MAS-SAM: Segment Any Marine Animal with Aggregated Features

no code implementations • 24 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.

Sigma: Siamese Mamba Network for Multi-Modal Semantic Segmentation

2 code implementations • 5 Apr 2024 • Zifu Wan, Yuhao Wang, Silong Yong, Pingping Zhang, Simon Stepputtis, Katia Sycara, Yaqi Xie

In this work, we introduce Sigma, a Siamese Mamba network for multi-modal semantic segmentation, utilizing the Selective Structured State Space Model, Mamba.

Scene Understanding Segmentation +1

2023 Low-Power Computer Vision Challenge (LPCVC) Summary

no code implementations • 11 Mar 2024 • Leo Chen, Benjamin Boardley, Ping Hu, Yiru Wang, Yifan Pu, Xin Jin, Yongqiang Yao, Ruihao Gong, Bo Li, Gao Huang, Xianglong Liu, Zifu Wan, Xinwang Chen, Ning Liu, Ziyi Zhang, Dongping Liu, Ruijie Shan, Zhengping Che, Fachao Zhang, Xiaofeng Mou, Jian Tang, Maxim Chuprov, Ivan Malofeev, Alexander Goncharenko, Andrey Shcherbin, Arseny Yanchenko, Sergey Alyamkin, Xiao Hu, George K. Thiruvathukal, Yung Hsiang Lu

This article describes the 2023 IEEE Low-Power Computer Vision Challenge (LPCVC).

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

1 code implementation • 22 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 implementation • 3 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