Seungjoon Yang — accepted AI-conference papers

2025

TSDF-Based Efficient Motion-Compensated Temporal Interpolation for 3D Dynamic Sequences

Soowoong Kim, Minseong Kwon, Junho Choi, Gun Bang, Seungjoon Yang

AAAI 2025technical

This paper introduces a method for efficiently interpolating 3D dynamic sequences using truncated signed distance function (TSDF) volumes. The method calculates bi-directional motions between TSDF volumes of two frames and refines them to reconstruct intermediate frames. Unlike point cloud-based met…

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2023

Restoration of Hand-Drawn Architectural Drawings Using Latent Space Mapping With Degradation Generator

Nakkwan Choi, Seungjae Lee, Yongsik Lee, Seungjoon Yang

CVPR 2023poster

This work presents the restoration of drawings of wooden built heritage. Hand-drawn drawings contain the most important original information but are often severely degraded over time. A novel restoration method based on the vector quantized variational autoencoders is presented. Latent space represe…

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