Xiaozhe Zhang — accepted AI-conference papers

2026

Rectification Reimagined: A Unified Mamba Model for Image Correction and Rectangling with Prompts

Linwei Qiu, Gongzhe Li, Xiaozhe Zhang, Qilin Sun, Fengying Xie

AAAI 2026technical

Image correction and rectangling are valuable tasks in practical photography systems such as smartphones. Recent remarkable advancements in deep learning have undeniably brought about substantial performance improvements in these fields. Nevertheless, existing methods mainly rely on task-specific ar

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2025

Beyond Spatial Domain: Cross-domain Promoted Fourier Convolution Helps Single Image Dehazing

Xiaozhe Zhang, Haidong Ding, Fengying Xie, Linpeng Pan, Yue Zi, Ke Wang +1

AAAI 2025technical

Vanilla convolution and window-based self-attention have shown significant success in image dehazing. However, they are constrained by limited receptive fields and ignore frequency gaps between dehazed and clear images. The former hampers the modeling of global dependencies, while the latter impedes…

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