Video Media Lab
Video Media Lab
Kyung Hee University · Computer Science and Engineering
Professor
Prof. 김휘용
Professor's page · publicationsAbout
김휘용 교수 연구실(영상미디어연구실)은 경희대 컴퓨터공학과 소속으로, 디지털 영상미디어 서비스를 위한 인공지능 신호처리 기술과 국제 표준화를 연구한다. 신경망 기반 비디오 압축, 홀로그램 압축, 기계 시각을 위한 특징맵 부호화 등을 다루며, 인공신경망 특징 압축 기술이 MPEG(ISO/IEC JTC1/SC29) 표준에 채택되는 등 표준화에 기여하고 있다.
Research keywords
Selected publications
- End-to-End Learnable Multi-Scale Feature Compression for VCMIEEE Transactions on Circuits and Systems for Video Technology (TCSVT) · 2024
- Rate-Rendering Distortion Optimized Preprocessing for Texture Map Compression of 3D Reconstructed ScenesIEEE Transactions on Circuits and Systems for Video Technology (TCSVT) · 2024
- P-Hologen: An End-to-End Generative Framework for Phase-Only HologramsComputer Graphics Forum · 2024
- Towards Efficient Image Compression Without Autoregressive ModelsNeurIPS 2023 · 2023
- Phase Distribution Matters: On the Importance of Phase Distribution Alignment (PDA) in Holographic ApplicationsACM Multimedia 2025 · 2025
- Spatial-Channel Mixing Block for Neural Network-based Video Coding (NNVC) ToolsVCIP 2025 · 2025
Other labs in this department
- Medical AI Lab
Kim Seong Tae
Medical AI / Medical Image Analysis (medical image segmentation, domain adaptation, trustworthy & explainable deep learning)
- KDST (KIST Data Science Team)
Kim Suhyun
Deep learning / AI: model compression & pruning, knowledge distillation, generative & diffusion models, AI safety
- Visual AI Lab
Kim Jung Uk
Computer Vision / Visual AI (audio-visual learning, sound source localization, monocular 3D object detection, incremental learning)
- Media Lab
Park Gwang Hoon
Video/Media Coding (Scalable Video Coding, HEVC, VVC, AV1, MPEG standards, point cloud compression, image/video stitching)
- Natural Language Processing Lab
Park Seong-Bae
Natural Language Processing (dialogue response generation, machine translation, question answering/generation, text summarization)
- System Security Lab (KHU-SysSec)
Park Cheol Jun
System security; 4G/5G cellular network and baseband security (testing, wireless signal analysis, attack/defense)