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.
All prospective graduate applicants must contact Prof. Jihyong Oh for a prior interview before submitting an application.

Research Area

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

--> But, not limited to!

News [mm.dd.yyyy]

[10.2025] Our new paper on Controllable Text Manipulation (🖌 OmniText) has been released on arXiv.
[10.2025] Our paper on Arbitrary-Scale Super-Resolution (🌀SoFoNO) has been accepted to Neurocomputing (IF: 6.5).
[09.2025] MoBluRF🫨 [IEEE TPAMI (IF: 18.6)] has been featured on EurekAlert and CAU News as one of CAU’s global research highlights (Altmetric score 74).
[09.2025] Prof. Oh has been selected as an ICCV2025 Outstanding Reviewer (3%).
[09.2025] SeokHyun, Yejong, and Hyungyu joined our lab in the fall of 2025 as MS students. Welcome!
[08.2025] Our new paper on Video Demoiréing Transformer (☕️ MoCHA-former) has been released on arXiv. Check out our project page.
[08.2025] Our new paper on Frequency- and Locality-Aware INR (✨ FLAIR) has been released on arXiv. Check out our project page.
[08.2025] Prof. Oh has been selected as an Outstanding Instructor for Spring 2025 (CAU Teaching Evaluation).
[07.2025] Prof. Oh will serve as a Program Committee for AAAI2026.
[06.2025] Our paper (🔍 DiffPS) on Person Search has been accepted to ICCV2025 and selected as a🏅Highlight Paper (2.35% ≈ 263/11,152).
[06.2025] Our new survey papers on A Comprehensive Survey of Video Frame Interpolation (🂡 AceVFI, project page) and 3D Low-Level Vision (🧊 R3eVision , project page) are now available on arXiv.
[05.2025] Two papers (MoBluRF🫨, DG-ReID🫆) have been accepted to IEEE TPAMI (IF: 18.6) and Neurocomputing (IF: 6.5), respectively.
[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% ≈ 90/11,532), 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.
[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.

[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]

[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][GitHub]

[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][GitHub]

[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][GitHub]

[IEEE TPAMI, IF=18.6] "MoBluRF 🫨: Motion Deblurring Neural Radiance Fields for Blurry Monocular Video",

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

[IEEE TPAMI][Project Page][Note: previous ver.: DyBluRF 🫨 ]

[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]

[ECCV2022] "DeMFI: Deep Joint Deblurring and Multi-Frame Interpolation with Flow-Guided Attentive Correlation and Recursive Boosting",

Jihyong Oh and Munchurl Kim†

[ECCV2022][Supp][GitHub][Demo][Poster][Video]

[ICCV2021, 🏅Oral 3%] "XVFI: eXtreme Video Frame Interpolation",

Hyeonjun Sim*, Jihyong Oh*, and Munchurl Kim†

[arXiv][ICCV2021][Supp][GitHub][X4K1000FPS][Demo] [Oral12mins][Flowframes(GUI)][Poster]

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