CMLab@CAU

- If you are interested in our lab, please refer to this page:

Contact

Welcome to Creative Vision and Multimedia Lab (CMLab) @ Chung-Ang University (🐉 CAU)!

CMLab has been directed by Assistant Prof. Jihyong Oh since Fall 2023.
Our mission is to conduct cutting-edge research in AI-based Computer Vision and Multimedia, with a focus on machine & deep learning techniques. We are dedicated to exploring innovative solutions that can be applied to real-world problems.
We are looking for self-motivated graduate & undergraduate students. If you're interested, send an email to [jihyongoh@cau.ac.kr] with the following information:

(1) full Curriculum Vitae (CV), (2) transcript (3) future plan & purpose, and (4) available participation time.

If you are interested in joining our CMLab and would like to prepare the prerequisites, please refer to the [Contact] page for more information.

Research Area

✨ Low-Level Vision
- Video Super-Resolution / Deblurring / Video Frame Interpolation / Denoising / Dehazing / Enhancement / Restoration, etc.
👁️⃤ 3D Vision
- Gaussian Splatting / Neural Radiance Fields (NeRFs) / Novel View Synthesis / Neural Rendering, etc.
🤖 Generative AI
- Multi-Modal / Editing / Personalization / Diffusion Models, etc.

--> But, not limited to!

News [mm.dd.yyyy]

[04.2025] Our new papers on Iterative Implicit Neural Representations (♻️ I-INR) and Motion Deblurring Dynamic 3DGS (🕵🏻‍♂️ MoBGS) have been released on arXiv.
[03.2025] Our new paper on Multi-object Video Editing (🎯 PRIMEdit ) has been released on arXiv. Check out our project page.
[02.2025] Three papers (MoDec🎄-GS, ⏱️ BiM-VFI, ∿ SplineGS ) have been accepted to CVPR2025.
[02.2025] Sukhun, Weeyoung, and Gyuwon joined our lab in the spring of 2025 as MS students. Welcome!
[01.07.2025] Our new paper on Compact Dynamic 3D Gaussian Splatting (MoDec🎄-GS) has been released on arXiv. Check out our project page.
[12.16.2024] Our new paper on Motion Field-Guided Video Frame Interpolation (⏱️ BiM-VFI) has been released on arXiv. Check out our project page.
[12.13.2024] Our new paper on Real-Time Dynamic 3D Gaussians (∿ SplineGS ) has been released on arXiv. Check out our project page.
[11.2024] Prof. Oh joined inshorts as a CAIO to research and integrate Low-Level Vision techniques into real-world products.
[09.2024] Prof. Oh was invited to talk on "Handling Real-World Videos in Low-Level Vision" at LG Electronics.
[09.2024] Juhyun joined our lab in the fall of 2024 as MS student. Welcome!
[08.2024] Prof. Oh will serve as a Program Committee for AAAI2025.
[06.27.2024] Prof. Oh gave a presentation on "Handling Real-World Videos in Computer Vision Tasks" at the KIBME2024 Young Researcher session.
[06.17.2024] Prof. Oh was invited to talk on 🍎 FMA-Net and XVFI at the AIS (CVPR2024 Workshop).
[05.29.2024] Prof. Oh has been selected as a CVPR2024 Outstanding Reviewer (2%).
[04.05.2024] Our 🍎 FMA-Net (Final Review Scores: 5/5/4) has been selected as an 🏅Oral Paper (0.78% ≈ 90/11532), which will be a huge honor to be presented in front of an audience of thousands of people.

[02.27.2024] One paper (🍎 FMA-Net) on Joint Video Super-Resolution and Deblurring has been accepted to CVPR2024.
[02.01.2024] Prof. Oh gave a presentation on "Handling Real-World Videos in Computer Vision Tasks" at the IPIU2024 Young Researcher session.
[12.21.2023] Our new paper on Dynamic Deblurring NeRF (DyBluRF🫨) has been released on arXiv. Check out our project page.
[11.02.2023] Dahyeon, Giyeol, Changhyun, Jeahun, and Hyunseo joined our lab in the spring of 2024 as MS students. Welcome!
[09.01.2023] CMLab has been newly opened by Assistant Prof. Jihyong Oh.

Selected Recent Research (*: equal contribution, ☨: corresponding author)

For more details, please visit: https://cmlab.cau.ac.kr/publications.

[(new!) arXiv2025 (under review)] "🎯 PRIMEdit: Probability Redistribution for Instance-aware Multi-object Video Editing with Benchmark Dataset",

Samuel Teodoro*, Agus Gunawan*, Soo Ye Kim, Jihyong Oh☨ and Munchurl Kim☨

[arXiv2025][Project Page]

[(new!) CVPR2025] "∿ SplineGS: Robust Motion-Adaptive Spline for Real-Time Dynamic 3D Gaussians from Monocular Video",

Jongmin Park*, Minh-Quan Viet Bui*, Juan Luis Gonzalez Bello, Jaeho Moon, Jihyong Oh☨ and Munchurl Kim☨

[arXiv2024][Project Page]

[(new!) CVPR2025] "MoDec🎄-GS: Global-to-Local Motion Decomposition and Temporal Interval Adjustment for Compact Dynamic 3D Gaussian Splatting",

Sangwoon Kwak, Joonsoo Kim, Jun Young Jeong, Won-Sik Cheong, Jihyong Oh☨ and Munchurl Kim☨

[arXiv2025][Project Page]

[(new!) CVPR2025] "⏱️ BiM-VFI: Bidirectional Motion Field-Guided Frame Interpolation for Video with Non-uniform Motions",

Wonyong Seo, Jihyong Oh☨ and Munchurl Kim☨

[arXiv2024][Project Page]

[arXiv2024 (under review)] "DyBluRF 🫨: Dynamic Deblurring Neural Radiance Fields for Blurry Monocular Video",

Minh-Quan Viet Bui*, Jongmin Park*, Jihyong Oh☨ and Munchurl Kim☨

[arXiv2024][Project Page][Demo][Video]

[CVPR2024, 🏅Oral 0.78%] "🍎 FMA-Net: Flow-Guided Dynamic Filtering and Iterative Feature Refinement with Multi-Attention for Joint Video Super-Resolution and Deblurring",

Geunhyuk Youk, Jihyong Oh☨ and Munchurl Kim☨

[arXiv2024][Project Page][GitHub][Demo][Video]