Zherui Zhang — accepted AI-conference papers

2025

Focus on Local: Finding Reliable Discriminative Regions for Visual Place Recognition

Changwei Wang, Shunpeng Chen, Yukun Song, Rongtao Xu, Zherui Zhang, Jiguang Zhang +8

AAAI 2025technical

Visual Place Recognition (VPR) is aimed at predicting the location of a query image by referencing a database of geotagged images. For VPR task, often fewer discriminative local regions in an image produce important effects while mundane background regions do not contribute or even cause perceptual…

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2025

SCS: Spatially Consistent Self-Supervised approach for One-Shot Anatomical Landmark Detection

Lu Han, Boyu Chen, Zherui Zhang, Li Guo, Shibiao Xu

ICASSP 2025accepted

Landmark detection is essential in medical image analysis, serving as the foundation for many downstream tasks. In recent years, supervised anatomical landmark detection models have achieved remarkable success, but typically require large amounts of labeled data for training, which is challenging to…

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