Junda Liao — accepted AI-conference papers

2025

Polarimetric Neural Field via Unified Complex-Valued Wave Representation

Chu Zhou, Yixin Yang, Junda Liao, Heng Guo, Boxin Shi, Imari Sato

ICCV 2025poster

Polarization has found applications in various computer vision tasks by providing additional physical cues. However, due to the limitations of current imaging systems, polarimetric parameters are typically stored in discrete form, which is non-differentiable and limits their applicability in polariz…

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2023

Pyramid Spatial Feature Transform and Shared-Offsets Deformable Alignment Based Convolutional Network for HDR Imaging

Junda Liao, Qin Liu, Takeshi Ikenaga

ICASSP 2023accepted

To generate ghost-free high dynamic range (HDR) images by merging multiple differently exposed low dynamic range (LDR) images, the key is to handle ill-exposed areas in the input LDR images and misalignment among them. In this paper, a Pyramid Spatial Feature Transform and shared-offsets Deformable…

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