GU

Gi-Mun Um

0000-0002-0929-0695

cs.CVcs.MMeess.IViterativemulti-view stereo matchingrefinementstereo visionview synthesis

On Valency

published · living versions

W_wm6t8p7h·v1 · currentpublished

Complexity-guided Regularization for Generalizable Human Gaussian Splatting

with Gun Ryu, Won-Sik Cheong, Wonjun Kim

1 version

Preprints & journals

6 papers in the corpus · 2021–2026

From Explicit References to Scene Manifolds: Distributional Fidelity and Realism for Radiance Field Quality Assessment2609.07346v1 · Saeed Mahmoudpour, Gi-Mun Um, Hyon-Gon Choo et al.2026 · 0 citationsarXiv

Towards Standardized Light Field Quality Assessment: Hybrid Subjective Benchmarking and Objective Metric Evaluation2607.03494v1 · Saeed Mahmoudpour, Mylene C. Q. Farias, Gi-Mun Um et al.2026 · 0 citationsarXiv

Eigenpose: Occlusion-Robust 3D Human Mesh Reconstruction.40238616 · Gwon, Mi-Gyeong, Um, Gi-Mun, Cheong, Won-Sik et al.2025 · 3 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2025;34:2379-2391

Sampling is Matter: Point-guided 3D Human Mesh Reconstruction2304.09502v1 · Jeonghwan Kim, Mi-Gyeong Gwon, Hyunwoo Park et al.2023 · 57 citationsarXiv

Weakly-Supervised Stitching Network for Real-World Panoramic Image Generation2209.05968v1 · Dae-Young Song, Geonsoo Lee, HeeKyung Lee et al.2022 · 37 citationsarXiv

Enhanced Soft 3D Reconstruction Method with an Iterative Matching Cost Update Using Object Surface Consensus.34640999 · Lee, Min-Jae, Um, Gi-Mun, Yun, Joungil et al.2021 · 12 citationsSensors (Basel, Switzerland). 2021;21(19)

Career total: 53 works. 6 are in this corpus.

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