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Jiayi Ma

3 papers indexed

arxivcs.CV2026-07-01

Robust 3D Alignment of Generative Reconstructions via Partial Monocular Observations

Yuchen Zhang, Luanyuan Dai, Yiwei Wang, Xiwei Xu, Jianing Zhang, Johnny. r. zhang, et al.

Aligning generative 3D reconstructions with partial monocular observations is a critical but under-explored challenge in computer vision. This task is inherently ill-posed due to severe asymmetries between noisy, sparse monocular inputs and dense generative priors, whose scale am…

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arxivcs.CV2026-06-30

UHD-MFF: Shattering Barriers in Multi-Focus Ultra-High-Definition Image Fusion via Learnable Lookup Tables

Yibing Zhang, Xunpeng Yi, Qinglong Yan, Yeda Wang, Han Xu, Jiayi Ma

With the advancement of imaging technology, ultra-high-definition images have become increasingly essential in modern visual applications. However, existing multi-focus image fusion remains largely confined to low-resolution images and faces three major barriers in UHD scenarios,…

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arxivcs.CV2026-06-30

AnyMatch: Supercharging Universal Multi-Modal Image Matching with Large-Scale Single-View Images

Meng Yang, Zizhuo Li, Linfeng Tang, Fan Fan, Jiayi Ma

Multi-modal image matching is essential for visual localization and multi-sensor fusion, but it is hindered by the scarcity of large-scale training data with precise geometric annotations. Existing real-world datasets suffer from prohibitive costs, limited scene diversity, and er…

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