Search Results for author: Yushi Chen

Found 7 papers, 6 papers with code

A Simple Aerial Detection Baseline of Multimodal Language Models

1 code implementation16 Jan 2025 Qingyun Li, Yushi Chen, Xinya Shu, Dong Chen, Xin He, Yi Yu, Xue Yang

In this paper, we present a simple baseline for applying MLMs to aerial detection for the first time, named LMMRotate.

object-detection Object Detection +3

Spectral-Spatial Mamba for Hyperspectral Image Classification

1 code implementation29 Apr 2024 Lingbo Huang, Yushi Chen, Xin He

Among the many deep models, Transformer has gradually attracted interest for its excellence in modeling the long-range dependencies of spatial-spectral features in HSI.

Classification Computational Efficiency +2

ARS-DETR: Aspect Ratio-Sensitive Detection Transformer for Aerial Oriented Object Detection

1 code implementation9 Mar 2023 Ying Zeng, Yushi Chen, Xue Yang, Qingyun Li, Junchi Yan

Existing oriented object detection methods commonly use metric AP$_{50}$ to measure the performance of the model.

Object object-detection +2

Deep Learning for Hyperspectral Image Classification: An Overview

no code implementations26 Oct 2019 Shutao Li, Weiwei Song, Leyuan Fang, Yushi Chen, Pedram Ghamisi, Jón Atli Benediktsson

Specifically, we first summarize the main challenges of HSI classification which cannot be effectively overcome by traditional machine learning methods, and also introduce the advantages of deep learning to handle these problems.

BIG-bench Machine Learning Classification +3

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