습 뷰 탐색

김범수, 신원섭, 신유담, 서상현

스마트미디어&전자거래학회 춘계학술대회 2025Conference

Lab listing

2024

Research On Building Training Datasets For Detecting Abusing Behavior In the Metaverse

Y. Cho, Wonseop Shin, Sanghyun Seo

PlatCon 2024Conference

Best Paper Award

Lab listing

2023

Minecraft-style image generation and editing

Minecraft-ify: Minecraft Style Image Generation with Text-guided Image Editing for In-Game Application

Bumsoo Kim, Sanghyun Byun, Yonghoon Jung, Wonseop Shin, Sareer Ul Amin, Sanghyun Seo

NeurIPS 2023 ML4CD Workshop · SpotlightConference

Paper Project

Deep Learning-Based Indoor Object Detection and Area Inpainting from RGB-D Camera

Wonseop Shin, Jaeseok Yoo, Sanghyun Byun, Sanghyun Seo

ICONI 2023Conference

Lab listing

Visitor Detection in Indoor Facility Using Rendering Based Synthetic Data

Wonseop Shin, Yonghoon Jung, Sanghyun Byun, Sanghyun Seo

PlatCon 2023Conference

Lab listing

Pine wilt disease detection on aerial forest imagery, from the APIC-IST 2023 paper

Pine Wilt Disease Detection using Synthetic Data and Object Detection Techniques

Yonghoon Jung, Wonseop Shin, Sanghyun Seo

APIC-IST 2023Conference

Paper

KCI4

2026

A Physical-Virtual Terrain Synchronization System for Quantitative Evaluation of Excavation Simulation

굴착 시뮬레이션의 정량적 평가를 위한 물리–가상 지형 동기화 시스템

Sejun Yoon, Suhwan Lee, Yonghoon Jung, Wonseop Shin, Sanghyun Seo

Journal of Digital Contents SocietyKCI

Paper

2025

Synthetic data generation for pear disease detection

Synthetic Data Generation for Pear Black Spot Detection Using 3D Rendering and Vision-Language Model-based Editing

Wonseop Shin, Jeongmin Won, Dongmin Shin, Sanghyun Seo

Journal of Digital Contents SocietyKCI

Paper

A Multi-Modal Emotion Recognition Model Incorporating Arousal and Valence with Incomplete Data

Yudam Shin, Wonseop Shin, Sanghyun Seo

The Journal of Society for e-Business StudiesKCI

Paper

2023

Deep Learning-based Approach for Visitor Detection and Path Tracking to Enhance Safety in Indoor Cultural Facilities

실내 문화시설 안전을 위한 딥러닝 기반 방문객 검출 및 동선 추적에 관한 연구

Wonseop Shin, Seungmin Rho

Journal of Platform TechnologyKCI

Paper