Search Results for author: Maoxun Yuan

Found 5 papers, 2 papers with code

UniRGB-IR: A Unified Framework for Visible-Infrared Downstream Tasks via Adapter Tuning

no code implementations26 Apr 2024 Maoxun Yuan, Bo Cui, Tianyi Zhao, Xingxing Wei

Semantic analysis on visible (RGB) and infrared (IR) images has gained attention for its ability to be more accurate and robust under low-illumination and complex weather conditions.

Removal and Selection: Improving RGB-Infrared Object Detection via Coarse-to-Fine Fusion

1 code implementation19 Jan 2024 Tianyi Zhao, Maoxun Yuan, Feng Jiang, Nan Wang, Xingxing Wei

Specifically, following this perspective, we design a Redundant Spectrum Removal module to coarsely remove interfering information within each modality and a Dynamic Feature Selection module to finely select the desired features for feature fusion.

feature selection Object +3

Learning to Pan-sharpening with Memories of Spatial Details

1 code implementation28 Jun 2023 Maoxun Yuan, Tianyi Zhao, Bo Li, Xingxing Wei

To address this issue, in this paper we observe that the spatial details from PAN images are mainly high-frequency cues, i. e., the edges reflect the contour of input PAN images.

$\mathbf{C}^2$Former: Calibrated and Complementary Transformer for RGB-Infrared Object Detection

no code implementations28 Jun 2023 Maoxun Yuan, Xingxing Wei

In $\mathrm{C}^2$Former, we design an Inter-modality Cross-Attention (ICA) module to obtain the calibrated and complementary features by learning the cross-attention relationship between the RGB and IR modality.

Object object-detection +1

Translation, Scale and Rotation: Cross-Modal Alignment Meets RGB-Infrared Vehicle Detection

no code implementations28 Sep 2022 Maoxun Yuan, Yinyan Wang, Xingxing Wei

Then, we propose a Translation-Scale-Rotation Alignment (TSRA) module to address the problem by calibrating the feature maps from these two modalities.

Crowd Counting Object +5

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