Search Results for author: Tianyu Yan

Found 5 papers, 3 papers with code

MAS-SAM: Segment Any Marine Animal with Aggregated Features

no code implementations24 Apr 2024 Tianyu Yan, Zifu Wan, Xinhao Deng, Pingping Zhang, Yang Liu, Huchuan Lu

In underwater scenes, it exhibits substantial performance degradation due to the light scattering and absorption.

Image Segmentation Segmentation +1

Fantastic Animals and Where to Find Them: Segment Any Marine Animal with Dual SAM

1 code implementation7 Apr 2024 Pingping Zhang, Tianyu Yan, Yang Liu, Huchuan Lu

To this end, we first introduce a dual structure with SAM's paradigm to enhance feature learning of marine images.

TransY-Net:Learning Fully Transformer Networks for Change Detection of Remote Sensing Images

1 code implementation22 Oct 2023 Tianyu Yan, Zifu Wan, Pingping Zhang, Gong Cheng, Huchuan Lu

To relieve these issues, in this work we propose a novel Transformer-based learning framework named TransY-Net for remote sensing image CD, which improves the feature extraction from a global view and combines multi-level visual features in a pyramid manner.

Change Detection

Fully Transformer Network for Change Detection of Remote Sensing Images

1 code implementation3 Oct 2022 Tianyu Yan, Zifu Wan, Pingping Zhang

Then, we introduce a pyramid structure to aggregate multi-level visual features from Transformers for feature enhancement.

Change Detection

Mind Your Clever Neighbours: Unsupervised Person Re-identification via Adaptive Clustering Relationship Modeling

no code implementations3 Dec 2021 Lianjie Jia, Chenyang Yu, Xiehao Ye, Tianyu Yan, Yinjie Lei, Pingping Zhang

To generate high-quality pseudo-labels and mitigate the impact of clustering errors, we propose a novel clustering relationship modeling framework for unsupervised person Re-ID.

Clustering Contrastive Learning +1

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