Search Results for author: Xiuwei Zhang

Found 5 papers, 3 papers with code

Learning multi-domain feature relation for visible and Long-wave Infrared image patch matching

no code implementations9 Aug 2023 Xiuwei Zhang, Yanping Li, Zhaoshuai Qi, Yi Sun, Yanning Zhang

Recently, learning-based algorithms have achieved promising performance on cross-spectral image patch matching, which, however, is still far from satisfactory for practical application.

Patch Matching

MS-DETR: Multispectral Pedestrian Detection Transformer with Loosely Coupled Fusion and Modality-Balanced Optimization

1 code implementation1 Feb 2023 Yinghui Xing, Song Wang, Shizhou Zhang, Guoqiang Liang, Xiuwei Zhang, Yanning Zhang

Most of the available multispectral pedestrian detectors are based on non-end-to-end detectors, while in this paper, we propose MultiSpectral pedestrian DEtection TRansformer (MS-DETR), an end-to-end multispectral pedestrian detector, which extends DETR into the field of multi-modal detection.

Pedestrian Detection

Pansharpening via Frequency-Aware Fusion Network with Explicit Similarity Constraints

1 code implementation18 Jul 2022 Yinghui Xing, Yan Zhang, Houjun He, Xiuwei Zhang, Yanning Zhang

The process of fusing a high spatial resolution (HR) panchromatic (PAN) image and a low spatial resolution (LR) multispectral (MS) image to obtain an HRMS image is known as pansharpening.


Approximation of Images via Generalized Higher Order Singular Value Decomposition over Finite-dimensional Commutative Semisimple Algebra

1 code implementation1 Feb 2022 Liang Liao, Sen Lin, Lun Li, Xiuwei Zhang, Song Zhao, Yan Wang, Xinqiang Wang, Qi Gao, Jingyu Wang

Higher order singular value decomposition (HOSVD) extends the SVD and can approximate higher order data using sums of a few rank-one components.

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